diff --git a/.gitattributes b/.gitattributes
index 1ef325f1b111266a6b26e0196871bd78baa8c2f3..4f5bfce28a58422afe9a45aa7ee45c3c9dcb8b75 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -57,3 +57,3003 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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diff --git a/checkpoints/checkpoint_batch_0001.json b/checkpoints/checkpoint_batch_0001.json
new file mode 100644
index 0000000000000000000000000000000000000000..237af973fae979762fd247462b7f47649a6e9abc
--- /dev/null
+++ b/checkpoints/checkpoint_batch_0001.json
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+{
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+  "successful_samples": 50,
+  "failed_samples": 0,
+  "geometry_counts": {
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+    "sphere": 5,
+    "flat": 1,
+    "cylinder": 1
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+    "random": 26,
+    "end_of_life_corrosion": 5,
+    "catastrophic_leading_edge": 1
+  },
+  "severity_counts": {
+    "high_corrosion": 50
+  },
+  "start_time": "2025-11-08 02:23:25.976197",
+  "end_time": null
+}
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diff --git a/checkpoints/checkpoint_batch_0003.json b/checkpoints/checkpoint_batch_0003.json
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index 0000000000000000000000000000000000000000..edc3466e231b3a4972fbe993b5b95030d656a64f
--- /dev/null
+++ b/checkpoints/checkpoint_batch_0003.json
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+{
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+  "start_time": "2025-11-08 02:23:25.976197",
+  "end_time": null
+}
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diff --git a/checkpoints/checkpoint_batch_0005.json b/checkpoints/checkpoint_batch_0005.json
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--- /dev/null
+++ b/checkpoints/checkpoint_batch_0005.json
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diff --git a/checkpoints/checkpoint_batch_0007.json b/checkpoints/checkpoint_batch_0007.json
new file mode 100644
index 0000000000000000000000000000000000000000..aea0d41f96edd39c9468acc6173d7ff90e1bcd3d
--- /dev/null
+++ b/checkpoints/checkpoint_batch_0007.json
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diff --git a/input/sphere/sample_000990.stl b/input/sphere/sample_000990.stl
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+version https://git-lfs.github.com/spec/v1
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diff --git a/logs/extreme_corrosion_generation.log b/logs/extreme_corrosion_generation.log
new file mode 100644
index 0000000000000000000000000000000000000000..e1142379248d83cd4f9829abcb1e351c34d5a192
--- /dev/null
+++ b/logs/extreme_corrosion_generation.log
@@ -0,0 +1,10 @@
+2025-11-08 02:23:25,975 - INFO - Dataset generation started
+2025-11-08 02:23:25,976 - INFO - Configuration loaded from extreme_corrosion.yaml
+2025-11-08 02:23:25,976 - INFO - Random seed set to 42
+2025-11-08 02:23:25,976 - INFO - Starting generation of 1000 samples from scratch
+2025-11-08 04:26:52,728 - INFO - Statistics saved to synthetic_dataset/statistics/generation_statistics.json
+2025-11-08 04:26:52,729 - INFO - Total samples: 1000
+2025-11-08 04:26:52,729 - INFO - Successful: 1000
+2025-11-08 04:26:52,729 - INFO - Failed: 0
+2025-11-08 04:26:52,729 - INFO - Severity distribution: {'high_corrosion': 1000}
+2025-11-08 04:26:52,729 - INFO - Dataset generation completed!
diff --git a/metadata/complex_airfoil/sample_000005.json b/metadata/complex_airfoil/sample_000005.json
new file mode 100644
index 0000000000000000000000000000000000000000..fed0a0e42d5ff6ac4f9d3e966497c550b0570e00
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000005.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 5,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.8809508889919642,
+    "thickness_scale": 0.9692596256556687
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+  "rq_actual": 0.0012753792888727166,
+  "ra_actual": 0.0010170428845466106,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
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+    104
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+  "physical_dimensions": [
+    0.17107351897763756,
+    0.08361442942522194
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+    "max_slope": 0.05698238337737737,
+    "height_range": 0.7201281289309341,
+    "mean_height": 0.0875247159958657,
+    "std_height": 0.15784719296719923
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+  "generation_timestamp": "2025-11-08T02:23:26.700392",
+  "correlation_length_x": 0.12441533058528682,
+  "correlation_length_y": 0.009591728652167909,
+  "orientation": 62.792296362145294,
+  "anisotropy_ratio": 12.971106157925625,
+  "hybrid_parameters": {
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+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7227172274958004,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3406598177755862,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000007.json b/metadata/complex_airfoil/sample_000007.json
new file mode 100644
index 0000000000000000000000000000000000000000..53ba683fcdeec1b8e643e32c868bab4614472f4a
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000007.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 7,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.9470215716509036,
+    "thickness_scale": 0.9872250256379081
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+  "rq_target": 0.000539184478417396,
+  "rq_actual": 0.000539184478417396,
+  "ra_actual": 0.00044347680480521357,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    383,
+    136
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+  "physical_dimensions": [
+    0.1591820683883329,
+    0.03512699453486553
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+    "max_slope": 0.05531869738912034,
+    "height_range": 0.7339561856779682,
+    "mean_height": 0.09062312462672349,
+    "std_height": 0.16061223307095102
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+  "generation_timestamp": "2025-11-08T02:23:26.954245",
+  "correlation_length": 0.05926764389391054,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
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+    "perlin_persistence": 0.7883387632222656,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4286465704594063,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000010.json b/metadata/complex_airfoil/sample_000010.json
new file mode 100644
index 0000000000000000000000000000000000000000..ceb3e7f2b853c6033f88f3aab2b54022451891c0
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000010.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 10,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.3078751249151448,
+    "thickness_scale": 0.7612939714426967
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+  "rq_target": 0.0009451846023338339,
+  "rq_actual": 0.0009451846023338339,
+  "ra_actual": 0.0007591870156809528,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    263,
+    164
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+  "physical_dimensions": [
+    0.15152724816755392,
+    0.09638857526374285
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+  "curvature_statistics": {
+    "mean_slope": 0.0006461759021362543,
+    "max_slope": 0.009150051746906408,
+    "height_range": 0.11173992807993868,
+    "mean_height": 0.0347435316861667,
+    "std_height": 0.025164819226738917
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+  "generation_timestamp": "2025-11-08T02:23:27.219666",
+  "correlation_length": 0.030193518677571977,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
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+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7195846714022309,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4300818461545542,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000014.json b/metadata/complex_airfoil/sample_000014.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f7f5c9ccf37354fb48db46ce4555fca3d3ed5c1
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000014.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 14,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.9639169406094277,
+    "thickness_scale": 0.9729851663219746
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+  "rq_target": 0.0016219227009523491,
+  "rq_actual": 0.001621922700952349,
+  "ra_actual": 0.0013363548722972395,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    235,
+    181
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+  "physical_dimensions": [
+    0.19658572889059922,
+    0.0920178289060197
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+  "curvature_statistics": {
+    "mean_slope": 0.003623211763553756,
+    "max_slope": 0.0684279395019214,
+    "height_range": 0.7133055961969079,
+    "mean_height": 0.044790522184346274,
+    "std_height": 0.15402617063021407
+  },
+  "generation_timestamp": "2025-11-08T02:23:27.625236",
+  "correlation_length": 0.06365394043334753,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7402180235611192,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43718505249059564,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000015.json b/metadata/complex_airfoil/sample_000015.json
new file mode 100644
index 0000000000000000000000000000000000000000..61f029cb2fd5ed56ffc258185742053d11fb8f07
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000015.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 15,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.9115446166683803,
+    "thickness_scale": 0.7241736799471754
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+  "rq_target": 0.00397544374108477,
+  "rq_actual": 0.00397544374108477,
+  "ra_actual": 0.0032125811062100273,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    373,
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+  "physical_dimensions": [
+    0.18775249343458242,
+    0.08765633774884782
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+    "max_slope": 0.012178152208298302,
+    "height_range": 0.16469674610545046,
+    "mean_height": 0.03636375810867874,
+    "std_height": 0.036647979400964634
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+  "correlation_length": 0.0660844388506582,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
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+    "perlin_octaves": 7,
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+    "fractal_hurst": 0.3660951507516288,
+    "fractal_modes": 69
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+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000025.json b/metadata/complex_airfoil/sample_000025.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd67ea3f9756357a9a66b85a2ea7632c23e250bf
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000025.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 25,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.5992813327649491,
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+  "rq_actual": 0.0009913052502278992,
+  "ra_actual": 0.0008161002663774017,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
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+    0.1522544576796667,
+    0.03584046728540139
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+    "std_height": 0.039374454938572744
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+  "correlation_length": 0.005316491738299567,
+  "hybrid_parameters": {
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+    "fractal_hurst": 0.41373037829429044,
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+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000028.json b/metadata/complex_airfoil/sample_000028.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddd1d8a16bf50353550d06d9d1c75a67ffcd7861
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000028.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 28,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.9463949598772923,
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+  "rq_actual": 0.0027910184318540505,
+  "ra_actual": 0.0022610481320347706,
+  "severity": "high_corrosion",
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+  "psd_method": "exponential",
+  "manufacturing_process": "random",
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+  "hybrid_parameters": {
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+    "fractal_hurst": 0.3763135084267562,
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+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000029.json b/metadata/complex_airfoil/sample_000029.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2cbabf19e8331674ea288db0efe780bc42fbc4d
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000029.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 29,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.6110081198870108,
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+  "rq_actual": 0.0016944822248543424,
+  "ra_actual": 0.0013865055100218372,
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+    0.1853451034342972,
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+  "hybrid_parameters": {
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+    "fractal_hurst": 0.44807174100639136,
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+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000032.json b/metadata/complex_airfoil/sample_000032.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc6ea4419ce2fbf917a57886d2d492b210c06a28
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000032.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 32,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.4755494566459226,
+    "thickness_scale": 0.7490239910135049
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+  "rq_actual": 0.0021596670517177786,
+  "ra_actual": 0.0017523403866406433,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
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+    152
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+  "physical_dimensions": [
+    0.18260833315107347,
+    0.10569565679331161
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+  "curvature_statistics": {
+    "mean_slope": 0.0007247600611522678,
+    "max_slope": 0.007062525544628839,
+    "height_range": 0.12649983154031447,
+    "mean_height": 0.058827159736120446,
+    "std_height": 0.03027490506521976
+  },
+  "generation_timestamp": "2025-11-08T02:26:33.899804",
+  "correlation_length": 0.0256379377710502,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7787890031668967,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43064999039004415,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000040.json b/metadata/complex_airfoil/sample_000040.json
new file mode 100644
index 0000000000000000000000000000000000000000..1db5b9d108e42e236025238db3e0f8a019fcdc13
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000040.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 40,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.61607475796937,
+    "thickness_scale": 0.8843623281637403
+  },
+  "rq_target": 0.0036441333468248465,
+  "rq_actual": 0.003644133346824846,
+  "ra_actual": 0.0029564911357810924,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    378,
+    129
+  ],
+  "physical_dimensions": [
+    0.1867377038565603,
+    0.0968991886961722
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011232107056907711,
+    "max_slope": 0.014375022030155261,
+    "height_range": 0.18956465738673467,
+    "mean_height": 0.0245776170532356,
+    "std_height": 0.04154819396536546
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.865232",
+  "correlation_length": 0.01617037089484099,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7620674571050406,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3206395265853525,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000045.json b/metadata/complex_airfoil/sample_000045.json
new file mode 100644
index 0000000000000000000000000000000000000000..b186e587a9b223b5def1d26d27097b52cbc40301
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000045.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 45,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.2861789346931984,
+    "thickness_scale": 0.8602763397664118
+  },
+  "rq_target": 0.002014133025586644,
+  "rq_actual": 0.002014133025586644,
+  "ra_actual": 0.0016403912783343898,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    357,
+    175
+  ],
+  "physical_dimensions": [
+    0.19750962491670077,
+    0.051719958364959816
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009685857895241596,
+    "max_slope": 0.014971723356290602,
+    "height_range": 0.20268882775599364,
+    "mean_height": 0.051302626081292116,
+    "std_height": 0.04523559601546958
+  },
+  "generation_timestamp": "2025-11-08T02:26:35.546566",
+  "correlation_length": 0.018299012913300862,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8197269824280857,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3795767121417959,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000047.json b/metadata/complex_airfoil/sample_000047.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ecff3123e451e792ca301d9253db0e21dfd6f1c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000047.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 47,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.1656582207842758,
+    "thickness_scale": 0.8604389493166023
+  },
+  "rq_target": 0.0010169932491640565,
+  "rq_actual": 0.0010169932491640565,
+  "ra_actual": 0.0008343913863000103,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    375,
+    143
+  ],
+  "physical_dimensions": [
+    0.15018200753124847,
+    0.04523230087075823
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006318098860422468,
+    "max_slope": 0.008371887490341172,
+    "height_range": 0.1174479071352767,
+    "mean_height": 0.03100109707583965,
+    "std_height": 0.026271683661554735
+  },
+  "generation_timestamp": "2025-11-08T02:26:35.814162",
+  "correlation_length_x": 0.031892053218723064,
+  "correlation_length_y": 0.01907555455559134,
+  "orientation": 90.0,
+  "anisotropy_ratio": 1.6718807899283332,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7908349707111211,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41656120171461203,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000051.json b/metadata/complex_airfoil/sample_000051.json
new file mode 100644
index 0000000000000000000000000000000000000000..fca1c4b8306b0ec94c4610b4cb5a7503c6013ba3
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000051.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 51,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.5921064863058423,
+    "thickness_scale": 0.7173944682414309
+  },
+  "rq_target": 0.004238438041922176,
+  "rq_actual": 0.004238438041922176,
+  "ra_actual": 0.0034840152000882754,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    321,
+    176
+  ],
+  "physical_dimensions": [
+    0.1783061350794925,
+    0.04232319520423788
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007503898475796631,
+    "max_slope": 0.012755841233144908,
+    "height_range": 0.1552897563961869,
+    "mean_height": 0.023610236534317892,
+    "std_height": 0.03411618610867829
+  },
+  "generation_timestamp": "2025-11-08T02:29:52.662078",
+  "correlation_length": 0.029054329266304885,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8200600727340246,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3336618225651826,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000053.json b/metadata/complex_airfoil/sample_000053.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a8b72f7556b7a56dc4e37ebde874b939d8a5ab3
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000053.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 53,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.698326897578593,
+    "thickness_scale": 0.9274541693423538
+  },
+  "rq_target": 0.004459642175765699,
+  "rq_actual": 0.004459642175765699,
+  "ra_actual": 0.0037060451452332983,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    352,
+    157
+  ],
+  "physical_dimensions": [
+    0.1610856572710093,
+    0.034777479197020435
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005920607116319044,
+    "max_slope": 0.009013760497314501,
+    "height_range": 0.11526358293464127,
+    "mean_height": 0.018568990064669322,
+    "std_height": 0.025383202883015717
+  },
+  "generation_timestamp": "2025-11-08T02:29:52.922805",
+  "correlation_length_x": 0.01133950881244341,
+  "correlation_length_y": 0.006277545165787996,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.8063603706497593,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8454866978873412,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4635422562568133,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000055.json b/metadata/complex_airfoil/sample_000055.json
new file mode 100644
index 0000000000000000000000000000000000000000..90b78568b9dcb69829f14df8c8909e32d2a2654c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000055.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 55,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.2947397702438574,
+    "thickness_scale": 0.8145656135519622
+  },
+  "rq_target": 0.0018646376048386168,
+  "rq_actual": 0.0018646376048386166,
+  "ra_actual": 0.0014881406981191217,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    285,
+    178
+  ],
+  "physical_dimensions": [
+    0.1979106505081649,
+    0.04187202911569138
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010171436077627165,
+    "max_slope": 0.016046858197166555,
+    "height_range": 0.194861638487824,
+    "mean_height": 0.05160720634127598,
+    "std_height": 0.04355925620940935
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.139930",
+  "correlation_length": 0.02963719384501206,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8181105929226926,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3495537103505505,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000066.json b/metadata/complex_airfoil/sample_000066.json
new file mode 100644
index 0000000000000000000000000000000000000000..3954a50f2a72885d6ce3527432091f2d07e1c7ab
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000066.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 66,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.8012139671118856,
+    "thickness_scale": 0.7721848765579437
+  },
+  "rq_target": 0.0009169974688422245,
+  "rq_actual": 0.0009169974688422246,
+  "ra_actual": 0.0007561546406681603,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    260,
+    127
+  ],
+  "physical_dimensions": [
+    0.16013655590687928,
+    0.08034003666714339
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006547039363843231,
+    "max_slope": 0.008935273661383547,
+    "height_range": 0.09969164692279467,
+    "mean_height": 0.021283199446017052,
+    "std_height": 0.022170045663582178
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.243116",
+  "correlation_length": 0.010143915024497865,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6854781470502666,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4042285275920703,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000067.json b/metadata/complex_airfoil/sample_000067.json
new file mode 100644
index 0000000000000000000000000000000000000000..463e55cc1034bac86a2db1effb79b662b3d4a8a2
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000067.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 67,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.508683058237552,
+    "thickness_scale": 0.8400873690750708
+  },
+  "rq_target": 0.0017943505743722235,
+  "rq_actual": 0.0017943505743722235,
+  "ra_actual": 0.0014973615596550586,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    200,
+    121
+  ],
+  "physical_dimensions": [
+    0.1725225043572585,
+    0.04004989381315757
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0015953122530650194,
+    "max_slope": 0.020258905026887868,
+    "height_range": 0.20807050723745124,
+    "mean_height": 0.06004400595831612,
+    "std_height": 0.046776343475481895
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.305945",
+  "correlation_length": 0.0382600892084003,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6769297081286333,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3473405150079942,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000074.json b/metadata/complex_airfoil/sample_000074.json
new file mode 100644
index 0000000000000000000000000000000000000000..47d265cbb61e652ff0bb9d72202df7bd5f504c47
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000074.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 74,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.1438504145909616,
+    "thickness_scale": 0.8504043950433332
+  },
+  "rq_target": 0.0011388966511734003,
+  "rq_actual": 0.0011388966511734003,
+  "ra_actual": 0.0009418584979693444,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    216,
+    151
+  ],
+  "physical_dimensions": [
+    0.15937046169517566,
+    0.040103279688941985
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007541382964244861,
+    "max_slope": 0.011086571290671135,
+    "height_range": 0.11586311087149975,
+    "mean_height": 0.0303607774353251,
+    "std_height": 0.0259160932688794
+  },
+  "generation_timestamp": "2025-11-08T02:29:55.251418",
+  "correlation_length": 0.051088246643985376,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7895579266562932,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33590394562880294,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000076.json b/metadata/complex_airfoil/sample_000076.json
new file mode 100644
index 0000000000000000000000000000000000000000..97673e3712446f47cb269a0149a8b02a74b24b74
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000076.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 76,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.8329936040270665,
+    "thickness_scale": 0.9249044301084953
+  },
+  "rq_target": 0.0027511603031225634,
+  "rq_actual": 0.0027511603031225634,
+  "ra_actual": 0.0022748470179202135,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    209,
+    181
+  ],
+  "physical_dimensions": [
+    0.18174097148939378,
+    0.043277366170196924
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011320441933594025,
+    "max_slope": 0.020590447383614457,
+    "height_range": 0.20157490182072926,
+    "mean_height": 0.03315952145444199,
+    "std_height": 0.04436935573930589
+  },
+  "generation_timestamp": "2025-11-08T02:32:42.602042",
+  "correlation_length": 0.020691419953122823,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7840064851063905,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44546076735067386,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000078.json b/metadata/complex_airfoil/sample_000078.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ea0c6cd68e475d72d6c5673e46497d02bbcaf51
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000078.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 78,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.2602955208575235,
+    "thickness_scale": 0.7558536050410085
+  },
+  "rq_target": 0.0021954329082344115,
+  "rq_actual": 0.0021954329082344115,
+  "ra_actual": 0.0017885807239055602,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    249,
+    144
+  ],
+  "physical_dimensions": [
+    0.19491127028303487,
+    0.07075769404670515
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007649429100847468,
+    "max_slope": 0.0077547246513272345,
+    "height_range": 0.11483913959172692,
+    "mean_height": 0.050208513622537435,
+    "std_height": 0.027036648422191736
+  },
+  "generation_timestamp": "2025-11-08T02:32:42.824331",
+  "correlation_length_x": 0.036073251502923204,
+  "correlation_length_y": 0.002377489430088972,
+  "orientation": 16.000035615820835,
+  "anisotropy_ratio": 15.172833597654838,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.804050736466703,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41916503109493336,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000095.json b/metadata/complex_airfoil/sample_000095.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9f9f3bdd07664cbf2e92cb345d4e72bac4791cf
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000095.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 95,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.9083601057432071,
+    "thickness_scale": 0.7628187433040243
+  },
+  "rq_target": 0.002364456902322471,
+  "rq_actual": 0.002364456902322471,
+  "ra_actual": 0.0018997997561482553,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    389,
+    197
+  ],
+  "physical_dimensions": [
+    0.16918593416259628,
+    0.05240737908592722
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006865909653810168,
+    "max_slope": 0.006532529893301526,
+    "height_range": 0.15207880447932268,
+    "mean_height": 0.07613764511005389,
+    "std_height": 0.037354907527421204
+  },
+  "generation_timestamp": "2025-11-08T02:32:44.941840",
+  "correlation_length": 0.018245553108892143,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7472913780487066,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3854237658028324,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000102.json b/metadata/complex_airfoil/sample_000102.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3a1de4bb325e1e1aeb5753a96585213e4926ce2
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000102.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 102,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.5048256647159703,
+    "thickness_scale": 0.9234976130936292
+  },
+  "rq_target": 0.0022012860100617117,
+  "rq_actual": 0.0022012860100617112,
+  "ra_actual": 0.0018001735147342953,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    399,
+    132
+  ],
+  "physical_dimensions": [
+    0.17733671576771,
+    0.06819997811160536
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003884043923932367,
+    "max_slope": 0.049532548342263304,
+    "height_range": 0.6751296970422913,
+    "mean_height": 0.02349933258082861,
+    "std_height": 0.1457296688420191
+  },
+  "generation_timestamp": "2025-11-08T02:35:56.922408",
+  "correlation_length": 0.04357000725541379,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8138397558573919,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43953883584991826,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000107.json b/metadata/complex_airfoil/sample_000107.json
new file mode 100644
index 0000000000000000000000000000000000000000..01ab2d5fdf9659975e5fcc54e3b48f6fec443e11
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000107.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 107,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.9987506282911713,
+    "thickness_scale": 0.9210842769776787
+  },
+  "rq_target": 0.0012202663055421012,
+  "rq_actual": 0.0012202663055421012,
+  "ra_actual": 0.0010006047571413724,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    373,
+    125
+  ],
+  "physical_dimensions": [
+    0.15304407179375515,
+    0.03692766177230641
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008778668616076317,
+    "max_slope": 0.007845477180116127,
+    "height_range": 0.16603956209864937,
+    "mean_height": 0.07973508157219641,
+    "std_height": 0.04014718362147986
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.443520",
+  "correlation_length_x": 0.01191993941000811,
+  "correlation_length_y": 0.0029871631581542325,
+  "orientation": 61.7733487470321,
+  "anisotropy_ratio": 3.990387795681518,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6810132690202418,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4080832990838812,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000112.json b/metadata/complex_airfoil/sample_000112.json
new file mode 100644
index 0000000000000000000000000000000000000000..3aebd3dc81682dda4f432d53c69df8c3d124aefa
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000112.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 112,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.8330799131383118,
+    "thickness_scale": 0.9028088904279538
+  },
+  "rq_target": 0.0012455118597878834,
+  "rq_actual": 0.0012455118597878836,
+  "ra_actual": 0.0010217609837593962,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    379,
+    142
+  ],
+  "physical_dimensions": [
+    0.1639520572592821,
+    0.03448760307471752
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00020735440737511244,
+    "max_slope": 0.0013179151383554983,
+    "height_range": 0.04127149616026606,
+    "mean_height": 0.024376374158180163,
+    "std_height": 0.011159023346672145
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.166267",
+  "correlation_length_x": 0.03908129432405943,
+  "correlation_length_y": 0.01085045408019173,
+  "orientation": 15.0,
+  "anisotropy_ratio": 3.6018118721321617,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7703003730294042,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3275461971564089,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000115.json b/metadata/complex_airfoil/sample_000115.json
new file mode 100644
index 0000000000000000000000000000000000000000..65c67afccde3055803757991c0b2783d08fec8f6
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000115.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 115,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.9343461211154211,
+    "thickness_scale": 0.9089061015636088
+  },
+  "rq_target": 0.004484426613333952,
+  "rq_actual": 0.004484426613333952,
+  "ra_actual": 0.003648843275723945,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    210,
+    129
+  ],
+  "physical_dimensions": [
+    0.15758227542568107,
+    0.03463261413165371
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003827245817930746,
+    "max_slope": 0.0021297401470474556,
+    "height_range": 0.04332798956359523,
+    "mean_height": 0.02566776588760922,
+    "std_height": 0.011807852568637096
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.493850",
+  "correlation_length_x": 0.02864014714165514,
+  "correlation_length_y": 0.0024520551775667207,
+  "orientation": 9.287614654660977,
+  "anisotropy_ratio": 11.680058182897818,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7397286136276663,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4563280490623268,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000133.json b/metadata/complex_airfoil/sample_000133.json
new file mode 100644
index 0000000000000000000000000000000000000000..5206a42c730eda1848939f9d0ee32182d8999483
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000133.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 133,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.3240778970982041,
+    "thickness_scale": 0.9981446590926764
+  },
+  "rq_target": 0.002837311090158899,
+  "rq_actual": 0.002837311090158899,
+  "ra_actual": 0.002320017320181022,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    215,
+    118
+  ],
+  "physical_dimensions": [
+    0.19601280387433048,
+    0.07309401946161931
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010094870003277438,
+    "max_slope": 0.013027838109273198,
+    "height_range": 0.13551494510005457,
+    "mean_height": 0.03514371766711384,
+    "std_height": 0.030341583012163654
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.840104",
+  "correlation_length_x": 0.019857024482377257,
+  "correlation_length_y": 0.012765701606030886,
+  "orientation": 90.0,
+  "anisotropy_ratio": 1.5554980913071181,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7474584167606294,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40539419072007904,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000148.json b/metadata/complex_airfoil/sample_000148.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a17e55a030210085e818831480168ff4d20c5e4
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000148.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 148,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.3618762633612742,
+    "thickness_scale": 0.8325967617682608
+  },
+  "rq_target": 0.002180585833098364,
+  "rq_actual": 0.0021805858330983642,
+  "ra_actual": 0.001740296679956654,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    326,
+    168
+  ],
+  "physical_dimensions": [
+    0.17673537468257672,
+    0.10518863123155972
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006559912965702774,
+    "max_slope": 0.0072762158188563655,
+    "height_range": 0.12504716241262823,
+    "mean_height": 0.054307413571090854,
+    "std_height": 0.029339760896454747
+  },
+  "generation_timestamp": "2025-11-08T02:39:10.837988",
+  "correlation_length": 0.019112848052630037,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7637376535012731,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4029606827519222,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000150.json b/metadata/complex_airfoil/sample_000150.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9bc9434d753a481e97bd3baf6f3b43895723b7d
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000150.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 150,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.2857353885976934,
+    "thickness_scale": 0.9522409425270919
+  },
+  "rq_target": 0.004371446182531122,
+  "rq_actual": 0.004371446182531122,
+  "ra_actual": 0.0035496417844405074,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    226,
+    170
+  ],
+  "physical_dimensions": [
+    0.1658782791874729,
+    0.035452177716882236
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00023943129147174677,
+    "max_slope": 0.0016716823207558926,
+    "height_range": 0.030636056992223017,
+    "mean_height": 0.017066882572373872,
+    "std_height": 0.008001128601832757
+  },
+  "generation_timestamp": "2025-11-08T02:42:09.498201",
+  "correlation_length_x": 0.05823674862990154,
+  "correlation_length_y": 0.00718937009522974,
+  "orientation": 88.29629436701727,
+  "anisotropy_ratio": 8.100396538014163,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.79225597870391,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.349862138304723,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000153.json b/metadata/complex_airfoil/sample_000153.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc29af863eac1faf88ccb2dfa53bbfdbbf823298
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000153.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 153,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.7446130789821124,
+    "thickness_scale": 0.9064868919767789
+  },
+  "rq_target": 0.002773341951198613,
+  "rq_actual": 0.002773341951198613,
+  "ra_actual": 0.0022716315912873226,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    360,
+    168
+  ],
+  "physical_dimensions": [
+    0.16737439075330074,
+    0.05209149724137532
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00020488652359236414,
+    "max_slope": 0.0013391362736804992,
+    "height_range": 0.03952111494155587,
+    "mean_height": 0.023196678054917427,
+    "std_height": 0.010641136904862875
+  },
+  "generation_timestamp": "2025-11-08T02:42:09.835612",
+  "correlation_length_x": 0.04165214451546197,
+  "correlation_length_y": 0.01473335915034665,
+  "orientation": 45.0,
+  "anisotropy_ratio": 2.8270636784471495,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7051904015559161,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.444402526061742,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000158.json b/metadata/complex_airfoil/sample_000158.json
new file mode 100644
index 0000000000000000000000000000000000000000..02d269cea14726f762db91c81d91618c1cceff0f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000158.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 158,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.6311802344420239,
+    "thickness_scale": 0.7054842413768373
+  },
+  "rq_target": 0.004662492897827672,
+  "rq_actual": 0.004662492897827672,
+  "ra_actual": 0.0038193119092423677,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    299,
+    135
+  ],
+  "physical_dimensions": [
+    0.19894884097904578,
+    0.08532236630686793
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011490174309902567,
+    "max_slope": 0.014059379580257705,
+    "height_range": 0.1914218928745212,
+    "mean_height": 0.06502822870393865,
+    "std_height": 0.0433807919227865
+  },
+  "generation_timestamp": "2025-11-08T02:42:10.461309",
+  "correlation_length": 0.008690314540401844,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.674266956728394,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49112160575761055,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000166.json b/metadata/complex_airfoil/sample_000166.json
new file mode 100644
index 0000000000000000000000000000000000000000..27ff838bd0432cab9c047dbd8edb5168ef5cee06
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000166.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 166,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.3738919813329677,
+    "thickness_scale": 0.9706557356278388
+  },
+  "rq_target": 0.003011774643099552,
+  "rq_actual": 0.0030117746430995515,
+  "ra_actual": 0.00249047994000266,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    202,
+    131
+  ],
+  "physical_dimensions": [
+    0.1605655026106409,
+    0.06122074658427565
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00028851465292303836,
+    "max_slope": 0.0018893295575595091,
+    "height_range": 0.032433722280810824,
+    "mean_height": 0.018227337127596322,
+    "std_height": 0.008533657317445808
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.536071",
+  "correlation_length_x": 0.23065876155129914,
+  "correlation_length_y": 0.026306729251783487,
+  "orientation": 66.27489475953554,
+  "anisotropy_ratio": 8.768051677715178,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7985273534142661,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4362060623306897,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000175.json b/metadata/complex_airfoil/sample_000175.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a94781b1f389ff69faaf776f31c21b77c6daa20
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000175.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 175,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.7323265091208215,
+    "thickness_scale": 0.7135159284532268
+  },
+  "rq_target": 0.0015726520311873354,
+  "rq_actual": 0.0015726520311873354,
+  "ra_actual": 0.0012775123991578957,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    212,
+    133
+  ],
+  "physical_dimensions": [
+    0.15841260910794663,
+    0.07506701543231045
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011112162863329386,
+    "max_slope": 0.008816909176425771,
+    "height_range": 0.13914549648901267,
+    "mean_height": 0.0689645929964002,
+    "std_height": 0.03420186874621878
+  },
+  "generation_timestamp": "2025-11-08T02:45:30.601423",
+  "correlation_length": 0.034625135085042766,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6682098528261622,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4280563414730349,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000177.json b/metadata/complex_airfoil/sample_000177.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0214d6beccb4361f0fe00df12c2ba811f587b1f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000177.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 177,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.236649527156233,
+    "thickness_scale": 0.7234490449777334
+  },
+  "rq_target": 0.0021799982513424627,
+  "rq_actual": 0.0021799982513424627,
+  "ra_actual": 0.001783734840007636,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    360,
+    107
+  ],
+  "physical_dimensions": [
+    0.17871564344533894,
+    0.06262871104066636
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006958696756020805,
+    "max_slope": 0.007334787001460018,
+    "height_range": 0.10599879961394579,
+    "mean_height": 0.032885451230641134,
+    "std_height": 0.023903706510574274
+  },
+  "generation_timestamp": "2025-11-08T02:45:30.792852",
+  "correlation_length": 0.0988502240586872,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6694313068817049,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4626127676101835,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000182.json b/metadata/complex_airfoil/sample_000182.json
new file mode 100644
index 0000000000000000000000000000000000000000..4170da325d9b9ef92c2694a1aad612efcb0e1d1f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000182.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 182,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 0.9937157484465448,
+    "thickness_scale": 0.9414630465404324
+  },
+  "rq_target": 0.002394703410389141,
+  "rq_actual": 0.002394703410389141,
+  "ra_actual": 0.0019476086840987453,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    346,
+    180
+  ],
+  "physical_dimensions": [
+    0.1532759275858297,
+    0.032361082752648936
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00012845726241038488,
+    "max_slope": 0.0011173023479073303,
+    "height_range": 0.02493577712529211,
+    "mean_height": 0.013211117697233963,
+    "std_height": 0.006294417809636251
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.432401",
+  "correlation_length": 0.03147273079779019,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6594618971782634,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3268291379191224,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000183.json b/metadata/complex_airfoil/sample_000183.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad2067ca12f7d01707dd2d3c6e0cd23bd8258cb4
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000183.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 183,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.5381653963918485,
+    "thickness_scale": 0.8818553674748646
+  },
+  "rq_target": 0.0010256905111051117,
+  "rq_actual": 0.0010256905111051117,
+  "ra_actual": 0.0008533435434817445,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    201,
+    114
+  ],
+  "physical_dimensions": [
+    0.18057579203271582,
+    0.0395073569733334
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001705189112570231,
+    "max_slope": 0.021140729704183167,
+    "height_range": 0.2164925550673929,
+    "mean_height": 0.06121891900502755,
+    "std_height": 0.048643499239655615
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.495328",
+  "correlation_length": 0.014429143961495167,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.657647514910004,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.488335911017797,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000190.json b/metadata/complex_airfoil/sample_000190.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c1b19d3014eda24b50adef12e5004070259d145
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000190.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 190,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.1326595086947258,
+    "thickness_scale": 0.7470919214299827
+  },
+  "rq_target": 0.0012696710891718479,
+  "rq_actual": 0.0012696710891718476,
+  "ra_actual": 0.001021132186121128,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    229,
+    162
+  ],
+  "physical_dimensions": [
+    0.15037828345721765,
+    0.08236026267598352
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010727456745091976,
+    "max_slope": 0.016467696977705504,
+    "height_range": 0.17660626155338105,
+    "mean_height": 0.04510763231465217,
+    "std_height": 0.039452516788693354
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.323552",
+  "correlation_length": 0.0760719533284347,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8218851613437916,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4340063226792258,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000197.json b/metadata/complex_airfoil/sample_000197.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb12b4cefc2d44510ac2ef2f7f3c1c566439b649
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000197.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 197,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.902744983588443,
+    "thickness_scale": 0.8571261978228344
+  },
+  "rq_target": 0.0021702633561002708,
+  "rq_actual": 0.002170263356100271,
+  "ra_actual": 0.0017694109520102336,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    228,
+    137
+  ],
+  "physical_dimensions": [
+    0.18681564978552317,
+    0.04026298349051562
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009693190863911186,
+    "max_slope": 0.011512531354164194,
+    "height_range": 0.13963019086079326,
+    "mean_height": 0.0505163013807316,
+    "std_height": 0.031851587410162065
+  },
+  "generation_timestamp": "2025-11-08T02:45:33.131364",
+  "correlation_length_x": 0.02990621625760789,
+  "correlation_length_y": 0.0029053668948010626,
+  "orientation": 74.5073034835368,
+  "anisotropy_ratio": 10.293438777430428,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6892188183148175,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44223729524471017,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000203.json b/metadata/complex_airfoil/sample_000203.json
new file mode 100644
index 0000000000000000000000000000000000000000..c602ecc22fd05dbcb333d1b17e341f97fda74d9f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000203.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 203,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.7686295144478278,
+    "thickness_scale": 0.892086721931294
+  },
+  "rq_target": 0.003827960375472025,
+  "rq_actual": 0.003827960375472025,
+  "ra_actual": 0.0031138620936678766,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    222,
+    176
+  ],
+  "physical_dimensions": [
+    0.16527792541930011,
+    0.03558236220980819
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006307884931476207,
+    "max_slope": 0.011072521603185195,
+    "height_range": 0.11230343136950524,
+    "mean_height": 0.020404024080723553,
+    "std_height": 0.024801777836532216
+  },
+  "generation_timestamp": "2025-11-08T02:48:18.689765",
+  "correlation_length_x": 0.03956287839283727,
+  "correlation_length_y": 0.00449166974656305,
+  "orientation": 30.0,
+  "anisotropy_ratio": 8.808055940245856,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7222880797780539,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48127902890850155,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000207.json b/metadata/complex_airfoil/sample_000207.json
new file mode 100644
index 0000000000000000000000000000000000000000..214026a75b788677415bd1cc8d554d30b7a151a7
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000207.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 207,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.9851004165192663,
+    "thickness_scale": 0.7294141020864278
+  },
+  "rq_target": 0.0024092219479371893,
+  "rq_actual": 0.0024092219479371893,
+  "ra_actual": 0.0019016472112877254,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    259,
+    152
+  ],
+  "physical_dimensions": [
+    0.15084782032134691,
+    0.03946564875527685
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013164645861300098,
+    "max_slope": 0.01607576098074633,
+    "height_range": 0.21282299237834776,
+    "mean_height": 0.07909620002600153,
+    "std_height": 0.04865713774283254
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.066018",
+  "correlation_length": 0.024425638488579267,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6628276434754226,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45488168390569944,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000213.json b/metadata/complex_airfoil/sample_000213.json
new file mode 100644
index 0000000000000000000000000000000000000000..b373ce0c637a6619b7c9971c14f786a55f37cfbc
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000213.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 213,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.2974768588724754,
+    "thickness_scale": 0.9639930408083346
+  },
+  "rq_target": 0.0019568634737543063,
+  "rq_actual": 0.0019568634737543063,
+  "ra_actual": 0.00160618815674125,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    240,
+    131
+  ],
+  "physical_dimensions": [
+    0.16120007720545282,
+    0.07054885247309263
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004538097936043019,
+    "max_slope": 0.0675873158166131,
+    "height_range": 0.709312971041133,
+    "mean_height": 0.06029553315172336,
+    "std_height": 0.15403845881079375
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.723939",
+  "correlation_length_x": 0.01896057221885255,
+  "correlation_length_y": 0.003521227748837232,
+  "orientation": 0.0,
+  "anisotropy_ratio": 5.384648074840841,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7264079165260324,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3777834107599948,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000228.json b/metadata/complex_airfoil/sample_000228.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c4c2d03b397fcc1af7381485f15d8ca898ed5a8
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000228.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 228,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.8808819634235803,
+    "thickness_scale": 0.7309793290149612
+  },
+  "rq_target": 0.0008729433354140793,
+  "rq_actual": 0.0008729433354140794,
+  "ra_actual": 0.0006992645128776949,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    218,
+    137
+  ],
+  "physical_dimensions": [
+    0.15087282019973672,
+    0.03264117298683972
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011001081121346213,
+    "max_slope": 0.016228867701573065,
+    "height_range": 0.16502693656883555,
+    "mean_height": 0.03507287266054545,
+    "std_height": 0.036677898157518
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.114438",
+  "correlation_length_x": 0.023577838760558266,
+  "correlation_length_y": 0.007051589575229023,
+  "orientation": 19.643653709759693,
+  "anisotropy_ratio": 3.343620400623288,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7130014293051102,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3160910351664637,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000230.json b/metadata/complex_airfoil/sample_000230.json
new file mode 100644
index 0000000000000000000000000000000000000000..48397d03e19caa286e9d6c02eb46186e5c450188
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000230.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 230,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.7684922092293487,
+    "thickness_scale": 0.9952685934815508
+  },
+  "rq_target": 0.0008999758592339018,
+  "rq_actual": 0.0008999758592339018,
+  "ra_actual": 0.0007462475670724297,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    291,
+    130
+  ],
+  "physical_dimensions": [
+    0.18584830811363934,
+    0.04340384673582999
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007709674320478833,
+    "max_slope": 0.010677011291946415,
+    "height_range": 0.12395312722819726,
+    "mean_height": 0.020422449510912124,
+    "std_height": 0.027344093162391857
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.351008",
+  "correlation_length": 0.024208823857815226,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6641905751556899,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3597365471532029,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000241.json b/metadata/complex_airfoil/sample_000241.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd997019293e7b032c35806e59f37e532f41376c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000241.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 241,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.4804903562821017,
+    "thickness_scale": 0.7096028659461421
+  },
+  "rq_target": 0.0016086623868716108,
+  "rq_actual": 0.0016086623868716108,
+  "ra_actual": 0.001320623740526974,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    323,
+    139
+  ],
+  "physical_dimensions": [
+    0.17413004775751226,
+    0.03598657650332175
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006399615300433502,
+    "max_slope": 0.00779242583612043,
+    "height_range": 0.1124413143162342,
+    "mean_height": 0.03935711902265877,
+    "std_height": 0.02553786456921837
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.645234",
+  "correlation_length_x": 0.03496301059097064,
+  "correlation_length_y": 0.005638979080600411,
+  "orientation": 60.0,
+  "anisotropy_ratio": 6.200237683316242,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6921796886917418,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42726828852626686,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000249.json b/metadata/complex_airfoil/sample_000249.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecf88107c8df86c574fec51f0421f5ebae178a54
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000249.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 249,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.4435097223218334,
+    "thickness_scale": 0.8695395321236984
+  },
+  "rq_target": 0.002342464057696604,
+  "rq_actual": 0.0023424640576966043,
+  "ra_actual": 0.0019202436511918193,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    374,
+    162
+  ],
+  "physical_dimensions": [
+    0.1945405842132273,
+    0.04337067192025922
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010394020412739771,
+    "max_slope": 0.01488209907450996,
+    "height_range": 0.21045814748560393,
+    "mean_height": 0.05758557176913693,
+    "std_height": 0.04710859974651374
+  },
+  "generation_timestamp": "2025-11-08T02:51:10.775267",
+  "correlation_length": 0.03044607634707975,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.772150289198563,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.471751972347875,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000274.json b/metadata/complex_airfoil/sample_000274.json
new file mode 100644
index 0000000000000000000000000000000000000000..64f8240444afac62b5d7e4192cd599c0648136a1
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000274.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 274,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.4316498096610881,
+    "thickness_scale": 0.806215700469089
+  },
+  "rq_target": 0.002289852835616653,
+  "rq_actual": 0.002289852835616653,
+  "ra_actual": 0.0018783799812639426,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    224,
+    186
+  ],
+  "physical_dimensions": [
+    0.1863135611934998,
+    0.056635453699734106
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007286385205173975,
+    "max_slope": 0.010617525218422888,
+    "height_range": 0.11975403642070957,
+    "mean_height": 0.03800609791679873,
+    "std_height": 0.027000496432336527
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.973831",
+  "correlation_length": 0.03865829379262562,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8354465523472365,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3507877347999092,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000283.json b/metadata/complex_airfoil/sample_000283.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5e269136b79bf2ccb3bd3bab4559091ac32f90f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000283.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 283,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.3077635984453502,
+    "thickness_scale": 0.9711294801027128
+  },
+  "rq_target": 0.0025672168926736644,
+  "rq_actual": 0.0025672168926736644,
+  "ra_actual": 0.0021174611053189634,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    264,
+    159
+  ],
+  "physical_dimensions": [
+    0.17751598028076748,
+    0.0970596585433801
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002117622687099539,
+    "max_slope": 0.001524242014413368,
+    "height_range": 0.031218952930819582,
+    "mean_height": 0.017370500185813535,
+    "std_height": 0.008130363099325548
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.848359",
+  "correlation_length": 0.027753302254210584,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7626841094179253,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4753601898127989,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000284.json b/metadata/complex_airfoil/sample_000284.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e4c9d5e3ee69d530aaaa87cda3887170fc67b1f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000284.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 284,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.8465279401244996,
+    "thickness_scale": 0.8433749571736695
+  },
+  "rq_target": 0.0009914678073938102,
+  "rq_actual": 0.0009914678073938102,
+  "ra_actual": 0.0008296245183346877,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    221,
+    165
+  ],
+  "physical_dimensions": [
+    0.17736728571177204,
+    0.050331517452948706
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000344140015157263,
+    "max_slope": 0.0019302649209550263,
+    "height_range": 0.04123720146255119,
+    "mean_height": 0.024508365296716857,
+    "std_height": 0.011257590627596504
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.948215",
+  "correlation_length": 0.036537626840477656,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7942387897983271,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.441793410390933,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000289.json b/metadata/complex_airfoil/sample_000289.json
new file mode 100644
index 0000000000000000000000000000000000000000..693ca722feec9ba559abc4842fd948969869fe67
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000289.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 289,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.4925945329928891,
+    "thickness_scale": 0.7430058570039806
+  },
+  "rq_target": 0.002908033568476737,
+  "rq_actual": 0.002908033568476737,
+  "ra_actual": 0.002379916399664872,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    324,
+    150
+  ],
+  "physical_dimensions": [
+    0.1797258742845739,
+    0.05037278162698173
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006328039869436175,
+    "max_slope": 0.008109882352575962,
+    "height_range": 0.11585038154615115,
+    "mean_height": 0.03967927751193914,
+    "std_height": 0.0262564165332672
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.552340",
+  "correlation_length": 0.01310421014736783,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7175958743577505,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3404189731766445,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000292.json b/metadata/complex_airfoil/sample_000292.json
new file mode 100644
index 0000000000000000000000000000000000000000..213b4cbb1b7b063c549ede2b51767ab29a14ac8c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000292.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 292,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.5799742703922417,
+    "thickness_scale": 0.92618565915542
+  },
+  "rq_target": 0.001701693352064502,
+  "rq_actual": 0.001701693352064502,
+  "ra_actual": 0.001354999308911907,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    310,
+    184
+  ],
+  "physical_dimensions": [
+    0.17419535180447468,
+    0.03977878416711569
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006795987198928533,
+    "max_slope": 0.010175852161421941,
+    "height_range": 0.13560719241315167,
+    "mean_height": 0.041996277215225135,
+    "std_height": 0.030511170578366612
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.976081",
+  "correlation_length": 0.02182794457071907,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7482640898281048,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4969772764348287,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000301.json b/metadata/complex_airfoil/sample_000301.json
new file mode 100644
index 0000000000000000000000000000000000000000..3bba8e3e2d5bca34c213e92e695be70e255d4f44
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000301.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 301,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.2004992626490174,
+    "thickness_scale": 0.9932540953390925
+  },
+  "rq_target": 0.002973780826654809,
+  "rq_actual": 0.002973780826654809,
+  "ra_actual": 0.002445042541641529,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    237,
+    189
+  ],
+  "physical_dimensions": [
+    0.17443220078532146,
+    0.05191834425841341
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003608037973810142,
+    "max_slope": 0.06987859651254849,
+    "height_range": 0.7296790048307924,
+    "mean_height": 0.05578587050593684,
+    "std_height": 0.15786619950114783
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.037746",
+  "correlation_length": 0.0805230032960952,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7716156001938976,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32206960412690094,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000307.json b/metadata/complex_airfoil/sample_000307.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fc130aed5ba346e0b34847ab82fb7daefa1f5d5
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000307.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 307,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.7207842123880126,
+    "thickness_scale": 0.7651573433372274
+  },
+  "rq_target": 0.0025739825442173793,
+  "rq_actual": 0.0025739825442173793,
+  "ra_actual": 0.0020892421225952628,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    331,
+    120
+  ],
+  "physical_dimensions": [
+    0.15721274796433488,
+    0.05976880951379078
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00368743742249354,
+    "max_slope": 0.046388196581776606,
+    "height_range": 0.572502547178894,
+    "mean_height": 0.08005988939049101,
+    "std_height": 0.1257846797041182
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.611226",
+  "correlation_length_x": 0.0141262018861929,
+  "correlation_length_y": 0.009173657057520546,
+  "orientation": 45.0,
+  "anisotropy_ratio": 1.5398659223490667,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.669023501244254,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3097978263099765,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000313.json b/metadata/complex_airfoil/sample_000313.json
new file mode 100644
index 0000000000000000000000000000000000000000..f26259bb6a02e4f3ca7caabf61993b0d2379ea7d
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000313.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 313,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 0.5129609898910426,
+    "thickness_scale": 0.9243185126403441
+  },
+  "rq_target": 0.0007276985432333122,
+  "rq_actual": 0.0007276985432333122,
+  "ra_actual": 0.0005807282649982601,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    368,
+    143
+  ],
+  "physical_dimensions": [
+    0.16713455496665744,
+    0.03432435946208298
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004932089557525853,
+    "max_slope": 0.006720311269923568,
+    "height_range": 0.09055311000644888,
+    "mean_height": 0.020462524676162185,
+    "std_height": 0.020157999235316006
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.375568",
+  "correlation_length_x": 0.05376626635845244,
+  "correlation_length_y": 0.0046351229117796485,
+  "orientation": 110.40401423543241,
+  "anisotropy_ratio": 11.59974986247106,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7458277650783585,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4886084230709742,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000327.json b/metadata/complex_airfoil/sample_000327.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5fa3560355e098e776834dce99384d7c88f2521
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000327.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 327,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.5471100373554753,
+    "thickness_scale": 0.8623807064676516
+  },
+  "rq_target": 0.00370464620538514,
+  "rq_actual": 0.00370464620538514,
+  "ra_actual": 0.0030226148921674856,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    320,
+    167
+  ],
+  "physical_dimensions": [
+    0.1669948141305226,
+    0.04586481105291405
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003100783766100177,
+    "max_slope": 0.051668489652860576,
+    "height_range": 0.6307118069932778,
+    "mean_height": 0.025451754293042052,
+    "std_height": 0.13595431198669508
+  },
+  "generation_timestamp": "2025-11-08T03:03:31.514526",
+  "correlation_length_x": 0.03984183540510485,
+  "correlation_length_y": 0.010266941716279572,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.880594290501371,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7640779151061763,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37515501460860534,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000333.json b/metadata/complex_airfoil/sample_000333.json
new file mode 100644
index 0000000000000000000000000000000000000000..78f7b81a067f5837244c3c42271ec1bacd2738e1
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000333.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 333,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.1588048087408145,
+    "thickness_scale": 0.7685899362961421
+  },
+  "rq_target": 0.0022606465140155596,
+  "rq_actual": 0.0022606465140155596,
+  "ra_actual": 0.0018763915734819668,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    356,
+    140
+  ],
+  "physical_dimensions": [
+    0.17067122595532927,
+    0.08953224717626362
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005969159937236164,
+    "max_slope": 0.007752367393765131,
+    "height_range": 0.10809149481420582,
+    "mean_height": 0.030814405007800545,
+    "std_height": 0.02425008584306406
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.350918",
+  "correlation_length": 0.030317081874856672,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6789647051487948,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4451478836013224,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000335.json b/metadata/complex_airfoil/sample_000335.json
new file mode 100644
index 0000000000000000000000000000000000000000..51a99a6f6d0aafd64a5d4ac7d0d12d4022ae9338
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000335.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 335,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.5499471104814907,
+    "thickness_scale": 0.714834736237821
+  },
+  "rq_target": 0.002323852811405515,
+  "rq_actual": 0.0023238528114055156,
+  "ra_actual": 0.0019028575969155645,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    256,
+    157
+  ],
+  "physical_dimensions": [
+    0.1620949900595151,
+    0.09868491693441037
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008623188266688526,
+    "max_slope": 0.014224073872679814,
+    "height_range": 0.1540318201933385,
+    "mean_height": 0.021911604165125928,
+    "std_height": 0.033789647411587034
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.518638",
+  "correlation_length": 0.06875665574689675,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8005023478403187,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4103712989147188,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000337.json b/metadata/complex_airfoil/sample_000337.json
new file mode 100644
index 0000000000000000000000000000000000000000..49ae5355328529b979c732fc839fe4932d30020d
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000337.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 337,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.948426599127836,
+    "thickness_scale": 0.9908883585600241
+  },
+  "rq_target": 0.0038103751972837726,
+  "rq_actual": 0.0038103751972837726,
+  "ra_actual": 0.0031652068752033745,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    306,
+    111
+  ],
+  "physical_dimensions": [
+    0.16997164627133424,
+    0.0428917782138999
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0050475216488764406,
+    "max_slope": 0.06106236492414709,
+    "height_range": 0.7262293284676189,
+    "mean_height": 0.04411477374738026,
+    "std_height": 0.15738053041356598
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.714025",
+  "correlation_length_x": 0.04286327726824255,
+  "correlation_length_y": 0.005357879869891061,
+  "orientation": 30.0,
+  "anisotropy_ratio": 8.000044478248832,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7524551689160297,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48294158791112196,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000338.json b/metadata/complex_airfoil/sample_000338.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fe0086ec52577fae33c0783782cafb6da79f50c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000338.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 338,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.7252689152268466,
+    "thickness_scale": 0.8845938138524065
+  },
+  "rq_target": 0.0038465172220432794,
+  "rq_actual": 0.0038465172220432794,
+  "ra_actual": 0.0031342557663207016,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    332,
+    146
+  ],
+  "physical_dimensions": [
+    0.16693124927646213,
+    0.052832891943528526
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006108727028609323,
+    "max_slope": 0.00889429960422487,
+    "height_range": 0.11078315833011486,
+    "mean_height": 0.019282066568148817,
+    "std_height": 0.024463153846727818
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.821225",
+  "correlation_length": 0.073783595441868,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7548780286091393,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4213961812451203,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000339.json b/metadata/complex_airfoil/sample_000339.json
new file mode 100644
index 0000000000000000000000000000000000000000..e84a13663cc73bf20217597b47fccaee8f96c9da
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000339.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 339,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.4027150156239911,
+    "thickness_scale": 0.7860205303078848
+  },
+  "rq_target": 0.002078803429050625,
+  "rq_actual": 0.002078803429050625,
+  "ra_actual": 0.001721585987114134,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    285,
+    156
+  ],
+  "physical_dimensions": [
+    0.16656913966615794,
+    0.09040782190792811
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007389019065958504,
+    "max_slope": 0.007548323930735712,
+    "height_range": 0.12455453414551898,
+    "mean_height": 0.05591100614425333,
+    "std_height": 0.02950168852282471
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.938374",
+  "correlation_length": 0.037289727917258916,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8010855506032892,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33770107035401997,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000344.json b/metadata/complex_airfoil/sample_000344.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0d5602c70ae3b9a112a00c7ca705ed085cff337
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000344.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 344,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.341115903695215,
+    "thickness_scale": 0.7574883775603751
+  },
+  "rq_target": 0.004928195569351405,
+  "rq_actual": 0.004928195569351405,
+  "ra_actual": 0.0039766191040303935,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    290,
+    175
+  ],
+  "physical_dimensions": [
+    0.16811365539390624,
+    0.05807502999152367
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002770818534663677,
+    "max_slope": 0.04868711618115747,
+    "height_range": 0.5609494226765117,
+    "mean_height": 0.062368819108624636,
+    "std_height": 0.12223208285724307
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.555443",
+  "correlation_length_x": 0.10971287261731773,
+  "correlation_length_y": 0.010202221490837084,
+  "orientation": 145.59047349042902,
+  "anisotropy_ratio": 10.753821872604325,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6755592053707246,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46254737199026286,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000351.json b/metadata/complex_airfoil/sample_000351.json
new file mode 100644
index 0000000000000000000000000000000000000000..fea899ecf95de95a41245102fe632157f1a00c58
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000351.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 351,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.0405597433588216,
+    "thickness_scale": 0.9914868873121186
+  },
+  "rq_target": 0.0017032973746292082,
+  "rq_actual": 0.0017032973746292082,
+  "ra_actual": 0.0014004696217123575,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    368,
+    143
+  ],
+  "physical_dimensions": [
+    0.185534398428181,
+    0.04125081766120608
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006237156786313787,
+    "max_slope": 0.0076081065893825505,
+    "height_range": 0.118144132382035,
+    "mean_height": 0.0415089643171961,
+    "std_height": 0.02683042223791077
+  },
+  "generation_timestamp": "2025-11-08T03:06:50.768508",
+  "correlation_length": 0.007310011548064286,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.800790806356554,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40214399810222823,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000354.json b/metadata/complex_airfoil/sample_000354.json
new file mode 100644
index 0000000000000000000000000000000000000000..cceba84ad25ff4b054a27327c0d77bbda84ec2f9
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000354.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 354,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.7098183329170482,
+    "thickness_scale": 0.9442973575111778
+  },
+  "rq_target": 0.002051598151259526,
+  "rq_actual": 0.002051598151259526,
+  "ra_actual": 0.0016537956179789924,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    304,
+    195
+  ],
+  "physical_dimensions": [
+    0.15377371402060463,
+    0.0880220606916382
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000700630802445188,
+    "max_slope": 0.0105499878369965,
+    "height_range": 0.14128909921136698,
+    "mean_height": 0.04544465599451824,
+    "std_height": 0.03185493990873645
+  },
+  "generation_timestamp": "2025-11-08T03:06:51.125093",
+  "correlation_length": 0.03830948263074702,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8294354880912895,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4844953554020017,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000373.json b/metadata/complex_airfoil/sample_000373.json
new file mode 100644
index 0000000000000000000000000000000000000000..1645fee555789a99a5f27df0e8aecaa92329e6bb
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000373.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 373,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.295409805339806,
+    "thickness_scale": 0.9282988207310665
+  },
+  "rq_target": 0.0012606927752193315,
+  "rq_actual": 0.0012606927752193313,
+  "ra_actual": 0.0010221993991858186,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    398,
+    136
+  ],
+  "physical_dimensions": [
+    0.1615474038268278,
+    0.04152330534265601
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00014861653912066493,
+    "max_slope": 0.001110033554047785,
+    "height_range": 0.030794562022553654,
+    "mean_height": 0.017228603334726155,
+    "std_height": 0.008016933993218928
+  },
+  "generation_timestamp": "2025-11-08T03:06:53.560177",
+  "correlation_length": 0.08133879549690706,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8139498721920919,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4263452337573946,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000381.json b/metadata/complex_airfoil/sample_000381.json
new file mode 100644
index 0000000000000000000000000000000000000000..497794baf926e77b06fcfeb1db659526e34c294f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000381.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 381,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.7962242942550044,
+    "thickness_scale": 0.9777577690529652
+  },
+  "rq_target": 0.003743984832745171,
+  "rq_actual": 0.0037439848327451715,
+  "ra_actual": 0.0030139188658878436,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    318,
+    172
+  ],
+  "physical_dimensions": [
+    0.1692608658573867,
+    0.042975098251665234
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012435167428200542,
+    "max_slope": 0.018401440163251823,
+    "height_range": 0.24389773226491174,
+    "mean_height": 0.07162228897733246,
+    "std_height": 0.05474492022575711
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.335205",
+  "correlation_length": 0.025894246321946424,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6523030036480756,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30211963352921123,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000386.json b/metadata/complex_airfoil/sample_000386.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e480c6e6aec924edbd7dcd9800988c4d1e8bb9b
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000386.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 386,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.7639460978162491,
+    "thickness_scale": 0.9269550781260384
+  },
+  "rq_target": 0.002157483385890464,
+  "rq_actual": 0.002157483385890464,
+  "ra_actual": 0.0017469229354861535,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    387,
+    104
+  ],
+  "physical_dimensions": [
+    0.17306678117174218,
+    0.06958518740882778
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00020557816526477283,
+    "max_slope": 0.0012918372900382813,
+    "height_range": 0.04001233427294936,
+    "mean_height": 0.023458320445534343,
+    "std_height": 0.010760567148848101
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.970038",
+  "correlation_length": 0.01111891101547628,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6828872704659578,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38629674322442814,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000390.json b/metadata/complex_airfoil/sample_000390.json
new file mode 100644
index 0000000000000000000000000000000000000000..857f05d527ba69ee74653db926444f14bfe2dfb0
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000390.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 390,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.695083601293771,
+    "thickness_scale": 0.79087618616032
+  },
+  "rq_target": 0.000540472011150526,
+  "rq_actual": 0.000540472011150526,
+  "ra_actual": 0.0004442416548469548,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    285,
+    178
+  ],
+  "physical_dimensions": [
+    0.189319916845285,
+    0.038117326390028114
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006901686676733743,
+    "max_slope": 0.00933596169503786,
+    "height_range": 0.12681222153155142,
+    "mean_height": 0.04504304323702292,
+    "std_height": 0.028827251783131023
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.404273",
+  "correlation_length_x": 0.15296157712301814,
+  "correlation_length_y": 0.009155316633622634,
+  "orientation": 101.76493051215148,
+  "anisotropy_ratio": 16.707404368874716,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7904405154781764,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35508816697513773,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000402.json b/metadata/complex_airfoil/sample_000402.json
new file mode 100644
index 0000000000000000000000000000000000000000..12a78eb659eefc17f3bb9ef94ce726198b6ff3b3
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000402.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 402,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.3764371364836794,
+    "thickness_scale": 0.8573642593313504
+  },
+  "rq_target": 0.0017360870740700484,
+  "rq_actual": 0.0017360870740700484,
+  "ra_actual": 0.0014463323528423238,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    220,
+    112
+  ],
+  "physical_dimensions": [
+    0.16281009664695262,
+    0.04981364837754569
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0015674928222793702,
+    "max_slope": 0.01941129345319166,
+    "height_range": 0.20563510703501287,
+    "mean_height": 0.05480603358433433,
+    "std_height": 0.04609880687741943
+  },
+  "generation_timestamp": "2025-11-08T03:13:15.876794",
+  "correlation_length": 0.03239014953676162,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6711161708206562,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3817715989283798,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000410.json b/metadata/complex_airfoil/sample_000410.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7a9465659281f3c0189ab24b6ac4be2193dff5c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000410.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 410,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.565834109199273,
+    "thickness_scale": 0.8537115657216324
+  },
+  "rq_target": 0.0028906460592286803,
+  "rq_actual": 0.0028906460592286803,
+  "ra_actual": 0.002353292226847684,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    264,
+    160
+  ],
+  "physical_dimensions": [
+    0.16716164142085524,
+    0.06386070686301387
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012336896801770835,
+    "max_slope": 0.017754552857586633,
+    "height_range": 0.21284069198467453,
+    "mean_height": 0.06239517739264464,
+    "std_height": 0.047797662811335885
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.095793",
+  "correlation_length_x": 0.015795948730401313,
+  "correlation_length_y": 0.004380279661099794,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.60615073751599,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7503421404547539,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43886954108134557,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000411.json b/metadata/complex_airfoil/sample_000411.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8d4a7759a5db0817d18e32de031b3b231a1b55d
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000411.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 411,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.7674490348496643,
+    "thickness_scale": 0.9174440280531488
+  },
+  "rq_target": 0.0014356401278281677,
+  "rq_actual": 0.001435640127828168,
+  "ra_actual": 0.0011538473295647507,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    233,
+    124
+  ],
+  "physical_dimensions": [
+    0.1799878078587702,
+    0.0373014959038029
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007905647589003694,
+    "max_slope": 0.011085419388121935,
+    "height_range": 0.1151305075678525,
+    "mean_height": 0.020377079152486904,
+    "std_height": 0.025458299996524672
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.183891",
+  "correlation_length_x": 0.045424212355563494,
+  "correlation_length_y": 0.02349308946056158,
+  "orientation": 90.0,
+  "anisotropy_ratio": 1.933513786333561,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.837288538351836,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42008700450545844,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000415.json b/metadata/complex_airfoil/sample_000415.json
new file mode 100644
index 0000000000000000000000000000000000000000..216aa500200263b39ae5271b2ab0ea13a5db1f1a
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000415.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 415,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.7181389781899579,
+    "thickness_scale": 0.7660635529111561
+  },
+  "rq_target": 0.0009614066440096728,
+  "rq_actual": 0.0009614066440096728,
+  "ra_actual": 0.0007923493758957557,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    211,
+    132
+  ],
+  "physical_dimensions": [
+    0.19611502272143586,
+    0.06389028581439889
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003373368816235481,
+    "max_slope": 0.0018436952652881452,
+    "height_range": 0.038274636264336526,
+    "mean_height": 0.02279933304284411,
+    "std_height": 0.010473190235563692
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.645985",
+  "correlation_length_x": 0.2084733453570781,
+  "correlation_length_y": 0.015489865301120126,
+  "orientation": 113.97361506694105,
+  "anisotropy_ratio": 13.458693236151166,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8309937212576972,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3976868937288155,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000416.json b/metadata/complex_airfoil/sample_000416.json
new file mode 100644
index 0000000000000000000000000000000000000000..40b61bf31bf9696be1a230b4d19c4e26a7aeefcb
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000416.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 416,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.8367561909056012,
+    "thickness_scale": 0.7321000287618271
+  },
+  "rq_target": 0.0008106187038317336,
+  "rq_actual": 0.0008106187038317336,
+  "ra_actual": 0.0006675713814065074,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    244,
+    116
+  ],
+  "physical_dimensions": [
+    0.1523186171091494,
+    0.060294649649270116
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001168600892989758,
+    "max_slope": 0.015265435244144046,
+    "height_range": 0.1639466451585784,
+    "mean_height": 0.03333248666444449,
+    "std_height": 0.03642693021788499
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.728283",
+  "correlation_length_x": 0.03172523833199926,
+  "correlation_length_y": 0.013263558113610508,
+  "orientation": 153.54971642636764,
+  "anisotropy_ratio": 2.3919100787475833,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7902739773308262,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43278383347939897,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000431.json b/metadata/complex_airfoil/sample_000431.json
new file mode 100644
index 0000000000000000000000000000000000000000..89959d14f1df600edfe3ea429f061de759e8ccc2
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000431.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 431,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 0.5230800531148276,
+    "thickness_scale": 0.8684820524734582
+  },
+  "rq_target": 0.0012596990765113734,
+  "rq_actual": 0.0012596990765113734,
+  "ra_actual": 0.001023872327114064,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    364,
+    104
+  ],
+  "physical_dimensions": [
+    0.18150607601097574,
+    0.04357588488283713
+  ],
+  "curvature_statistics": {
+    "mean_slope": 9.206375548990412e-05,
+    "max_slope": 0.0008527485117743852,
+    "height_range": 0.015362600788043372,
+    "mean_height": 0.00695517740534968,
+    "std_height": 0.0036544846171781605
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.826684",
+  "correlation_length": 0.047954791945014334,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8270291254373275,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44127515869106493,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000443.json b/metadata/complex_airfoil/sample_000443.json
new file mode 100644
index 0000000000000000000000000000000000000000..daf0a9089511ddb24bc6f762a7213dd6fd6b123e
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000443.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 443,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.7938867624980297,
+    "thickness_scale": 0.9321696705911328
+  },
+  "rq_target": 0.0010665563420362099,
+  "rq_actual": 0.0010665563420362099,
+  "ra_actual": 0.0008626521338556388,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    273,
+    185
+  ],
+  "physical_dimensions": [
+    0.18849568270066683,
+    0.0673861292959567
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003364747511627048,
+    "max_slope": 0.061956515553626086,
+    "height_range": 0.6923381695265358,
+    "mean_height": 0.08340689357403992,
+    "std_height": 0.15108812916645736
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.396412",
+  "correlation_length": 0.017582795378732686,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6906341098679722,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30058998265643067,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000445.json b/metadata/complex_airfoil/sample_000445.json
new file mode 100644
index 0000000000000000000000000000000000000000..f63250b47d4e22d9f0a60c17c04b0b60e99c0b67
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000445.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 445,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.931133249775359,
+    "thickness_scale": 0.8328029267285033
+  },
+  "rq_target": 0.002380178648342632,
+  "rq_actual": 0.0023801786483426323,
+  "ra_actual": 0.0019106972957156638,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    276,
+    134
+  ],
+  "physical_dimensions": [
+    0.16118237578303274,
+    0.033472479806400945
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00029209004112611944,
+    "max_slope": 0.0016568751621435745,
+    "height_range": 0.042875000168879754,
+    "mean_height": 0.025654748009856312,
+    "std_height": 0.011736676662812605
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.598682",
+  "correlation_length": 0.03220667091420566,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7967299192664237,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4176586396736573,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000454.json b/metadata/complex_airfoil/sample_000454.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbe19b22ea19c34ebed8c12f60fbe46520f26f05
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000454.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 454,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.3813472955784873,
+    "thickness_scale": 0.98928450920835
+  },
+  "rq_target": 0.0006487779696834753,
+  "rq_actual": 0.0006487779696834753,
+  "ra_actual": 0.0005308939680500873,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    366,
+    124
+  ],
+  "physical_dimensions": [
+    0.18205629174960453,
+    0.09636731999340206
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000815642320624005,
+    "max_slope": 0.009772203171066187,
+    "height_range": 0.13611724704477215,
+    "mean_height": 0.03673499604262017,
+    "std_height": 0.030494436350545457
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.252155",
+  "correlation_length_x": 0.04077034678744846,
+  "correlation_length_y": 0.002996845759541626,
+  "orientation": 100.64649966970678,
+  "anisotropy_ratio": 13.604419465913512,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8171667727298655,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36324209714178635,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000455.json b/metadata/complex_airfoil/sample_000455.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ad8bcbc4e0b8894077bd44d3eaf4d9f0fe6617b
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000455.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 455,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.5598717021935118,
+    "thickness_scale": 0.7009892490147546
+  },
+  "rq_target": 0.0010383917707823816,
+  "rq_actual": 0.0010383917707823816,
+  "ra_actual": 0.0008363581027064763,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    307,
+    170
+  ],
+  "physical_dimensions": [
+    0.1503362623119196,
+    0.04662763728598053
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009868697287192339,
+    "max_slope": 0.013709730141815264,
+    "height_range": 0.18727391840387533,
+    "mean_height": 0.06219093570613188,
+    "std_height": 0.04233090388670709
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.385826",
+  "correlation_length": 0.009787733352573448,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7208296556280623,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3091592382953288,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000460.json b/metadata/complex_airfoil/sample_000460.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee7583c602448d03529a0619b2fd88a8961abcf7
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000460.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 460,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.8137533511694983,
+    "thickness_scale": 0.9600772783821729
+  },
+  "rq_target": 0.0012775062739853295,
+  "rq_actual": 0.0012775062739853295,
+  "ra_actual": 0.0010314931503175519,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    359,
+    102
+  ],
+  "physical_dimensions": [
+    0.1931872325386593,
+    0.10107413864868577
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005213966428386268,
+    "max_slope": 0.0555120653894934,
+    "height_range": 0.7125652957668969,
+    "mean_height": 0.0844053660937703,
+    "std_height": 0.1561283878699418
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.885979",
+  "correlation_length": 0.03835288681458613,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7030528861153138,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31084219476139113,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000470.json b/metadata/complex_airfoil/sample_000470.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5907c0d827a5bdf3b05951c295c914f3f4d360c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000470.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 470,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.8873704510959062,
+    "thickness_scale": 0.7355800784202252
+  },
+  "rq_target": 0.003341884326762734,
+  "rq_actual": 0.003341884326762734,
+  "ra_actual": 0.0027078272376255363,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    332,
+    174
+  ],
+  "physical_dimensions": [
+    0.1819787872655117,
+    0.11797341348438435
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008124300245627158,
+    "max_slope": 0.013108948629008426,
+    "height_range": 0.16609730603580536,
+    "mean_height": 0.03538756952644483,
+    "std_height": 0.0368718160994909
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.983986",
+  "correlation_length_x": 0.024167757066381013,
+  "correlation_length_y": 0.02126078849306558,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.1367291045797088,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.753209329290631,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4528998890427506,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000485.json b/metadata/complex_airfoil/sample_000485.json
new file mode 100644
index 0000000000000000000000000000000000000000..62cb20b78253c2d745fa16d69298c842c26fa771
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000485.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 485,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.7554592231959714,
+    "thickness_scale": 0.8022964421229837
+  },
+  "rq_target": 0.0007235860336235059,
+  "rq_actual": 0.000723586033623506,
+  "ra_actual": 0.0005904990041024258,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    317,
+    168
+  ],
+  "physical_dimensions": [
+    0.16571375645610217,
+    0.035606331760444594
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006804712768374965,
+    "max_slope": 0.008952962080335695,
+    "height_range": 0.12983942940227278,
+    "mean_height": 0.04666408652306518,
+    "std_height": 0.02954639687166227
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.490624",
+  "correlation_length_x": 0.01382869957450299,
+  "correlation_length_y": 0.0034550209432981593,
+  "orientation": 8.793745914232732,
+  "anisotropy_ratio": 4.0024937045105515,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7790531285352145,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4723909641892863,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000486.json b/metadata/complex_airfoil/sample_000486.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd3f0e708a44f7008a227096de7639ecf37fa395
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000486.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 486,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.7871167477264531,
+    "thickness_scale": 0.9698907548129994
+  },
+  "rq_target": 0.0031533071544184183,
+  "rq_actual": 0.003153307154418418,
+  "ra_actual": 0.0025522613868714647,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    377,
+    124
+  ],
+  "physical_dimensions": [
+    0.15789997337681208,
+    0.09517422607206634
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007411995688071277,
+    "max_slope": 0.009131092481201537,
+    "height_range": 0.1213431810649986,
+    "mean_height": 0.020933949903215187,
+    "std_height": 0.02681807108160013
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.597304",
+  "correlation_length": 0.05284946063427126,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.763891955824372,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42386421487468573,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000490.json b/metadata/complex_airfoil/sample_000490.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b5761b7db9a6ec4c3e64a95eb016deebe21b2d7
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000490.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 490,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.3828006004789768,
+    "thickness_scale": 0.7763262406492755
+  },
+  "rq_target": 0.0020782167041582264,
+  "rq_actual": 0.0020782167041582264,
+  "ra_actual": 0.0016946671257031729,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    331,
+    109
+  ],
+  "physical_dimensions": [
+    0.15880856210306363,
+    0.051314667235496096
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0040173340673210125,
+    "max_slope": 0.04668166967231374,
+    "height_range": 0.5750093509183867,
+    "mean_height": 0.06433512251359999,
+    "std_height": 0.12574338708509458
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.110809",
+  "correlation_length_x": 0.05554424673034684,
+  "correlation_length_y": 0.007453527037027579,
+  "orientation": 110.24391355898017,
+  "anisotropy_ratio": 7.452075568306726,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7433614337482379,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4441218120303211,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000503.json b/metadata/complex_airfoil/sample_000503.json
new file mode 100644
index 0000000000000000000000000000000000000000..c356b3c9964dce922a4604c0b6b65691292ac483
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000503.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 503,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 0.7810061281692934,
+    "thickness_scale": 0.9789153384847675
+  },
+  "rq_target": 0.0019654379469135046,
+  "rq_actual": 0.0019654379469135046,
+  "ra_actual": 0.0015911542990109178,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    285,
+    132
+  ],
+  "physical_dimensions": [
+    0.15610953136792385,
+    0.03590142289321074
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00013281668831187742,
+    "max_slope": 0.0012049050374130005,
+    "height_range": 0.020991886616385434,
+    "mean_height": 0.010376723680597394,
+    "std_height": 0.005142350749201641
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.555045",
+  "correlation_length": 0.013038221440021175,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7155680026142018,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3513886364787198,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000504.json b/metadata/complex_airfoil/sample_000504.json
new file mode 100644
index 0000000000000000000000000000000000000000..8241610112c4f6b76628f3605fa54e1be38ba9a8
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000504.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 504,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.881821352422503,
+    "thickness_scale": 0.9653710412908123
+  },
+  "rq_target": 0.0025106808242911422,
+  "rq_actual": 0.0025106808242911422,
+  "ra_actual": 0.0020159955450183165,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    253,
+    187
+  ],
+  "physical_dimensions": [
+    0.1660155023815244,
+    0.042605667706597516
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001069791165127152,
+    "max_slope": 0.019490208584149293,
+    "height_range": 0.210657878091899,
+    "mean_height": 0.03513285921872279,
+    "std_height": 0.04638791994695263
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.663019",
+  "correlation_length": 0.03075163698538158,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7495733063618542,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4033814052491246,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000507.json b/metadata/complex_airfoil/sample_000507.json
new file mode 100644
index 0000000000000000000000000000000000000000..4144ac8744b633cfb9dbda797414d88dc15f9590
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000507.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 507,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.6927623544190232,
+    "thickness_scale": 0.9981688969034602
+  },
+  "rq_target": 0.0005370998605193742,
+  "rq_actual": 0.0005370998605193742,
+  "ra_actual": 0.00042713555236539543,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    397,
+    104
+  ],
+  "physical_dimensions": [
+    0.18134420758565883,
+    0.041413373529625805
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005203741453111826,
+    "max_slope": 0.05380047154195272,
+    "height_range": 0.730254218331484,
+    "mean_height": 0.03224726266494031,
+    "std_height": 0.15808561025531434
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.950050",
+  "correlation_length": 0.08265782811115502,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8489443878510132,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3553188500063459,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000509.json b/metadata/complex_airfoil/sample_000509.json
new file mode 100644
index 0000000000000000000000000000000000000000..66b1957b6d29de4182dcc20e7359cadc21597181
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000509.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 509,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.850506670809314,
+    "thickness_scale": 0.7819259407811463
+  },
+  "rq_target": 0.004528831218552737,
+  "rq_actual": 0.004528831218552737,
+  "ra_actual": 0.003704252740766021,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    297,
+    132
+  ],
+  "physical_dimensions": [
+    0.18145924408123518,
+    0.04491545125137758
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013051591144492645,
+    "max_slope": 0.015683167870207036,
+    "height_range": 0.21423795488977157,
+    "mean_height": 0.07377016339930903,
+    "std_height": 0.048608852327786556
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.141510",
+  "correlation_length": 0.02473073571318676,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.696076645205349,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37193358950364674,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000513.json b/metadata/complex_airfoil/sample_000513.json
new file mode 100644
index 0000000000000000000000000000000000000000..30d02d63a3e711349a16311ab575a22fb2ea2cc5
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000513.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 513,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.656036116174694,
+    "thickness_scale": 0.9106853824463716
+  },
+  "rq_target": 0.0009742201274763175,
+  "rq_actual": 0.0009742201274763175,
+  "ra_actual": 0.0007953859409385122,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    223,
+    197
+  ],
+  "physical_dimensions": [
+    0.15295884842399968,
+    0.03375663208866498
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000820829464853633,
+    "max_slope": 0.012057645376103694,
+    "height_range": 0.13647869764865864,
+    "mean_height": 0.04396200233792398,
+    "std_height": 0.030794698309317674
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.696329",
+  "correlation_length": 0.02473876329415767,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8416967332875461,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34576740442090437,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000517.json b/metadata/complex_airfoil/sample_000517.json
new file mode 100644
index 0000000000000000000000000000000000000000..a19108b2e734966ab5f67fabb4399a58630b8667
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000517.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 517,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.5364477371101268,
+    "thickness_scale": 0.9962901438557747
+  },
+  "rq_target": 0.003873427458849278,
+  "rq_actual": 0.0038734274588492776,
+  "ra_actual": 0.0030558225111602146,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    343,
+    147
+  ],
+  "physical_dimensions": [
+    0.16346591220773118,
+    0.03769156091227056
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006579652473081135,
+    "max_slope": 0.00968751228942592,
+    "height_range": 0.12151123114538817,
+    "mean_height": 0.014263439595112346,
+    "std_height": 0.026542099152909372
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.072552",
+  "correlation_length_x": 0.037850437531652695,
+  "correlation_length_y": 0.010027429955222409,
+  "orientation": 15.0,
+  "anisotropy_ratio": 3.774689795957111,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7120440173985084,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43732751781009693,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000518.json b/metadata/complex_airfoil/sample_000518.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e8fc6e80c89725f445e1c8972b37540129697c9
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000518.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 518,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.8331439957750448,
+    "thickness_scale": 0.9845854539373635
+  },
+  "rq_target": 0.0012155663340049903,
+  "rq_actual": 0.0012155663340049903,
+  "ra_actual": 0.0009963868341428767,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    373,
+    113
+  ],
+  "physical_dimensions": [
+    0.1645280692728001,
+    0.03320132844132162
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004800790409092268,
+    "max_slope": 0.054875254856362646,
+    "height_range": 0.7210072954440157,
+    "mean_height": 0.03877552512634075,
+    "std_height": 0.15612437823195593
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.182033",
+  "correlation_length_x": 0.0243814163937686,
+  "correlation_length_y": 0.005235490772439978,
+  "orientation": 146.56982482654007,
+  "anisotropy_ratio": 4.656949549431781,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7152285618146863,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43195955490149085,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000525.json b/metadata/complex_airfoil/sample_000525.json
new file mode 100644
index 0000000000000000000000000000000000000000..9771edfe5984c394164884dc7f57465ba225d4fc
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000525.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 525,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.9370394306747865,
+    "thickness_scale": 0.7218296037208072
+  },
+  "rq_target": 0.001919651610582987,
+  "rq_actual": 0.001919651610582987,
+  "ra_actual": 0.0015707222707965654,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    350,
+    138
+  ],
+  "physical_dimensions": [
+    0.1930832789820346,
+    0.06148314761665019
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008058180671935535,
+    "max_slope": 0.006703223396554787,
+    "height_range": 0.1515192930517848,
+    "mean_height": 0.07725954047153566,
+    "std_height": 0.03755564155000433
+  },
+  "generation_timestamp": "2025-11-08T03:28:35.186966",
+  "correlation_length": 0.07989891075578472,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8489720454396503,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35698817755475576,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000531.json b/metadata/complex_airfoil/sample_000531.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b9eac814903bb5de75a9cea05769e216e55e342
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000531.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 531,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.1786106986758198,
+    "thickness_scale": 0.8311995208238737
+  },
+  "rq_target": 0.0017472871054219656,
+  "rq_actual": 0.0017472871054219656,
+  "ra_actual": 0.0014307968961860117,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    333,
+    183
+  ],
+  "physical_dimensions": [
+    0.16476902708742286,
+    0.03296031932253426
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005513224684672065,
+    "max_slope": 0.008642863651756098,
+    "height_range": 0.11484758107333005,
+    "mean_height": 0.03133493918871395,
+    "std_height": 0.025694450245440693
+  },
+  "generation_timestamp": "2025-11-08T03:28:35.963970",
+  "correlation_length": 0.0368902161275734,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8249208669166794,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4181726044455008,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000559.json b/metadata/complex_airfoil/sample_000559.json
new file mode 100644
index 0000000000000000000000000000000000000000..9faa8a850169eb0c6b8d36e99462eb6e881d9a11
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000559.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 559,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.712888290695427,
+    "thickness_scale": 0.9044846938106158
+  },
+  "rq_target": 0.0024337405882072028,
+  "rq_actual": 0.0024337405882072028,
+  "ra_actual": 0.0020248990201075104,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    288,
+    187
+  ],
+  "physical_dimensions": [
+    0.19969222796588396,
+    0.05439599284186882
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0030740823059933666,
+    "max_slope": 0.05726014448799023,
+    "height_range": 0.66209115555523,
+    "mean_height": 0.03315218654998187,
+    "std_height": 0.14275427650366507
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.543111",
+  "correlation_length_x": 0.03462796033648414,
+  "correlation_length_y": 0.01071108283518105,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.2329093957472717,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8414338013724776,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3472802343242265,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000570.json b/metadata/complex_airfoil/sample_000570.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e4998598f369a50586f9961a4e744d4a4abef67
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000570.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 570,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.856422615215475,
+    "thickness_scale": 0.8406311295596505
+  },
+  "rq_target": 0.0012873172393323906,
+  "rq_actual": 0.0012873172393323906,
+  "ra_actual": 0.001037333538687481,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    382,
+    175
+  ],
+  "physical_dimensions": [
+    0.1968708757623353,
+    0.0596765902216415
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006352113521856349,
+    "max_slope": 0.008475207812808966,
+    "height_range": 0.1366184050713547,
+    "mean_height": 0.0493746555957285,
+    "std_height": 0.031088138765493444
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.923027",
+  "correlation_length_x": 0.0260105633179052,
+  "correlation_length_y": 0.007579894422898113,
+  "orientation": 60.0,
+  "anisotropy_ratio": 3.4315205287463972,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6746872655429725,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3744745108399721,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000592.json b/metadata/complex_airfoil/sample_000592.json
new file mode 100644
index 0000000000000000000000000000000000000000..731de050c49e6651aa30ba213bbe7cac40ff145b
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000592.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 592,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.6970804604289382,
+    "thickness_scale": 0.7395009523106985
+  },
+  "rq_target": 0.002361466412046954,
+  "rq_actual": 0.002361466412046954,
+  "ra_actual": 0.00196760679362121,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    324,
+    145
+  ],
+  "physical_dimensions": [
+    0.19907576205300967,
+    0.09317494993372977
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005258348347400849,
+    "max_slope": 0.007585297128162346,
+    "height_range": 0.09412338982212111,
+    "mean_height": 0.018531254420480932,
+    "std_height": 0.020863536776548928
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.858000",
+  "correlation_length_x": 0.017037330650861077,
+  "correlation_length_y": 0.02083619225149659,
+  "orientation": 90.0,
+  "anisotropy_ratio": 0.8176796626378481,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7841507452573987,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4142408381401459,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000594.json b/metadata/complex_airfoil/sample_000594.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca6a5bc7e7ed359e327de8e00226f57e14b897f0
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000594.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 594,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.8813663225969846,
+    "thickness_scale": 0.902727837597016
+  },
+  "rq_target": 0.0019774783853821806,
+  "rq_actual": 0.00197747838538218,
+  "ra_actual": 0.0016299488967341667,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    363,
+    115
+  ],
+  "physical_dimensions": [
+    0.17275083841614583,
+    0.03724074094573014
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00022564560048210787,
+    "max_slope": 0.0013782715715570117,
+    "height_range": 0.04223693003366101,
+    "mean_height": 0.025015552622245668,
+    "std_height": 0.011447229153308034
+  },
+  "generation_timestamp": "2025-11-08T03:34:52.101923",
+  "correlation_length": 0.03301505404684921,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6548187524928225,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4773253333778177,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000598.json b/metadata/complex_airfoil/sample_000598.json
new file mode 100644
index 0000000000000000000000000000000000000000..51eaa6132aede48100a72b980e586a4858ecf215
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000598.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 598,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.501773441146038,
+    "thickness_scale": 0.8495870669951248
+  },
+  "rq_target": 0.0010377126693675827,
+  "rq_actual": 0.001037712669367583,
+  "ra_actual": 0.0008343452284612215,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    309,
+    170
+  ],
+  "physical_dimensions": [
+    0.18989011132332156,
+    0.08738568828130515
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001086894736926391,
+    "max_slope": 0.016180082776153806,
+    "height_range": 0.20940487437506872,
+    "mean_height": 0.059875876005492025,
+    "std_height": 0.04695277148561997
+  },
+  "generation_timestamp": "2025-11-08T03:34:52.494804",
+  "correlation_length": 0.01826846428271385,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6787777849728497,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3027397780637153,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000605.json b/metadata/complex_airfoil/sample_000605.json
new file mode 100644
index 0000000000000000000000000000000000000000..031145101648b62e57ee228d25cdde87f02754b4
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000605.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 605,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.2836962799872211,
+    "thickness_scale": 0.7886569268543554
+  },
+  "rq_target": 0.0016402467839215257,
+  "rq_actual": 0.0016402467839215255,
+  "ra_actual": 0.0013545555354256018,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    316,
+    179
+  ],
+  "physical_dimensions": [
+    0.1523984047293915,
+    0.04895979279873622
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009437017059199019,
+    "max_slope": 0.014736187161703348,
+    "height_range": 0.18985266903437198,
+    "mean_height": 0.05118482065425237,
+    "std_height": 0.0424625948130306
+  },
+  "generation_timestamp": "2025-11-08T03:37:45.556357",
+  "correlation_length": 0.04215505575817941,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7234588752190582,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.390760425207215,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000613.json b/metadata/complex_airfoil/sample_000613.json
new file mode 100644
index 0000000000000000000000000000000000000000..914c0e13a4e8b1674d400966ba67401c0dfe0e5a
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000613.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 613,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 0.7840173291835315,
+    "thickness_scale": 0.9653492222070563
+  },
+  "rq_target": 0.001940916391055879,
+  "rq_actual": 0.0019409163910558793,
+  "ra_actual": 0.0016005300371933157,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    235,
+    133
+  ],
+  "physical_dimensions": [
+    0.19651060875008475,
+    0.11001868898256073
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0001545132594622443,
+    "max_slope": 0.0013540738508994528,
+    "height_range": 0.020975317022292737,
+    "mean_height": 0.010408855004466507,
+    "std_height": 0.005153017904500067
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.444582",
+  "correlation_length": 0.07977449648876189,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8183810576843197,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44700667651621845,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000622.json b/metadata/complex_airfoil/sample_000622.json
new file mode 100644
index 0000000000000000000000000000000000000000..7cfdbdd696edbafe282cd68243e5513ecff50896
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000622.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 622,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.5531877583354694,
+    "thickness_scale": 0.7993159852034679
+  },
+  "rq_target": 0.0041698972146279765,
+  "rq_actual": 0.0041698972146279765,
+  "ra_actual": 0.0034039457031537737,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    391,
+    179
+  ],
+  "physical_dimensions": [
+    0.1695220942991305,
+    0.06061607682732583
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00044645473862912915,
+    "max_slope": 0.007336931609190089,
+    "height_range": 0.09872133103243272,
+    "mean_height": 0.014713844720847555,
+    "std_height": 0.02167694894117654
+  },
+  "generation_timestamp": "2025-11-08T03:37:47.514675",
+  "correlation_length_x": 0.12195131777766301,
+  "correlation_length_y": 0.02462253770655866,
+  "orientation": 20.146655110733786,
+  "anisotropy_ratio": 4.95283301952987,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7801396818035166,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3280672578016778,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000628.json b/metadata/complex_airfoil/sample_000628.json
new file mode 100644
index 0000000000000000000000000000000000000000..55c1d4c762b5e6dfcaa15abca78a09902955efff
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000628.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 628,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 0.5733291751904874,
+    "thickness_scale": 0.752116298882648
+  },
+  "rq_target": 0.004095179970610859,
+  "rq_actual": 0.004095179970610859,
+  "ra_actual": 0.0033692313448602245,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    250,
+    126
+  ],
+  "physical_dimensions": [
+    0.19199467906789425,
+    0.11790451697051871
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00011030074528503755,
+    "max_slope": 0.0009932703238311612,
+    "height_range": 0.015611559834801413,
+    "mean_height": 0.00761366516041264,
+    "std_height": 0.003808268390753228
+  },
+  "generation_timestamp": "2025-11-08T03:40:49.766382",
+  "correlation_length": 0.028127146850959177,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7441907981348336,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44164293207431937,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000633.json b/metadata/complex_airfoil/sample_000633.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b395084dbee8d4ca16c71816f4b90fececb8c1d
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000633.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 633,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 0.9633722693604939,
+    "thickness_scale": 0.7655037338725366
+  },
+  "rq_target": 0.002058463941664253,
+  "rq_actual": 0.002058463941664253,
+  "ra_actual": 0.0017229938290259,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    336,
+    154
+  ],
+  "physical_dimensions": [
+    0.18156286272661565,
+    0.0539980412818176
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00012718959016692514,
+    "max_slope": 0.0009878848033944923,
+    "height_range": 0.023320775035906217,
+    "mean_height": 0.012806598680079625,
+    "std_height": 0.006009167428798249
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.472945",
+  "correlation_length_x": 0.014100489783610221,
+  "correlation_length_y": 0.005667260617926519,
+  "orientation": 174.2608882466857,
+  "anisotropy_ratio": 2.4880609405905822,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7487683892161338,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4599628473211411,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000636.json b/metadata/complex_airfoil/sample_000636.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed18424fe7bc788cc8d7b6322061a108a25d6d3e
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000636.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 636,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.898676312540091,
+    "thickness_scale": 0.7105663447729728
+  },
+  "rq_target": 0.002053009553659441,
+  "rq_actual": 0.002053009553659441,
+  "ra_actual": 0.0016871517903773805,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    235,
+    173
+  ],
+  "physical_dimensions": [
+    0.15754128154302588,
+    0.046829301009766976
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001059264583339869,
+    "max_slope": 0.008453084620943007,
+    "height_range": 0.14857942284115983,
+    "mean_height": 0.07562243465614567,
+    "std_height": 0.036910970940053696
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.858499",
+  "correlation_length": 0.015234853199895051,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7365636473032059,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34747041853201294,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000642.json b/metadata/complex_airfoil/sample_000642.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8ac0c0f87337d97f65e374cfb6eb2e88efb4481
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000642.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 642,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.4084662426468006,
+    "thickness_scale": 0.8750731165162039
+  },
+  "rq_target": 0.0023060222048235995,
+  "rq_actual": 0.0023060222048236,
+  "ra_actual": 0.0018882130929965188,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    200,
+    193
+  ],
+  "physical_dimensions": [
+    0.16575672473925965,
+    0.07399629070512387
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002908479116382647,
+    "max_slope": 0.0018285714330624782,
+    "height_range": 0.03263765567612943,
+    "mean_height": 0.01868508997701571,
+    "std_height": 0.008688529067466552
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.571717",
+  "correlation_length": 0.036595293954290196,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.723127741634831,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3314724578910137,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000644.json b/metadata/complex_airfoil/sample_000644.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2e5642ea5915df32b0d188538bd21329c8eae95
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000644.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 644,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 0.8716081788234638,
+    "thickness_scale": 0.8147456469564751
+  },
+  "rq_target": 0.0033367985548857417,
+  "rq_actual": 0.003336798554885742,
+  "ra_actual": 0.002699160219341148,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    294,
+    174
+  ],
+  "physical_dimensions": [
+    0.1526221537052072,
+    0.07952518827953978
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005274865036816043,
+    "max_slope": 0.00708878500992186,
+    "height_range": 0.09790530099685602,
+    "mean_height": 0.034745319526608115,
+    "std_height": 0.02225340599012602
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.785309",
+  "correlation_length_x": 0.036672308022241876,
+  "correlation_length_y": 0.011268315620705446,
+  "orientation": 15.0,
+  "anisotropy_ratio": 3.254462268953204,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7425143895034091,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4372885900220001,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000651.json b/metadata/complex_airfoil/sample_000651.json
new file mode 100644
index 0000000000000000000000000000000000000000..12385b19c9e372f5f35b0da7c7e3c560a1e54eac
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000651.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 651,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.8585564336964728,
+    "thickness_scale": 0.800679505817049
+  },
+  "rq_target": 0.0006266018632576008,
+  "rq_actual": 0.0006266018632576008,
+  "ra_actual": 0.000503534922879966,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    339,
+    130
+  ],
+  "physical_dimensions": [
+    0.1525541652520405,
+    0.045136065742624173
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0036040066977468337,
+    "max_slope": 0.04801481307922844,
+    "height_range": 0.6002003093940728,
+    "mean_height": 0.08647599679484916,
+    "std_height": 0.13190393663868388
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.254661",
+  "correlation_length_x": 0.028702644768386288,
+  "correlation_length_y": 0.004001373844862504,
+  "orientation": 174.68059137005343,
+  "anisotropy_ratio": 7.173197476971207,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6766088242845358,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42328009645971215,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000652.json b/metadata/complex_airfoil/sample_000652.json
new file mode 100644
index 0000000000000000000000000000000000000000..bc7faae913739b1c05e58f1060967779851ce322
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000652.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 652,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.4489517203912783,
+    "thickness_scale": 0.9080484431300447
+  },
+  "rq_target": 0.0007531149865222512,
+  "rq_actual": 0.0007531149865222512,
+  "ra_actual": 0.000616405894305019,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    212,
+    125
+  ],
+  "physical_dimensions": [
+    0.15362157254783235,
+    0.043225660366428394
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002892396029024621,
+    "max_slope": 0.001808907499591149,
+    "height_range": 0.03361525111343837,
+    "mean_height": 0.019227713466579963,
+    "std_height": 0.0089383855457962
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.334774",
+  "correlation_length": 0.023676647869473526,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8097163074830626,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3990868082230619,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000665.json b/metadata/complex_airfoil/sample_000665.json
new file mode 100644
index 0000000000000000000000000000000000000000..dfe7980e88b0cc3fc351e69737a48ef81db4d4ae
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000665.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 665,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.484315939312819,
+    "thickness_scale": 0.906894375598574
+  },
+  "rq_target": 0.0011095219157687534,
+  "rq_actual": 0.0011095219157687534,
+  "ra_actual": 0.0009148960870026346,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    372,
+    100
+  ],
+  "physical_dimensions": [
+    0.181685116564522,
+    0.08927984901879943
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004973626643266484,
+    "max_slope": 0.05128673785752205,
+    "height_range": 0.6700620412813059,
+    "mean_height": 0.0690813499043826,
+    "std_height": 0.14641544493452738
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.791121",
+  "correlation_length": 0.012731879390921482,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7676773808137571,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4437724564947417,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000668.json b/metadata/complex_airfoil/sample_000668.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7d546e3b55062d186015f25cabeeffa20951e70
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000668.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 668,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.3125652592332482,
+    "thickness_scale": 0.8327824330882518
+  },
+  "rq_target": 0.0012119234950980422,
+  "rq_actual": 0.0012119234950980422,
+  "ra_actual": 0.0009883646298999456,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    318,
+    198
+  ],
+  "physical_dimensions": [
+    0.17339664563294893,
+    0.0805378017599808
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0026951478396099677,
+    "max_slope": 0.050912670653247886,
+    "height_range": 0.614720997623798,
+    "mean_height": 0.06105979268045816,
+    "std_height": 0.13356997874734927
+  },
+  "generation_timestamp": "2025-11-08T03:43:53.287927",
+  "correlation_length_x": 0.04133286664252289,
+  "correlation_length_y": 0.006487154690314335,
+  "orientation": 30.0,
+  "anisotropy_ratio": 6.371493916159429,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8419432358686032,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36213210511139726,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000673.json b/metadata/complex_airfoil/sample_000673.json
new file mode 100644
index 0000000000000000000000000000000000000000..c82acee7ff5de9c7b8fd4b7bbf0e6a80ed132c47
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000673.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 673,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.281158124396571,
+    "thickness_scale": 0.8784320974901623
+  },
+  "rq_target": 0.0013030686340464348,
+  "rq_actual": 0.0013030686340464348,
+  "ra_actual": 0.0010565565190587066,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    268,
+    197
+  ],
+  "physical_dimensions": [
+    0.18872803707626945,
+    0.05657671639978047
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006317418533966567,
+    "max_slope": 0.010280518746386759,
+    "height_range": 0.12233967550562092,
+    "mean_height": 0.03403624074031794,
+    "std_height": 0.02739005012345529
+  },
+  "generation_timestamp": "2025-11-08T03:43:53.921701",
+  "correlation_length_x": 0.027344304647026967,
+  "correlation_length_y": 0.01300963307965142,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.1018505656240714,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.76077878501576,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40620287305391656,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000684.json b/metadata/complex_airfoil/sample_000684.json
new file mode 100644
index 0000000000000000000000000000000000000000..052ab110dea97a81bb4a19cee23c139cff2eafe3
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000684.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 684,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.7227887037031784,
+    "thickness_scale": 0.8304815296106891
+  },
+  "rq_target": 0.0011283265713143188,
+  "rq_actual": 0.0011283265713143188,
+  "ra_actual": 0.0009240200784549828,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    333,
+    106
+  ],
+  "physical_dimensions": [
+    0.19390062802210556,
+    0.040796998994821615
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002253726060304872,
+    "max_slope": 0.0013491326804378452,
+    "height_range": 0.038696446028187295,
+    "mean_height": 0.02290128810415762,
+    "std_height": 0.010489006336346779
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.933843",
+  "correlation_length_x": 0.28694180405569847,
+  "correlation_length_y": 0.02433556928072814,
+  "orientation": 13.575454784270347,
+  "anisotropy_ratio": 11.791045475272027,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6579100703565911,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45989665828300585,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000686.json b/metadata/complex_airfoil/sample_000686.json
new file mode 100644
index 0000000000000000000000000000000000000000..82946814f35a6d0e4d501eb0c8b03d5d9996af42
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000686.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 686,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.2444917734176701,
+    "thickness_scale": 0.7676281046933151
+  },
+  "rq_target": 0.002041337955583102,
+  "rq_actual": 0.002041337955583102,
+  "ra_actual": 0.0016658226381531457,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    267,
+    125
+  ],
+  "physical_dimensions": [
+    0.1932698943027336,
+    0.055209804679681285
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007591570616073395,
+    "max_slope": 0.007519922029036497,
+    "height_range": 0.11467075539813515,
+    "mean_height": 0.04959250022206219,
+    "std_height": 0.026922658483938176
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.154343",
+  "correlation_length_x": 0.03426507328386027,
+  "correlation_length_y": 0.017780850235071637,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.927077323685822,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7407533358075875,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4505510071161843,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000691.json b/metadata/complex_airfoil/sample_000691.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bc631589c44e83f5cbe0f11808e4591875cc993
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000691.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 691,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.6295059195021022,
+    "thickness_scale": 0.9345154724113709
+  },
+  "rq_target": 0.0021719591721919103,
+  "rq_actual": 0.00217195917219191,
+  "ra_actual": 0.0017770664783087109,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    274,
+    108
+  ],
+  "physical_dimensions": [
+    0.16603774985833167,
+    0.05554908675325568
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014553143666192598,
+    "max_slope": 0.01786322685463913,
+    "height_range": 0.20001230592043265,
+    "mean_height": 0.02508798755722907,
+    "std_height": 0.043849635944743774
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.753877",
+  "correlation_length": 0.05872381538300631,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6947991011198054,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3221032101992983,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000706.json b/metadata/complex_airfoil/sample_000706.json
new file mode 100644
index 0000000000000000000000000000000000000000..aeccf7a923738e61ea38a9bf861633fef270b6da
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000706.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 706,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.9871485083114504,
+    "thickness_scale": 0.8888072314501089
+  },
+  "rq_target": 0.0011181606411239647,
+  "rq_actual": 0.0011181606411239645,
+  "ra_actual": 0.0009264263993851928,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    248,
+    161
+  ],
+  "physical_dimensions": [
+    0.166153805992392,
+    0.06321869521536172
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003539830817261957,
+    "max_slope": 0.06100429597024913,
+    "height_range": 0.6522987557459277,
+    "mean_height": 0.04588039300812083,
+    "std_height": 0.14112272180469554
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.709292",
+  "correlation_length_x": 0.33890651206154276,
+  "correlation_length_y": 0.01706703341168942,
+  "orientation": 42.77052417785318,
+  "anisotropy_ratio": 19.85737672660918,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8448993687450936,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33146305043726704,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000711.json b/metadata/complex_airfoil/sample_000711.json
new file mode 100644
index 0000000000000000000000000000000000000000..078e820b3daa71b1bc2317d588be9bfa97dd1e81
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000711.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 711,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.4537655291239617,
+    "thickness_scale": 0.964017095208678
+  },
+  "rq_target": 0.0022396500946047695,
+  "rq_actual": 0.0022396500946047695,
+  "ra_actual": 0.0018229307777962135,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    370,
+    170
+  ],
+  "physical_dimensions": [
+    0.16017198440819172,
+    0.044681673248077265
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006516772923805821,
+    "max_slope": 0.009526190316556014,
+    "height_range": 0.13558561192489266,
+    "mean_height": 0.03866200907401038,
+    "std_height": 0.030391499439205858
+  },
+  "generation_timestamp": "2025-11-08T03:49:41.370789",
+  "correlation_length_x": 0.024621309101344507,
+  "correlation_length_y": 0.01397848350638558,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.7613719750141084,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7374738348402989,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3966879106604185,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000724.json b/metadata/complex_airfoil/sample_000724.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c1bc9b49a4537426fdc546045294829eb7d6b21
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000724.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 724,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.0978480938101698,
+    "thickness_scale": 0.8565977181372995
+  },
+  "rq_target": 0.004383234859432809,
+  "rq_actual": 0.004383234859432809,
+  "ra_actual": 0.003581783407601369,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    329,
+    141
+  ],
+  "physical_dimensions": [
+    0.19757238020753665,
+    0.0562779110380341
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006539512764619186,
+    "max_slope": 0.008893369221950272,
+    "height_range": 0.11533001885993681,
+    "mean_height": 0.029186681990667394,
+    "std_height": 0.025766250140824603
+  },
+  "generation_timestamp": "2025-11-08T03:49:43.028082",
+  "correlation_length": 0.02819516249476669,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7350955619740249,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3239339635533799,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000744.json b/metadata/complex_airfoil/sample_000744.json
new file mode 100644
index 0000000000000000000000000000000000000000..25bf6b399d8ba69946eef2d83585f7f2f188c5c5
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000744.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 744,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 0.8113008400952904,
+    "thickness_scale": 0.9677304082230599
+  },
+  "rq_target": 0.002059898905047449,
+  "rq_actual": 0.002059898905047449,
+  "ra_actual": 0.0016729808650106524,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    256,
+    122
+  ],
+  "physical_dimensions": [
+    0.15653115987707616,
+    0.06768199617849346
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0001508513641326175,
+    "max_slope": 0.0012968987203145277,
+    "height_range": 0.021519876604596658,
+    "mean_height": 0.010774892012431132,
+    "std_height": 0.005303147010650855
+  },
+  "generation_timestamp": "2025-11-08T03:52:48.005523",
+  "correlation_length_x": 0.34961494935000825,
+  "correlation_length_y": 0.021040664047065217,
+  "orientation": 120.93319259276498,
+  "anisotropy_ratio": 16.616155676834403,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7959322796106343,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4769660234353461,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000746.json b/metadata/complex_airfoil/sample_000746.json
new file mode 100644
index 0000000000000000000000000000000000000000..fdb36246b07d55d929b5d9d5b86840c7df6d3fb4
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000746.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 746,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 0.7545555019435972,
+    "thickness_scale": 0.7194862574992386
+  },
+  "rq_target": 0.002802766206722248,
+  "rq_actual": 0.002802766206722248,
+  "ra_actual": 0.0022493982979194,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    345,
+    129
+  ],
+  "physical_dimensions": [
+    0.1926820432533762,
+    0.06775943775613397
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005576472740245843,
+    "max_slope": 0.00718812623252624,
+    "height_range": 0.09305149571731236,
+    "mean_height": 0.02006298029239146,
+    "std_height": 0.02069757234149908
+  },
+  "generation_timestamp": "2025-11-08T03:52:48.210037",
+  "correlation_length_x": 0.02826242454884057,
+  "correlation_length_y": 0.0031419796128521467,
+  "orientation": 0.0,
+  "anisotropy_ratio": 8.995101188191741,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8460446900470744,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3390373936599208,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000756.json b/metadata/complex_airfoil/sample_000756.json
new file mode 100644
index 0000000000000000000000000000000000000000..de8ab2528820924724e9674e95c60afdb351a70b
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000756.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 756,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.35368118847879,
+    "thickness_scale": 0.8251859570972923
+  },
+  "rq_target": 0.0012829425963293093,
+  "rq_actual": 0.0012829425963293093,
+  "ra_actual": 0.001039541451942541,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    279,
+    173
+  ],
+  "physical_dimensions": [
+    0.16532134329431314,
+    0.04504356216421043
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007228401428159443,
+    "max_slope": 0.007896545686263105,
+    "height_range": 0.12414137263166282,
+    "mean_height": 0.05395244438854243,
+    "std_height": 0.029154866814521195
+  },
+  "generation_timestamp": "2025-11-08T03:56:00.581211",
+  "correlation_length": 0.019017859964701733,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8386953023752602,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49669971448853384,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000771.json b/metadata/complex_airfoil/sample_000771.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cb89221a16972938cf2b7e5766c2531e04da139
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000771.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 771,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.8869713756868283,
+    "thickness_scale": 0.8062511346437917
+  },
+  "rq_target": 0.0013948589071921412,
+  "rq_actual": 0.0013948589071921412,
+  "ra_actual": 0.001133249292633013,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    217,
+    119
+  ],
+  "physical_dimensions": [
+    0.19274502277061845,
+    0.04319135842639597
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010227497657869335,
+    "max_slope": 0.011223747531494003,
+    "height_range": 0.13463925519276823,
+    "mean_height": 0.05008623273190006,
+    "std_height": 0.03083319683588342
+  },
+  "generation_timestamp": "2025-11-08T03:56:02.402667",
+  "correlation_length": 0.05339531205487705,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7118567213280536,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41639897236726653,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000774.json b/metadata/complex_airfoil/sample_000774.json
new file mode 100644
index 0000000000000000000000000000000000000000..2aa5767d9cea8780366eabb7f74db170da0cce68
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000774.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 774,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.582720303146862,
+    "thickness_scale": 0.7927493092050442
+  },
+  "rq_target": 0.0016833887136468734,
+  "rq_actual": 0.0016833887136468734,
+  "ra_actual": 0.0013854487943791834,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    378,
+    148
+  ],
+  "physical_dimensions": [
+    0.1678527155508806,
+    0.03912163943898461
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006327483659132658,
+    "max_slope": 0.007949929578796283,
+    "height_range": 0.12329034910885,
+    "mean_height": 0.042093910422321974,
+    "std_height": 0.027927524116103747
+  },
+  "generation_timestamp": "2025-11-08T03:56:02.803791",
+  "correlation_length": 0.014525088894040793,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7185919474568205,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37294359250139564,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000780.json b/metadata/complex_airfoil/sample_000780.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bdf7cc345202c0ebe652c36c357f32c5c2bd2e3
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000780.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 780,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.4398216124165697,
+    "thickness_scale": 0.8586077098156593
+  },
+  "rq_target": 0.0038070446885514414,
+  "rq_actual": 0.0038070446885514414,
+  "ra_actual": 0.003137282957474984,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    365,
+    102
+  ],
+  "physical_dimensions": [
+    0.1837955024576314,
+    0.04678135502406199
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008489700702611362,
+    "max_slope": 0.008625586692168462,
+    "height_range": 0.12496623405065382,
+    "mean_height": 0.038289749486627826,
+    "std_height": 0.02817102170723839
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.419378",
+  "correlation_length": 0.034814937819283416,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8399176237352799,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.433876604835005,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000784.json b/metadata/complex_airfoil/sample_000784.json
new file mode 100644
index 0000000000000000000000000000000000000000..d99cd211bfe41c514f56def13f55209a3bd4cb76
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000784.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 784,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.5472242322886135,
+    "thickness_scale": 0.751145524307029
+  },
+  "rq_target": 0.00423843542970451,
+  "rq_actual": 0.00423843542970451,
+  "ra_actual": 0.0034198517293191236,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    227,
+    103
+  ],
+  "physical_dimensions": [
+    0.1664948450282139,
+    0.07796191610652224
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004280571186054273,
+    "max_slope": 0.05344224629007041,
+    "height_range": 0.5496388865811549,
+    "mean_height": 0.02542411403689847,
+    "std_height": 0.11891695337017069
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.856181",
+  "correlation_length_x": 0.0371127239706858,
+  "correlation_length_y": 0.01009656214043477,
+  "orientation": 4.1005939496791814,
+  "anisotropy_ratio": 3.6757782950749696,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7761046055446784,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4115580802857013,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000797.json b/metadata/complex_airfoil/sample_000797.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e762068364285252702f5763accd976a0bebca6
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000797.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 797,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.1424512974806658,
+    "thickness_scale": 0.7846802207515879
+  },
+  "rq_target": 0.0006571495764928739,
+  "rq_actual": 0.0006571495764928739,
+  "ra_actual": 0.0005347233664626126,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    255,
+    133
+  ],
+  "physical_dimensions": [
+    0.15795083136260396,
+    0.04541471218757782
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007327806394449641,
+    "max_slope": 0.007743701332018153,
+    "height_range": 0.11013365345771262,
+    "mean_height": 0.04551810879568799,
+    "std_height": 0.025606843338961092
+  },
+  "generation_timestamp": "2025-11-08T03:59:24.521950",
+  "correlation_length": 0.02701228443776672,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7548143933642983,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3866589514236845,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000802.json b/metadata/complex_airfoil/sample_000802.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba6c18ca342735a3b3d655db5ac3897985c53507
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000802.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 802,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.7249515899707142,
+    "thickness_scale": 0.7479165397671398
+  },
+  "rq_target": 0.0015355146597824127,
+  "rq_actual": 0.0015355146597824127,
+  "ra_actual": 0.0012375261412713534,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    278,
+    110
+  ],
+  "physical_dimensions": [
+    0.18746817631057866,
+    0.05330329334403224
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011747016061937731,
+    "max_slope": 0.014429978157710304,
+    "height_range": 0.1641342563015219,
+    "mean_height": 0.028893361644994196,
+    "std_height": 0.03632431012491113
+  },
+  "generation_timestamp": "2025-11-08T04:02:33.978432",
+  "correlation_length_x": 0.023589314575227213,
+  "correlation_length_y": 0.0018458404070282404,
+  "orientation": 75.777270716562,
+  "anisotropy_ratio": 12.779715128896465,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8246922497283306,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48816334206836887,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000806.json b/metadata/complex_airfoil/sample_000806.json
new file mode 100644
index 0000000000000000000000000000000000000000..a862ee781892e435dd232174d030d5f2bf5889df
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000806.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 806,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.1572420020184997,
+    "thickness_scale": 0.7972682214973275
+  },
+  "rq_target": 0.0029682106879864623,
+  "rq_actual": 0.0029682106879864623,
+  "ra_actual": 0.0023849281260443257,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    378,
+    193
+  ],
+  "physical_dimensions": [
+    0.1825342679839036,
+    0.038264859466124845
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0025024627978945447,
+    "max_slope": 0.04458866024510145,
+    "height_range": 0.5874433511001356,
+    "mean_height": 0.0538613625400884,
+    "std_height": 0.1275020559417133
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.465519",
+  "correlation_length": 0.01892607446718319,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7604596576117878,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3751789028288934,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000811.json b/metadata/complex_airfoil/sample_000811.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c126bd8135aef67c3bedae83d8f620bf53a4131
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000811.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 811,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.5385792753227214,
+    "thickness_scale": 0.7411122501253266
+  },
+  "rq_target": 0.0011110329069962542,
+  "rq_actual": 0.0011110329069962542,
+  "ra_actual": 0.0009268834838350801,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    250,
+    154
+  ],
+  "physical_dimensions": [
+    0.1854286888872057,
+    0.041799526354382374
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000865201518482133,
+    "max_slope": 0.007948662983122017,
+    "height_range": 0.12959848109958386,
+    "mean_height": 0.06129596832454889,
+    "std_height": 0.031236694731491058
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.979421",
+  "correlation_length": 0.040769442426075615,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7981924699608582,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4526308759951415,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000814.json b/metadata/complex_airfoil/sample_000814.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9a3bcc89be98d6ba09aaede0707a7364fce74d6
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000814.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 814,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 1.8881352522845805,
+    "thickness_scale": 0.9087320792471859
+  },
+  "rq_target": 0.0015101474252716106,
+  "rq_actual": 0.0015101474252716106,
+  "ra_actual": 0.0012250493377701428,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    212,
+    141
+  ],
+  "physical_dimensions": [
+    0.18609850311684575,
+    0.0409490333715431
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004321083260178205,
+    "max_slope": 0.06890164218855371,
+    "height_range": 0.6771520229512002,
+    "mean_height": 0.08769529969981714,
+    "std_height": 0.14822846992871108
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.336269",
+  "correlation_length": 0.0379588716108382,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8085868874183819,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3838209159787954,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000829.json b/metadata/complex_airfoil/sample_000829.json
new file mode 100644
index 0000000000000000000000000000000000000000..a43c40753ea1e2e21ac3abc3a45d5fae39e9e472
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000829.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 829,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 0.9845445780847333,
+    "thickness_scale": 0.7802004705356059
+  },
+  "rq_target": 0.004095115739734009,
+  "rq_actual": 0.004095115739734009,
+  "ra_actual": 0.0033563613903454257,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    300,
+    182
+  ],
+  "physical_dimensions": [
+    0.15857806537894698,
+    0.05144024241279535
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005382453422305203,
+    "max_slope": 0.006862658239422511,
+    "height_range": 0.10142756063505542,
+    "mean_height": 0.03925005311968105,
+    "std_height": 0.023288990350292423
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.153774",
+  "correlation_length": 0.08788399312079472,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8425567459247116,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.383346404583372,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000834.json b/metadata/complex_airfoil/sample_000834.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6fb309f8afdaf3827657d1a41a8b83db9a5a37c
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000834.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 834,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.9332594295618173,
+    "thickness_scale": 0.8661764103590488
+  },
+  "rq_target": 0.0029778326940320533,
+  "rq_actual": 0.0029778326940320533,
+  "ra_actual": 0.002472109463231793,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    265,
+    166
+  ],
+  "physical_dimensions": [
+    0.1642753650075977,
+    0.05063527198679389
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008308974182521963,
+    "max_slope": 0.010703550163913712,
+    "height_range": 0.14145327742830185,
+    "mean_height": 0.05135827523754969,
+    "std_height": 0.032242776508967494
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.736963",
+  "correlation_length": 0.03742222730095453,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7508874409986285,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3607885307226389,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000844.json b/metadata/complex_airfoil/sample_000844.json
new file mode 100644
index 0000000000000000000000000000000000000000..86fea482a1186a9ababf59a5ccfa075f2388645b
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000844.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 844,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.3135886224940245,
+    "thickness_scale": 0.7768064386781671
+  },
+  "rq_target": 0.0025946001156871706,
+  "rq_actual": 0.00259460011568717,
+  "ra_actual": 0.0020848176929379974,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    303,
+    117
+  ],
+  "physical_dimensions": [
+    0.1633169789529747,
+    0.08083720181022894
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012457029867297617,
+    "max_slope": 0.01489110935129881,
+    "height_range": 0.18898948405363,
+    "mean_height": 0.05236953556793827,
+    "std_height": 0.04240076718468929
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.947673",
+  "correlation_length": 0.01934225716761391,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7867474588631247,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3105256331017445,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000854.json b/metadata/complex_airfoil/sample_000854.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8721ba3fea9bde6f7d3eed28adebb1ad0b437f6
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000854.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 854,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.7639460978162491,
+    "thickness_scale": 0.9269550781260384
+  },
+  "rq_target": 0.002157483385890464,
+  "rq_actual": 0.002157483385890464,
+  "ra_actual": 0.0017592150550920266,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    262,
+    155
+  ],
+  "physical_dimensions": [
+    0.16927376395036783,
+    0.07631858573890526
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002811741287547483,
+    "max_slope": 0.001724517077748628,
+    "height_range": 0.04001182732733554,
+    "mean_height": 0.02342910385400192,
+    "std_height": 0.010784763924541004
+  },
+  "generation_timestamp": "2025-11-08T04:08:20.888022",
+  "correlation_length": 0.01111891101547628,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6828872704659578,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38629674322442814,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000860.json b/metadata/complex_airfoil/sample_000860.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8a37346dbb34dae8f8ced9d6bc4bcd792905068
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000860.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 860,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.5863008345815985,
+    "thickness_scale": 0.7909613728220863
+  },
+  "rq_target": 0.002661547418051611,
+  "rq_actual": 0.0026615474180516113,
+  "ra_actual": 0.002191188277669577,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    399,
+    132
+  ],
+  "physical_dimensions": [
+    0.16244248518832016,
+    0.03854511703807921
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006754708839234474,
+    "max_slope": 0.006375557173145824,
+    "height_range": 0.13518834010824296,
+    "mean_height": 0.06329258959874583,
+    "std_height": 0.03238638343790893
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.599312",
+  "correlation_length": 0.025813445992355716,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8433106541327797,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3354497378032864,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000863.json b/metadata/complex_airfoil/sample_000863.json
new file mode 100644
index 0000000000000000000000000000000000000000..a337a5c416b004e057091527db83b4ac6cdd0380
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000863.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 863,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.9886163836596235,
+    "thickness_scale": 0.7272092763646669
+  },
+  "rq_target": 0.0024921911995023677,
+  "rq_actual": 0.0024921911995023677,
+  "ra_actual": 0.0020246707612395433,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    243,
+    162
+  ],
+  "physical_dimensions": [
+    0.19738280584770826,
+    0.06487158675430799
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009788037674432653,
+    "max_slope": 0.015390172896929701,
+    "height_range": 0.1678055977809665,
+    "mean_height": 0.03938121942895389,
+    "std_height": 0.03737856312787951
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.917494",
+  "correlation_length": 0.015057205164230574,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.744396391853725,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3765272997513487,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000864.json b/metadata/complex_airfoil/sample_000864.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba72d443114b12cd9e1fb6593d1ac89974944b7f
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000864.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 864,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.5805677341244173,
+    "thickness_scale": 0.8601841814341584
+  },
+  "rq_target": 0.002469240087932379,
+  "rq_actual": 0.002469240087932379,
+  "ra_actual": 0.002051091943808937,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    368,
+    109
+  ],
+  "physical_dimensions": [
+    0.17884486954574888,
+    0.06161390223866834
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004333090283232302,
+    "max_slope": 0.048124495347198086,
+    "height_range": 0.6292383671783262,
+    "mean_height": 0.027019329194862364,
+    "std_height": 0.1361282724940544
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.021928",
+  "correlation_length_x": 0.022013849402151484,
+  "correlation_length_y": 0.012155084714801942,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.8110815283207333,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8378113333981839,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4635946336529543,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000868.json b/metadata/complex_airfoil/sample_000868.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f4f694db85ac8ec154a18f499ae796f30252c70
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000868.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 868,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.319509293536942,
+    "thickness_scale": 0.8975030595835574
+  },
+  "rq_target": 0.0005722107716042204,
+  "rq_actual": 0.0005722107716042203,
+  "ra_actual": 0.00047082117956426673,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    281,
+    153
+  ],
+  "physical_dimensions": [
+    0.1735757712865441,
+    0.038433608377148945
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007535367467818937,
+    "max_slope": 0.008389944811406992,
+    "height_range": 0.12665320638938707,
+    "mean_height": 0.052591842462861624,
+    "std_height": 0.029452436130803176
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.472903",
+  "correlation_length": 0.08422450651683579,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6522808748600037,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46005308544488155,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000876.json b/metadata/complex_airfoil/sample_000876.json
new file mode 100644
index 0000000000000000000000000000000000000000..261bce75339920b8d467e5b2fdd73019bf772f45
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000876.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 876,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.5798384459375643,
+    "thickness_scale": 0.7745037662290596
+  },
+  "rq_target": 0.002644415437165916,
+  "rq_actual": 0.0026444154371659157,
+  "ra_actual": 0.0021325253091553516,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    261,
+    169
+  ],
+  "physical_dimensions": [
+    0.18036358892981075,
+    0.04502445463387729
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002911748604503826,
+    "max_slope": 0.051444463077858625,
+    "height_range": 0.5668006478986358,
+    "mean_height": 0.02695503729531263,
+    "std_height": 0.12222141403873182
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.177969",
+  "correlation_length_x": 0.13780322312220375,
+  "correlation_length_y": 0.021337977869629172,
+  "orientation": 133.2909484619356,
+  "anisotropy_ratio": 6.45812006949085,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7854013435853294,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33700405802509253,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000904.json b/metadata/complex_airfoil/sample_000904.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea20d48487c087df5c7d855c32d523b453edab40
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000904.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 904,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 0.5625517195683802,
+    "thickness_scale": 0.9147216152366026
+  },
+  "rq_target": 0.0019465122878064023,
+  "rq_actual": 0.0019465122878064023,
+  "ra_actual": 0.001604346496413526,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    233,
+    190
+  ],
+  "physical_dimensions": [
+    0.15000977952619057,
+    0.05042369382692955
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005059527863838423,
+    "max_slope": 0.008520854108936906,
+    "height_range": 0.09149944127840526,
+    "mean_height": 0.02240505961270383,
+    "std_height": 0.020396584811513307
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.582890",
+  "correlation_length": 0.024555565441316513,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.658828910057732,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44017543952184257,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000938.json b/metadata/complex_airfoil/sample_000938.json
new file mode 100644
index 0000000000000000000000000000000000000000..0768fd766d22e1c990f7e9835b0af0a8e9273993
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000938.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 938,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA4412",
+    "chord": 1.8478365205793092,
+    "thickness_scale": 0.9506289387012514
+  },
+  "rq_target": 0.002748951072404458,
+  "rq_actual": 0.002748951072404458,
+  "ra_actual": 0.0022699429420137878,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    314,
+    198
+  ],
+  "physical_dimensions": [
+    0.15572824924413234,
+    0.08144234324024076
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007120793187073365,
+    "max_slope": 0.01051630787793252,
+    "height_range": 0.1462303722022491,
+    "mean_height": 0.049118189630354726,
+    "std_height": 0.03306424501125488
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.302658",
+  "correlation_length_x": 0.01082077261372031,
+  "correlation_length_y": 0.004177042682190584,
+  "orientation": 60.0,
+  "anisotropy_ratio": 2.590534365343264,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8434962570845309,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3034142485503046,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000942.json b/metadata/complex_airfoil/sample_000942.json
new file mode 100644
index 0000000000000000000000000000000000000000..341ce5a053ff0e1a91c508397bb10aff9a2125b7
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000942.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 942,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA747A315",
+    "chord": 0.7600658313134283,
+    "thickness_scale": 0.8166678710935633
+  },
+  "rq_target": 0.0015233345665864315,
+  "rq_actual": 0.0015233345665864313,
+  "ra_actual": 0.0012542566330347835,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    310,
+    108
+  ],
+  "physical_dimensions": [
+    0.1709471776155013,
+    0.045224463724575725
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004249999298529615,
+    "max_slope": 0.04997749904028539,
+    "height_range": 0.5984176222709642,
+    "mean_height": 0.0353549345174058,
+    "std_height": 0.12968733382869818
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.729685",
+  "correlation_length_x": 0.02524897217816029,
+  "correlation_length_y": 0.009775737779219324,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.5828201153096635,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.806833329199092,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31817889397395394,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000962.json b/metadata/complex_airfoil/sample_000962.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4cb81ec49e993457b06e46cc6ea67b20335e217
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000962.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 962,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 0.5148114215280906,
+    "thickness_scale": 0.9867592166515152
+  },
+  "rq_target": 0.0006571790826689318,
+  "rq_actual": 0.0006571790826689318,
+  "ra_actual": 0.0005411419415409945,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    268,
+    186
+  ],
+  "physical_dimensions": [
+    0.17243408379271555,
+    0.07310488149146716
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004885511461133424,
+    "max_slope": 0.0084322306373813,
+    "height_range": 0.09563300494654009,
+    "mean_height": 0.020515319473833584,
+    "std_height": 0.021227735042350933
+  },
+  "generation_timestamp": "2025-11-08T04:20:26.228511",
+  "correlation_length": 0.03139055880895544,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7776642133009005,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3103768055078693,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000971.json b/metadata/complex_airfoil/sample_000971.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6dcbd7777f93a8b07b1d7d65335d76be0211438
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000971.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 971,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 0.6678615059253155,
+    "thickness_scale": 0.7750265621837407
+  },
+  "rq_target": 0.0028499340477914706,
+  "rq_actual": 0.0028499340477914706,
+  "ra_actual": 0.0023532231715536344,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    298,
+    114
+  ],
+  "physical_dimensions": [
+    0.1985307514522484,
+    0.041543154625316894
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011535659036282547,
+    "max_slope": 0.014342966526176547,
+    "height_range": 0.16830194754577288,
+    "mean_height": 0.026624499898179322,
+    "std_height": 0.03711890017160529
+  },
+  "generation_timestamp": "2025-11-08T04:20:27.309863",
+  "correlation_length_x": 0.01809971624672649,
+  "correlation_length_y": 0.009154137310494177,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.9772170367137953,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.652988457478081,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39213591870706643,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000976.json b/metadata/complex_airfoil/sample_000976.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2234034ba7c23f548303e675c771b83700f090d
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000976.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 976,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA23012",
+    "chord": 1.445997502922084,
+    "thickness_scale": 0.8171535564691681
+  },
+  "rq_target": 0.0010581277423253018,
+  "rq_actual": 0.0010581277423253018,
+  "ra_actual": 0.000850702771760939,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    373,
+    165
+  ],
+  "physical_dimensions": [
+    0.18818830304898915,
+    0.0525258831048172
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0001657821371701369,
+    "max_slope": 0.0011309587839590184,
+    "height_range": 0.03310584743593422,
+    "mean_height": 0.019228112331064248,
+    "std_height": 0.008845234685840104
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.004702",
+  "correlation_length": 0.01308965407315276,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.784846143006059,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43259978809898925,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000978.json b/metadata/complex_airfoil/sample_000978.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa4ec822bde98e28244a29189a8f95a1e4cff94b
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000978.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 978,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA6409",
+    "chord": 1.3872303984899905,
+    "thickness_scale": 0.9101531995112467
+  },
+  "rq_target": 0.0032793283023005463,
+  "rq_actual": 0.0032793283023005468,
+  "ra_actual": 0.002679830351396013,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    226,
+    171
+  ],
+  "physical_dimensions": [
+    0.19859862155059554,
+    0.0613473370005922
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008915357503910565,
+    "max_slope": 0.009713906366488115,
+    "height_range": 0.13111828883131701,
+    "mean_height": 0.05524255173403395,
+    "std_height": 0.030610141507275958
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.179460",
+  "correlation_length": 0.011164646031652332,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7676125367447587,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.445119406594608,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/complex_airfoil/sample_000994.json b/metadata/complex_airfoil/sample_000994.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8d2bf7698b870fb91d5a5608c06dbb3f1c14001
--- /dev/null
+++ b/metadata/complex_airfoil/sample_000994.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 994,
+  "geometry_type": "complex_airfoil",
+  "geometry_parameters": {
+    "type": "complex_airfoil",
+    "profile": "NACA64-212",
+    "chord": 1.412371383421177,
+    "thickness_scale": 0.9346350661686746
+  },
+  "rq_target": 0.0016064457507068827,
+  "rq_actual": 0.001606445750706883,
+  "ra_actual": 0.0013223789905952635,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    388,
+    163
+  ],
+  "physical_dimensions": [
+    0.19341826864361675,
+    0.06999264093395356
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010743449352596844,
+    "max_slope": 0.015580569411428411,
+    "height_range": 0.2207718085652486,
+    "mean_height": 0.05634885804078079,
+    "std_height": 0.04929780193197706
+  },
+  "generation_timestamp": "2025-11-08T04:23:42.132955",
+  "correlation_length": 0.025112965505320693,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7772082232291091,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3859864104284404,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000006.json b/metadata/cone/sample_000006.json
new file mode 100644
index 0000000000000000000000000000000000000000..552ad5f9a04dd8aba6ccb2ebcee9eacfb86f3a14
--- /dev/null
+++ b/metadata/cone/sample_000006.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 6,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 6.645140723073326,
+    "radius": 0.32188733057356894
+  },
+  "rq_target": 0.0014555365849101688,
+  "rq_actual": 0.0014555365849101688,
+  "ra_actual": 0.001178095509372174,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    320,
+    127
+  ],
+  "physical_dimensions": [
+    0.16558823469598102,
+    0.0972165502014479
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.021927967724935795,
+    "max_slope": 0.021927967724936437,
+    "height_range": 2.7629239333419098,
+    "mean_height": 1.3814619666709549,
+    "std_height": 0.8038925754885349
+  },
+  "generation_timestamp": "2025-11-08T02:23:26.818025",
+  "correlation_length": 0.05530603240426327,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7043775718119323,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4781162741510217,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000098.json b/metadata/cone/sample_000098.json
new file mode 100644
index 0000000000000000000000000000000000000000..5000ec32f57a0277a33c6bb0b7787a07c71b9564
--- /dev/null
+++ b/metadata/cone/sample_000098.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 98,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 14.286488128032397,
+    "radius": 0.0512216640044268
+  },
+  "rq_target": 0.0033098849090454703,
+  "rq_actual": 0.0033098849090454703,
+  "ra_actual": 0.0026809024689745152,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    264,
+    175
+  ],
+  "physical_dimensions": [
+    0.18305950739624743,
+    0.11520661781736277
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001156027429675308,
+    "max_slope": 0.001156027429675327,
+    "height_range": 0.2011487727635036,
+    "mean_height": 0.1005743863817518,
+    "std_height": 0.058399411941805174
+  },
+  "generation_timestamp": "2025-11-08T02:32:45.317045",
+  "correlation_length": 0.06611283616585295,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7278969225917706,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41599393746483215,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000121.json b/metadata/cone/sample_000121.json
new file mode 100644
index 0000000000000000000000000000000000000000..54f471f3037fa427b317d1084234ca3a29e6888f
--- /dev/null
+++ b/metadata/cone/sample_000121.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 121,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 10.442572270954905,
+    "radius": 0.33362429176031333
+  },
+  "rq_target": 0.0009635145642277372,
+  "rq_actual": 0.0009635145642277372,
+  "ra_actual": 0.0007903062363871602,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    301,
+    144
+  ],
+  "physical_dimensions": [
+    0.17344870634065654,
+    0.03741086102459745
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.012658737391846418,
+    "max_slope": 0.01265873739184653,
+    "height_range": 1.810199447034038,
+    "mean_height": 0.905099723517019,
+    "std_height": 0.5262011431711955
+  },
+  "generation_timestamp": "2025-11-08T02:35:59.215425",
+  "correlation_length": 0.015084235023847934,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8371267870295618,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40513588964887204,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000134.json b/metadata/cone/sample_000134.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f36e1411d0fcc1795b2c9f895ffd4d99d8e05e5
--- /dev/null
+++ b/metadata/cone/sample_000134.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 134,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 24.382182742566577,
+    "radius": 0.09044394436416164
+  },
+  "rq_target": 0.0010212960141237034,
+  "rq_actual": 0.0010212960141237034,
+  "ra_actual": 0.0008408287454249035,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    374,
+    155
+  ],
+  "physical_dimensions": [
+    0.1809470960481248,
+    0.037695866953583
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012957629197274867,
+    "max_slope": 0.0012957629197275083,
+    "height_range": 0.19954748963803295,
+    "mean_height": 0.09977374481901649,
+    "std_height": 0.057977246324482194
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.978628",
+  "correlation_length_x": 0.019232103461561713,
+  "correlation_length_y": 0.01330455229855428,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.4455280440854477,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.66158580231196,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45789800852249124,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000187.json b/metadata/cone/sample_000187.json
new file mode 100644
index 0000000000000000000000000000000000000000..065af4c0528e0e4a912c25435cfae9820084a578
--- /dev/null
+++ b/metadata/cone/sample_000187.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 187,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 24.844354091199925,
+    "radius": 0.27125134666676537
+  },
+  "rq_target": 0.0013345564747930475,
+  "rq_actual": 0.0013345564747930475,
+  "ra_actual": 0.0011021165402058475,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    332,
+    100
+  ],
+  "physical_dimensions": [
+    0.17136527395324316,
+    0.04976914863472735
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005917678862308047,
+    "max_slope": 0.005917678862308096,
+    "height_range": 0.5858502073684967,
+    "mean_height": 0.2929251036842484,
+    "std_height": 0.17082013255930864
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.032221",
+  "correlation_length_x": 0.02779628595179817,
+  "correlation_length_y": 0.008468539500462223,
+  "orientation": 60.0,
+  "anisotropy_ratio": 3.282299852327667,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7910497345418002,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3834765844957779,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000191.json b/metadata/cone/sample_000191.json
new file mode 100644
index 0000000000000000000000000000000000000000..adbe4f6fa551c5415d7f27e178ff96e204621e67
--- /dev/null
+++ b/metadata/cone/sample_000191.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 191,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 16.698524219660374,
+    "radius": 0.2063664633583841
+  },
+  "rq_target": 0.0013778921966597175,
+  "rq_actual": 0.0013778921966597175,
+  "ra_actual": 0.0011285438457208719,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    225,
+    188
+  ],
+  "physical_dimensions": [
+    0.18285606623730172,
+    0.03940646800974287
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0036787145487006683,
+    "max_slope": 0.003678714548700751,
+    "height_range": 0.6879196206070249,
+    "mean_height": 0.34395981030351247,
+    "std_height": 0.19964441812245434
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.419195",
+  "correlation_length": 0.031067454641881605,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8329946962519098,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46656157098748796,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000194.json b/metadata/cone/sample_000194.json
new file mode 100644
index 0000000000000000000000000000000000000000..06945f85a0693c14ee2a3c6756b92b5fd25b3ee2
--- /dev/null
+++ b/metadata/cone/sample_000194.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 194,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 18.36391216088666,
+    "radius": 0.129519227659659
+  },
+  "rq_target": 0.0035609812804415506,
+  "rq_actual": 0.0035609812804415506,
+  "ra_actual": 0.002896219822849332,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    268,
+    156
+  ],
+  "physical_dimensions": [
+    0.1595652164050259,
+    0.0593928991574154
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002517222508875252,
+    "max_slope": 0.0025172225088752886,
+    "height_range": 0.39016948887566405,
+    "mean_height": 0.19508474443783205,
+    "std_height": 0.1133565602015918
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.782574",
+  "correlation_length": 0.06731195775022364,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6777091335918397,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4236998467679077,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000217.json b/metadata/cone/sample_000217.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b9b21040b9382a41d3e88fe1ab2e80094c5f215
--- /dev/null
+++ b/metadata/cone/sample_000217.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 217,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 13.123447656635534,
+    "radius": 0.33516215934494314
+  },
+  "rq_target": 0.003728130959332243,
+  "rq_actual": 0.0037281309593322435,
+  "ra_actual": 0.0030916078973213454,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    214,
+    112
+  ],
+  "physical_dimensions": [
+    0.17212408193137557,
+    0.04185164206822924
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.012951425539357641,
+    "max_slope": 0.012951425539357797,
+    "height_range": 1.437608234868698,
+    "mean_height": 0.718804117434349,
+    "std_height": 0.4187238140050902
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.127440",
+  "correlation_length": 0.01914506653923015,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6540219690165823,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43740411845625005,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000224.json b/metadata/cone/sample_000224.json
new file mode 100644
index 0000000000000000000000000000000000000000..da3e88170f8eefc9cb65b896da28302601a6fcd1
--- /dev/null
+++ b/metadata/cone/sample_000224.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 224,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 8.687030888141415,
+    "radius": 0.39450003847147336
+  },
+  "rq_target": 0.001670485653451063,
+  "rq_actual": 0.001670485653451063,
+  "ra_actual": 0.0013785587170743387,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    203,
+    128
+  ],
+  "physical_dimensions": [
+    0.15074264840974913,
+    0.062079785010149664
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.020330534857446902,
+    "max_slope": 0.02033053485744718,
+    "height_range": 2.581977926895757,
+    "mean_height": 1.2909889634478784,
+    "std_height": 0.7511988196356949
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.826638",
+  "correlation_length": 0.03347588406200746,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7616329325239554,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3126033317053947,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000232.json b/metadata/cone/sample_000232.json
new file mode 100644
index 0000000000000000000000000000000000000000..321652b022abac07d3e54597b4a784bd1c23f1a6
--- /dev/null
+++ b/metadata/cone/sample_000232.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 232,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 30.770219645749357,
+    "radius": 0.3944636807741817
+  },
+  "rq_target": 0.0016092585742476652,
+  "rq_actual": 0.0016092585742476656,
+  "ra_actual": 0.0013366155820952628,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    395,
+    101
+  ],
+  "physical_dimensions": [
+    0.15666756971165993,
+    0.04451841053401854
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006625016538675476,
+    "max_slope": 0.006625016538675532,
+    "height_range": 0.6625016538675477,
+    "mean_height": 0.33125082693377383,
+    "std_height": 0.19315076369785614
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.587242",
+  "correlation_length_x": 0.03534774749732828,
+  "correlation_length_y": 0.00973788571119617,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.629920143413378,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7632075785005707,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30744581414146066,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000238.json b/metadata/cone/sample_000238.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c5fffcc767efa4e214e1a7ba096c62746138da9
--- /dev/null
+++ b/metadata/cone/sample_000238.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 238,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 34.34930738869351,
+    "radius": 0.32439437047110364
+  },
+  "rq_target": 0.0024059486310241364,
+  "rq_actual": 0.002405948631024137,
+  "ra_actual": 0.0019306124156759094,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    255,
+    101
+  ],
+  "physical_dimensions": [
+    0.15217867649735536,
+    0.04048217113087719
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0047466637806493316,
+    "max_slope": 0.0047466637806493905,
+    "height_range": 0.4746663780649332,
+    "mean_height": 0.23733318903246664,
+    "std_height": 0.13838784082985392
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.229859",
+  "correlation_length": 0.07331212968717636,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7340898298106243,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44528016673005655,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000257.json b/metadata/cone/sample_000257.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e5409733d1f2ab8b5afd65af36710b7942abb14
--- /dev/null
+++ b/metadata/cone/sample_000257.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 257,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 32.686718448337885,
+    "radius": 0.36940585556145566
+  },
+  "rq_target": 0.0023757682082527305,
+  "rq_actual": 0.0023757682082527305,
+  "ra_actual": 0.001950387899732437,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    256,
+    152
+  ],
+  "physical_dimensions": [
+    0.1857823882421912,
+    0.04719955942007953
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003812597738313808,
+    "max_slope": 0.003812597738313883,
+    "height_range": 0.575702258485385,
+    "mean_height": 0.2878511292426925,
+    "std_height": 0.1672879086790346
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.949660",
+  "correlation_length_x": 0.02093382215851592,
+  "correlation_length_y": 0.01913819137729388,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.0938244761912264,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8387257172380789,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4548701615607611,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000258.json b/metadata/cone/sample_000258.json
new file mode 100644
index 0000000000000000000000000000000000000000..eceeae2b4c58e77c92a7dd24e95a09566cade7a6
--- /dev/null
+++ b/metadata/cone/sample_000258.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 258,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 32.55143515410816,
+    "radius": 0.245745886437915
+  },
+  "rq_target": 0.0041155919277472384,
+  "rq_actual": 0.0041155919277472384,
+  "ra_actual": 0.0032984364010872477,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    274,
+    139
+  ],
+  "physical_dimensions": [
+    0.161391764948696,
+    0.04617507269873077
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0027897150547054107,
+    "max_slope": 0.002789715054705433,
+    "height_range": 0.3849806775493467,
+    "mean_height": 0.1924903387746733,
+    "std_height": 0.11193677339991769
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.041857",
+  "correlation_length_x": 0.03035065359486757,
+  "correlation_length_y": 0.011322916103417712,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.6804626403357807,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.832034802133691,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35572157703709545,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000261.json b/metadata/cone/sample_000261.json
new file mode 100644
index 0000000000000000000000000000000000000000..4125894e9b0b5f49a3cb76b267070de36ad2a00b
--- /dev/null
+++ b/metadata/cone/sample_000261.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 261,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 33.708052100158994,
+    "radius": 0.0964079616227339
+  },
+  "rq_target": 0.0027989120247294487,
+  "rq_actual": 0.002798912024729449,
+  "ra_actual": 0.0022969436786062624,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    389,
+    148
+  ],
+  "physical_dimensions": [
+    0.17909970976571893,
+    0.03607107980982651
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009830859785442557,
+    "max_slope": 0.000983085978544268,
+    "height_range": 0.1445136388460056,
+    "mean_height": 0.07225681942300281,
+    "std_height": 0.04200032785251957
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.415689",
+  "correlation_length": 0.04179280103011534,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8107011161701863,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46592254422447354,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000277.json b/metadata/cone/sample_000277.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bab7fbcfea259fe0d189b534b8bf4eb687c173d
--- /dev/null
+++ b/metadata/cone/sample_000277.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 277,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 41.07260079949117,
+    "radius": 0.3685871903712225
+  },
+  "rq_target": 0.004632536517269948,
+  "rq_actual": 0.004632536517269949,
+  "ra_actual": 0.0036793276775009187,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    320,
+    160
+  ],
+  "physical_dimensions": [
+    0.19060203121334116,
+    0.05049229284116606
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002659921568687532,
+    "max_slope": 0.002659921568687579,
+    "height_range": 0.42292752942131756,
+    "mean_height": 0.21146376471065878,
+    "std_height": 0.12285411513166691
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.055545",
+  "correlation_length": 0.03674278540171061,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7382570962342645,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3800760723153936,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000312.json b/metadata/cone/sample_000312.json
new file mode 100644
index 0000000000000000000000000000000000000000..205c9e2f0d77bd65fa63491ec7491c8e529c76ac
--- /dev/null
+++ b/metadata/cone/sample_000312.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 312,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 17.16739799344537,
+    "radius": 0.38487268634730876
+  },
+  "rq_target": 0.0026282536297520757,
+  "rq_actual": 0.0026282536297520757,
+  "ra_actual": 0.002137164602959509,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    371,
+    196
+  ],
+  "physical_dimensions": [
+    0.16347890199594897,
+    0.1028992646661853
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00638888115298888,
+    "max_slope": 0.006388881152988968,
+    "height_range": 1.2458318248328315,
+    "mean_height": 0.6229159124164156,
+    "std_height": 0.36148027593692666
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.248278",
+  "correlation_length": 0.049922024456183815,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7042643714734943,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45203020662416177,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000317.json b/metadata/cone/sample_000317.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7a2fe12fd1ff8f2ea8c29730890f1e35f824d55
--- /dev/null
+++ b/metadata/cone/sample_000317.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 317,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 36.709983380107104,
+    "radius": 0.13531957876250036
+  },
+  "rq_target": 0.000991647808456802,
+  "rq_actual": 0.000991647808456802,
+  "ra_actual": 0.0007998366828680822,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    225,
+    113
+  ],
+  "physical_dimensions": [
+    0.17639534309430938,
+    0.08373739420993696
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016203494693032335,
+    "max_slope": 0.001620349469303256,
+    "height_range": 0.18147914056196215,
+    "mean_height": 0.09073957028098106,
+    "std_height": 0.052854200177868856
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.770539",
+  "correlation_length_x": 0.22950500433177315,
+  "correlation_length_y": 0.03970605275485693,
+  "orientation": 29.534958370570262,
+  "anisotropy_ratio": 5.780101229118011,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6600165681176076,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3671461671541741,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000336.json b/metadata/cone/sample_000336.json
new file mode 100644
index 0000000000000000000000000000000000000000..29083e1ef6c1e56e0083356c95d384fad83617a4
--- /dev/null
+++ b/metadata/cone/sample_000336.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 336,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 7.067915343737274,
+    "radius": 0.4518266639794211
+  },
+  "rq_target": 0.002438855006569888,
+  "rq_actual": 0.002438855006569888,
+  "ra_actual": 0.0019623089742473866,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    325,
+    153
+  ],
+  "physical_dimensions": [
+    0.19333858700886478,
+    0.04302041985475861
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.023974456893541253,
+    "max_slope": 0.02397445689354183,
+    "height_range": 3.6441174478182705,
+    "mean_height": 1.8220587239091353,
+    "std_height": 1.0588643069671781
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.617027",
+  "correlation_length": 0.057529055553450836,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6606842403028084,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4630324134616729,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000345.json b/metadata/cone/sample_000345.json
new file mode 100644
index 0000000000000000000000000000000000000000..de5b01b66060eab220b59e9658efb4dcd49255f0
--- /dev/null
+++ b/metadata/cone/sample_000345.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 345,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 16.712876087651583,
+    "radius": 0.2017462702433096
+  },
+  "rq_target": 0.0007797913058633972,
+  "rq_actual": 0.0007797913058633972,
+  "ra_actual": 0.0006387884181499639,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    336,
+    186
+  ],
+  "physical_dimensions": [
+    0.18720219663369195,
+    0.05121145105870097
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003631928104901247,
+    "max_slope": 0.0036319281049013163,
+    "height_range": 0.6719066994067308,
+    "mean_height": 0.33595334970336543,
+    "std_height": 0.19500838579373544
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.717277",
+  "correlation_length": 0.007514267651350336,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6909650485919981,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36234007275971747,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000388.json b/metadata/cone/sample_000388.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed96748aba3d9638b97cb420e48f78a539036ad5
--- /dev/null
+++ b/metadata/cone/sample_000388.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 388,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 20.438837112869965,
+    "radius": 0.19777200321980354
+  },
+  "rq_target": 0.002985714622637842,
+  "rq_actual": 0.002985714622637842,
+  "ra_actual": 0.0024481042580262132,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    247,
+    165
+  ],
+  "physical_dimensions": [
+    0.16406669473524846,
+    0.039753008712624355
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0032359242159089915,
+    "max_slope": 0.0032359242159090418,
+    "height_range": 0.5306915714090745,
+    "mean_height": 0.2653457857045373,
+    "std_height": 0.15412876093784803
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.173245",
+  "correlation_length_x": 0.06285782591221165,
+  "correlation_length_y": 0.012437806279422085,
+  "orientation": 134.18505581700012,
+  "anisotropy_ratio": 5.05377109918553,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6618744259316038,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48983417063221796,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000406.json b/metadata/cone/sample_000406.json
new file mode 100644
index 0000000000000000000000000000000000000000..c318fcbbd02c19026115f300e366a8f37dcb308d
--- /dev/null
+++ b/metadata/cone/sample_000406.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 406,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 33.78896651534531,
+    "radius": 0.3919835021885895
+  },
+  "rq_target": 0.0017868881646169814,
+  "rq_actual": 0.0017868881646169814,
+  "ra_actual": 0.0014319421118132443,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    353,
+    137
+  ],
+  "physical_dimensions": [
+    0.17209525350259952,
+    0.060126790658744295
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004307220253870584,
+    "max_slope": 0.004307220253870647,
+    "height_range": 0.5857819545263994,
+    "mean_height": 0.2928909772631997,
+    "std_height": 0.17033953398202087
+  },
+  "generation_timestamp": "2025-11-08T03:13:16.581909",
+  "correlation_length_x": 0.011352331894667169,
+  "correlation_length_y": 0.004782898754516136,
+  "orientation": 45.0,
+  "anisotropy_ratio": 2.3735254449925383,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7186783909183381,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3457365206438772,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000429.json b/metadata/cone/sample_000429.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e3a3377fd82bad05404bacf169e61a7f2b967a9
--- /dev/null
+++ b/metadata/cone/sample_000429.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 429,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 24.760922469952952,
+    "radius": 0.2655030582269667
+  },
+  "rq_target": 0.001979032541376066,
+  "rq_actual": 0.001979032541376066,
+  "ra_actual": 0.0016083454268130673,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    322,
+    161
+  ],
+  "physical_dimensions": [
+    0.15112641570021185,
+    0.07913477561945374
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003597700050549127,
+    "max_slope": 0.0035977000505491574,
+    "height_range": 0.5756320080878603,
+    "mean_height": 0.2878160040439301,
+    "std_height": 0.16720598856511618
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.575500",
+  "correlation_length": 0.006217233605471021,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7940130366934977,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47090218696612396,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000452.json b/metadata/cone/sample_000452.json
new file mode 100644
index 0000000000000000000000000000000000000000..321f2c0ac9972d92e9af912c5f335490478e4c10
--- /dev/null
+++ b/metadata/cone/sample_000452.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 452,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 31.217105016055665,
+    "radius": 0.4013910654873107
+  },
+  "rq_target": 0.003209829405073046,
+  "rq_actual": 0.0032098294050730463,
+  "ra_actual": 0.002625443609907731,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    282,
+    125
+  ],
+  "physical_dimensions": [
+    0.17016964602597986,
+    0.05701251523340036
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0053413637292499755,
+    "max_slope": 0.005341363729250037,
+    "height_range": 0.6623291024269969,
+    "mean_height": 0.3311645512134985,
+    "std_height": 0.19273369390837625
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.054685",
+  "correlation_length_x": 0.01716571045704512,
+  "correlation_length_y": 0.01572321851079636,
+  "orientation": 90.0,
+  "anisotropy_ratio": 1.0917427907815611,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7360250798220629,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42350054023583056,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000496.json b/metadata/cone/sample_000496.json
new file mode 100644
index 0000000000000000000000000000000000000000..a54cf8dfcb042954e71e50ff83d4d7d79db0628b
--- /dev/null
+++ b/metadata/cone/sample_000496.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 496,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 6.597373353378968,
+    "radius": 0.47872059385916493
+  },
+  "rq_target": 0.004640990005528806,
+  "rq_actual": 0.004640990005528806,
+  "ra_actual": 0.0038353114007791574,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    231,
+    165
+  ],
+  "physical_dimensions": [
+    0.17399887280522722,
+    0.04911342724176001
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.025238555645131732,
+    "max_slope": 0.025238555645132443,
+    "height_range": 4.1391231258016035,
+    "mean_height": 2.0695615629008017,
+    "std_height": 1.202125590679929
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.791409",
+  "correlation_length": 0.04411251918865113,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7816053044632987,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38645470446856445,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000506.json b/metadata/cone/sample_000506.json
new file mode 100644
index 0000000000000000000000000000000000000000..533799fd7462d61610d704ec6c7a0cc339444ca7
--- /dev/null
+++ b/metadata/cone/sample_000506.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 506,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 44.20054838907135,
+    "radius": 0.49289357616969226
+  },
+  "rq_target": 0.0021313986470507893,
+  "rq_actual": 0.0021313986470507893,
+  "ra_actual": 0.0017333714496936005,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    223,
+    123
+  ],
+  "physical_dimensions": [
+    0.17853273732970548,
+    0.03808093045056958
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00415445804135539,
+    "max_slope": 0.004154458041355447,
+    "height_range": 0.5068438810453576,
+    "mean_height": 0.2534219405226788,
+    "std_height": 0.1475076390755639
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.830893",
+  "correlation_length_x": 0.02105967734990915,
+  "correlation_length_y": 0.009303187342760881,
+  "orientation": 57.7318600588884,
+  "anisotropy_ratio": 2.2637056069064743,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8286919458738625,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35595349235377916,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000610.json b/metadata/cone/sample_000610.json
new file mode 100644
index 0000000000000000000000000000000000000000..b64037bdd233003133cdf70944b68876a6a17e09
--- /dev/null
+++ b/metadata/cone/sample_000610.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 610,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 25.839763500006768,
+    "radius": 0.08987320696397114
+  },
+  "rq_target": 0.0021744967639318255,
+  "rq_actual": 0.0021744967639318255,
+  "ra_actual": 0.0017648259612447165,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    241,
+    178
+  ],
+  "physical_dimensions": [
+    0.19625826784568137,
+    0.1198456081783411
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001048490733156311,
+    "max_slope": 0.0010484907331563403,
+    "height_range": 0.18558285976866706,
+    "mean_height": 0.09279142988433352,
+    "std_height": 0.05387498001338912
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.193129",
+  "correlation_length_x": 0.02762852039017577,
+  "correlation_length_y": 0.0067141466527654466,
+  "orientation": 30.0,
+  "anisotropy_ratio": 4.114971241921866,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6823547785912445,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4885070263972198,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000647.json b/metadata/cone/sample_000647.json
new file mode 100644
index 0000000000000000000000000000000000000000..df5ad0373a5b11e0f80f66787860a71b1b597996
--- /dev/null
+++ b/metadata/cone/sample_000647.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 647,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 9.40853219070052,
+    "radius": 0.4824502861725993
+  },
+  "rq_target": 0.002886127860198705,
+  "rq_actual": 0.0028861278601987044,
+  "ra_actual": 0.002288541589287239,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    312,
+    134
+  ],
+  "physical_dimensions": [
+    0.18114046556903662,
+    0.04672352201244348
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.02189139162034114,
+    "max_slope": 0.02189139162034137,
+    "height_range": 2.9115550855053716,
+    "mean_height": 1.4557775427526858,
+    "std_height": 0.846789476057173
+  },
+  "generation_timestamp": "2025-11-08T03:40:52.046442",
+  "correlation_length_x": 0.03136870404589563,
+  "correlation_length_y": 0.013683302926291323,
+  "orientation": 45.0,
+  "anisotropy_ratio": 2.292480420470944,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7642998081296997,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33738218354547556,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000677.json b/metadata/cone/sample_000677.json
new file mode 100644
index 0000000000000000000000000000000000000000..fda68511240677bc5fe4ed3f867d4471e1da83c9
--- /dev/null
+++ b/metadata/cone/sample_000677.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 677,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 17.60836422139311,
+    "radius": 0.3106094280054095
+  },
+  "rq_target": 0.004114355394857702,
+  "rq_actual": 0.004114355394857702,
+  "ra_actual": 0.0032866828992950572,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    289,
+    197
+  ],
+  "physical_dimensions": [
+    0.16546353506765799,
+    0.05720444050568507
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004993210487098394,
+    "max_slope": 0.004993210487098498,
+    "height_range": 0.9786692554712852,
+    "mean_height": 0.48933462773564257,
+    "std_height": 0.2839552363173287
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.251981",
+  "correlation_length": 0.02299622578982534,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6627168989198519,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3216981339290898,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000687.json b/metadata/cone/sample_000687.json
new file mode 100644
index 0000000000000000000000000000000000000000..205d037e4ac0371e49a8a92a5198c6a45854dd8d
--- /dev/null
+++ b/metadata/cone/sample_000687.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 687,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 39.064753011744,
+    "radius": 0.3508967778904005
+  },
+  "rq_target": 0.0011009453948852305,
+  "rq_actual": 0.0011009453948852305,
+  "ra_actual": 0.0009068111538989736,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    221,
+    137
+  ],
+  "physical_dimensions": [
+    0.15850363406680998,
+    0.06391464146815955
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003178834616432479,
+    "max_slope": 0.0031788346164325354,
+    "height_range": 0.43232150783481715,
+    "mean_height": 0.21616075391740858,
+    "std_height": 0.1257147708391358
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.239576",
+  "correlation_length": 0.04389032078778441,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.677669483109625,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3934649889530502,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000716.json b/metadata/cone/sample_000716.json
new file mode 100644
index 0000000000000000000000000000000000000000..18b3a11ddc498597850a08b7890195a41dd46875
--- /dev/null
+++ b/metadata/cone/sample_000716.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 716,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 35.204119192487354,
+    "radius": 0.21602029256124716
+  },
+  "rq_target": 0.0046620596363782,
+  "rq_actual": 0.004662059636378201,
+  "ra_actual": 0.003869814711671219,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    356,
+    172
+  ],
+  "physical_dimensions": [
+    0.18972126823382165,
+    0.043048341103694
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017905353836758968,
+    "max_slope": 0.0017905353836759619,
+    "height_range": 0.3061815506085783,
+    "mean_height": 0.15309077530428913,
+    "std_height": 0.08890238079557647
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.061303",
+  "correlation_length": 0.04571379419071922,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8040054663631836,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.347238234081753,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000731.json b/metadata/cone/sample_000731.json
new file mode 100644
index 0000000000000000000000000000000000000000..e06990945d22db7d50b556d1aec0aecba7f2f3db
--- /dev/null
+++ b/metadata/cone/sample_000731.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 731,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 33.60453751394779,
+    "radius": 0.38329281481339966
+  },
+  "rq_target": 0.0016701125316106982,
+  "rq_actual": 0.001670112531610698,
+  "ra_actual": 0.001373202506887091,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    290,
+    166
+  ],
+  "physical_dimensions": [
+    0.1654410440693972,
+    0.03802358216661404
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0034957754892454658,
+    "max_slope": 0.0034957754892455672,
+    "height_range": 0.5768029557255019,
+    "mean_height": 0.28840147786275094,
+    "std_height": 0.16751477472230483
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.537554",
+  "correlation_length": 0.07950390845896643,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7271239985047371,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43007499262912374,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000759.json b/metadata/cone/sample_000759.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3fcea0fd151db57fca41d36348b476f0e47998a
--- /dev/null
+++ b/metadata/cone/sample_000759.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 759,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 23.528738246058385,
+    "radius": 0.29688907660407
+  },
+  "rq_target": 0.0033945611176210604,
+  "rq_actual": 0.0033945611176210604,
+  "ra_actual": 0.002844485841446296,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    367,
+    147
+  ],
+  "physical_dimensions": [
+    0.1690804771878381,
+    0.039689412122918315
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00467029216408551,
+    "max_slope": 0.004670292164085599,
+    "height_range": 0.6818626559564845,
+    "mean_height": 0.3409313279782423,
+    "std_height": 0.19818040544459808
+  },
+  "generation_timestamp": "2025-11-08T03:56:00.946099",
+  "correlation_length": 0.06382707891751233,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6952654669532556,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36992806534790273,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000815.json b/metadata/cone/sample_000815.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1a8e71ff664649342f778dbc69d5fc397421c49
--- /dev/null
+++ b/metadata/cone/sample_000815.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 815,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 25.585419978249217,
+    "radius": 0.20412312805988314
+  },
+  "rq_target": 0.0029340626147056465,
+  "rq_actual": 0.002934062614705647,
+  "ra_actual": 0.00239355105809686,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    348,
+    158
+  ],
+  "physical_dimensions": [
+    0.15672387927211912,
+    0.04726388314303068
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0027153898151440277,
+    "max_slope": 0.002715389815144076,
+    "height_range": 0.42631620097761236,
+    "mean_height": 0.21315810048880623,
+    "std_height": 0.12384827160559374
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.474281",
+  "correlation_length": 0.01646252478629281,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7859806446261839,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42416297237833483,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000838.json b/metadata/cone/sample_000838.json
new file mode 100644
index 0000000000000000000000000000000000000000..47dc561befba906aedf1c1494e18331d27ec5477
--- /dev/null
+++ b/metadata/cone/sample_000838.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 838,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 27.356415978653544,
+    "radius": 0.27212144122272985
+  },
+  "rq_target": 0.001266943621189951,
+  "rq_actual": 0.0012669436211899512,
+  "ra_actual": 0.0010356830713711318,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    262,
+    148
+  ],
+  "physical_dimensions": [
+    0.18614494172679552,
+    0.05270153466226459
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0035779205448146483,
+    "max_slope": 0.0035779205448147056,
+    "height_range": 0.5259543200877533,
+    "mean_height": 0.26297716004387667,
+    "std_height": 0.15285930141634682
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.248501",
+  "correlation_length_x": 0.05260259458801669,
+  "correlation_length_y": 0.0031007687481422715,
+  "orientation": 70.02040931433413,
+  "anisotropy_ratio": 16.964372018884635,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.773197448605305,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30287760061951735,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000875.json b/metadata/cone/sample_000875.json
new file mode 100644
index 0000000000000000000000000000000000000000..cceec45a048a203607dc504789eb07cae834e56d
--- /dev/null
+++ b/metadata/cone/sample_000875.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 875,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 9.48224871309819,
+    "radius": 0.21782761918648713
+  },
+  "rq_target": 0.0010161208084055941,
+  "rq_actual": 0.0010161208084055941,
+  "ra_actual": 0.0008289473701259859,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    203,
+    156
+  ],
+  "physical_dimensions": [
+    0.17037847477579368,
+    0.08325220456538707
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.008413990654030772,
+    "max_slope": 0.008413990654030923,
+    "height_range": 1.30416855137477,
+    "mean_height": 0.652084275687385,
+    "std_height": 0.3789021569394117
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.050946",
+  "correlation_length_x": 0.10521171153399597,
+  "correlation_length_y": 0.018066685348548352,
+  "orientation": 126.74341067669717,
+  "anisotropy_ratio": 5.823520446845534,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7652843179330138,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4112785233885615,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000879.json b/metadata/cone/sample_000879.json
new file mode 100644
index 0000000000000000000000000000000000000000..64209564b2c8e9e377bd9d529972ea825e2b71cc
--- /dev/null
+++ b/metadata/cone/sample_000879.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 879,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 31.310969875208514,
+    "radius": 0.44972027711257917
+  },
+  "rq_target": 0.0016550498609197704,
+  "rq_actual": 0.0016550498609197704,
+  "ra_actual": 0.0013589296383697152,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    217,
+    129
+  ],
+  "physical_dimensions": [
+    0.170694360309666,
+    0.0749677930014206
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005776101519566561,
+    "max_slope": 0.00577610151956659,
+    "height_range": 0.7393409945045198,
+    "mean_height": 0.3696704972522599,
+    "std_height": 0.21509031503041606
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.435102",
+  "correlation_length": 0.015600739706752128,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7189626550327385,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4102318204993885,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000882.json b/metadata/cone/sample_000882.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c89df5650f5bad0a05df9ae2d95d181f1c9dc16
--- /dev/null
+++ b/metadata/cone/sample_000882.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 882,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 34.756287105307294,
+    "radius": 0.2858536265760671
+  },
+  "rq_target": 0.002177607149964241,
+  "rq_actual": 0.002177607149964241,
+  "ra_actual": 0.0017346096511114296,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    338,
+    157
+  ],
+  "physical_dimensions": [
+    0.1786328162720777,
+    0.11385233255003537
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0026407677617027113,
+    "max_slope": 0.0026407677617027447,
+    "height_range": 0.4119597708256229,
+    "mean_height": 0.20597988541281145,
+    "std_height": 0.11968243847174949
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.935680",
+  "correlation_length_x": 0.04248356617975777,
+  "correlation_length_y": 0.008393726906752969,
+  "orientation": 30.0,
+  "anisotropy_ratio": 5.0613472003215465,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.816193967594026,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4480254697407726,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000893.json b/metadata/cone/sample_000893.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1809343ff912a2c78b96c6ed4f651c58ad406dd
--- /dev/null
+++ b/metadata/cone/sample_000893.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 893,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 18.08118538265868,
+    "radius": 0.1769902010631378
+  },
+  "rq_target": 0.004880894378738477,
+  "rq_actual": 0.004880894378738477,
+  "ra_actual": 0.003996959228553129,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    226,
+    117
+  ],
+  "physical_dimensions": [
+    0.1734714402289456,
+    0.060021763290998564
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004673318599727172,
+    "max_slope": 0.00467331859972725,
+    "height_range": 0.542104957568352,
+    "mean_height": 0.27105247878417604,
+    "std_height": 0.15783552710089327
+  },
+  "generation_timestamp": "2025-11-08T04:11:14.119476",
+  "correlation_length": 0.06602491765036743,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7528967997738538,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3312333802862771,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000932.json b/metadata/cone/sample_000932.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1f6c8c8b7a1ac6a3370b9320fe5e58d4b1c268f
--- /dev/null
+++ b/metadata/cone/sample_000932.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 932,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 35.84219298867749,
+    "radius": 0.3140473271698759
+  },
+  "rq_target": 0.0028408324976673333,
+  "rq_actual": 0.0028408324976673333,
+  "ra_actual": 0.0023276959165588816,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    278,
+    159
+  ],
+  "physical_dimensions": [
+    0.17110251063861018,
+    0.03459826233847063
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0027516593427078613,
+    "max_slope": 0.002751659342707935,
+    "height_range": 0.434762176147842,
+    "mean_height": 0.21738108807392104,
+    "std_height": 0.12629686741183568
+  },
+  "generation_timestamp": "2025-11-08T04:17:20.413941",
+  "correlation_length": 0.05185534689075814,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7826705282382305,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.465492923033984,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000963.json b/metadata/cone/sample_000963.json
new file mode 100644
index 0000000000000000000000000000000000000000..8172abb1ea210a4398d121a63dcc691d86925ea3
--- /dev/null
+++ b/metadata/cone/sample_000963.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 963,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 10.243484386178658,
+    "radius": 0.19776058751511688
+  },
+  "rq_target": 0.002060422621970608,
+  "rq_actual": 0.002060422621970608,
+  "ra_actual": 0.0016326075717821755,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    330,
+    190
+  ],
+  "physical_dimensions": [
+    0.1560523307426584,
+    0.054515438193617864
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005790164377618752,
+    "max_slope": 0.005790164377618923,
+    "height_range": 1.0943410673699443,
+    "mean_height": 0.5471705336849723,
+    "std_height": 0.3175761327439047
+  },
+  "generation_timestamp": "2025-11-08T04:20:26.392697",
+  "correlation_length": 0.053575038905529886,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8416164239770405,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37043328333086206,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000973.json b/metadata/cone/sample_000973.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5c764c1927765ecf0a76eba7cb9da83c9dc0668
--- /dev/null
+++ b/metadata/cone/sample_000973.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 973,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 25.516355031201105,
+    "radius": 0.36769182722910027
+  },
+  "rq_target": 0.0011187880397337863,
+  "rq_actual": 0.0011187880397337863,
+  "ra_actual": 0.0009171347345514858,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    376,
+    139
+  ],
+  "physical_dimensions": [
+    0.15561580329056737,
+    0.06909221802641066
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005581999918935889,
+    "max_slope": 0.005581999918935987,
+    "height_range": 0.7703159888131527,
+    "mean_height": 0.3851579944065764,
+    "std_height": 0.22397665990667515
+  },
+  "generation_timestamp": "2025-11-08T04:20:27.528253",
+  "correlation_length_x": 0.02141622357203143,
+  "correlation_length_y": 0.013096058712860115,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.6353182313546784,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7359085826738848,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43752454516660755,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/cone/sample_000986.json b/metadata/cone/sample_000986.json
new file mode 100644
index 0000000000000000000000000000000000000000..30fdcf0ee4f64b5cc6f454184477e66d26c54bc6
--- /dev/null
+++ b/metadata/cone/sample_000986.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 986,
+  "geometry_type": "cone",
+  "geometry_parameters": {
+    "type": "cone",
+    "half_angle": 43.351283239332204,
+    "radius": 0.4972680609090775
+  },
+  "rq_target": 0.004026990862499633,
+  "rq_actual": 0.004026990862499633,
+  "ra_actual": 0.0032692865478221055,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    295,
+    129
+  ],
+  "physical_dimensions": [
+    0.19261475952952603,
+    0.04926954168961712
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004115176982367637,
+    "max_slope": 0.004115176982367685,
+    "height_range": 0.5267426537430575,
+    "mean_height": 0.26337132687152875,
+    "std_height": 0.15324085121166503
+  },
+  "generation_timestamp": "2025-11-08T04:23:41.044756",
+  "correlation_length_x": 0.03264021061472305,
+  "correlation_length_y": 0.009796139849614771,
+  "orientation": 164.70977012662325,
+  "anisotropy_ratio": 3.3319461661224254,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8401980330140413,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45372156436965644,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000043.json b/metadata/cylinder/sample_000043.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae5e4c01b83196bbc8b4babeaf2cd7e792d0eec2
--- /dev/null
+++ b/metadata/cylinder/sample_000043.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 43,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.19391190593500673,
+    "axis": "x",
+    "wrap_angle": 112.98742029901365
+  },
+  "rq_target": 0.0014911295600475603,
+  "rq_actual": 0.0014911295600475603,
+  "ra_actual": 0.0012198062227592266,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    339,
+    190
+  ],
+  "physical_dimensions": [
+    0.16746626468161954,
+    0.035763357768239544
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014240986688843862,
+    "max_slope": 0.002023193476558341,
+    "height_range": 0.26964013167369655,
+    "mean_height": 0.10355419187937139,
+    "std_height": 0.0851001929865898
+  },
+  "generation_timestamp": "2025-11-08T02:26:35.254610",
+  "correlation_length": 0.051483871105245674,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7144713062908676,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48402398633138305,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000052.json b/metadata/cylinder/sample_000052.json
new file mode 100644
index 0000000000000000000000000000000000000000..969ae5d9f6b6d1b3658ff25fa372663c41d6e9ed
--- /dev/null
+++ b/metadata/cylinder/sample_000052.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 52,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.29233429734380106,
+    "axis": "y",
+    "wrap_angle": 70.31419225228889
+  },
+  "rq_target": 0.0015861574001895095,
+  "rq_actual": 0.0015861574001895095,
+  "ra_actual": 0.0012916378567112586,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    393,
+    100
+  ],
+  "physical_dimensions": [
+    0.1562855140538512,
+    0.032639405830388366
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001955713762547585,
+    "max_slope": 0.003404355670581588,
+    "height_range": 0.19385796829555296,
+    "mean_height": 0.06833867699576981,
+    "std_height": 0.059469487246016944
+  },
+  "generation_timestamp": "2025-11-08T02:29:52.773845",
+  "correlation_length": 0.05644643299787821,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.661362308826327,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48712159223670837,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000056.json b/metadata/cylinder/sample_000056.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2f9faf446cf747535d7fbbe1a35fba937a8b92a
--- /dev/null
+++ b/metadata/cylinder/sample_000056.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 56,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.15690664133180116,
+    "axis": "x",
+    "wrap_angle": 156.0714719398153
+  },
+  "rq_target": 0.0011075141832977003,
+  "rq_actual": 0.0011075141832977003,
+  "ra_actual": 0.0008999640462424398,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    323,
+    110
+  ],
+  "physical_dimensions": [
+    0.15900992911725353,
+    0.08786419943167437
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0027379045584069936,
+    "max_slope": 0.003920736876789885,
+    "height_range": 0.30032748923890373,
+    "mean_height": 0.13369560268644032,
+    "std_height": 0.10101868250827184
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.226872",
+  "correlation_length_x": 0.08176457511606326,
+  "correlation_length_y": 0.009975011150094632,
+  "orientation": 19.920966163377248,
+  "anisotropy_ratio": 8.196940723749224,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7485851294374334,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34056889107311245,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000065.json b/metadata/cylinder/sample_000065.json
new file mode 100644
index 0000000000000000000000000000000000000000..b126a5e8d807d042954b50033083f71324c4e61e
--- /dev/null
+++ b/metadata/cylinder/sample_000065.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 65,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.090359779412634,
+    "axis": "x",
+    "wrap_angle": 122.16942662086957
+  },
+  "rq_target": 0.0015353979668119588,
+  "rq_actual": 0.0015353979668119586,
+  "ra_actual": 0.001267257247990682,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    218,
+    126
+  ],
+  "physical_dimensions": [
+    0.15695133778586,
+    0.04616981297719895
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00110422190855825,
+    "max_slope": 0.0015412870567201586,
+    "height_range": 0.13846955481946974,
+    "mean_height": 0.05460608916320956,
+    "std_height": 0.044241920249995105
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.158417",
+  "correlation_length_x": 0.028764426443393522,
+  "correlation_length_y": 0.011406535691986665,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.5217495671013546,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7845411476755395,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46385588106691655,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000077.json b/metadata/cylinder/sample_000077.json
new file mode 100644
index 0000000000000000000000000000000000000000..b17837fbc2734ad572065d4909279d9024763e8e
--- /dev/null
+++ b/metadata/cylinder/sample_000077.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 77,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.44769797116797055,
+    "axis": "y",
+    "wrap_angle": 93.02248899908037
+  },
+  "rq_target": 0.0016530095037134047,
+  "rq_actual": 0.001653009503713405,
+  "ra_actual": 0.00136008749980166,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    322,
+    146
+  ],
+  "physical_dimensions": [
+    0.19983027090148972,
+    0.11359438217735914
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003245354789955896,
+    "max_slope": 0.00501269296666268,
+    "height_range": 0.4713041545863195,
+    "mean_height": 0.17276542572157985,
+    "std_height": 0.14629740297342392
+  },
+  "generation_timestamp": "2025-11-08T02:32:42.740664",
+  "correlation_length": 0.05342614225525455,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.694813517649683,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3753668985091138,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000130.json b/metadata/cylinder/sample_000130.json
new file mode 100644
index 0000000000000000000000000000000000000000..656c8088c5ee3bfdeae55343174353e27e94ee3f
--- /dev/null
+++ b/metadata/cylinder/sample_000130.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 130,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.09549071469303001,
+    "axis": "y",
+    "wrap_angle": 115.81888887986533
+  },
+  "rq_target": 0.001629894381612952,
+  "rq_actual": 0.0016298943816129522,
+  "ra_actual": 0.0013397081952513858,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    372,
+    123
+  ],
+  "physical_dimensions": [
+    0.16768089308452536,
+    0.05663099468645183
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011203340038385128,
+    "max_slope": 0.0015821071536391146,
+    "height_range": 0.13707958385674285,
+    "mean_height": 0.05309454884048477,
+    "std_height": 0.04349536394723629
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.492692",
+  "correlation_length": 0.07061378941836662,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7487857733050844,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31648480404959867,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000131.json b/metadata/cylinder/sample_000131.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7682b086ecacbb5979b3b153b892403ae841ae8
--- /dev/null
+++ b/metadata/cylinder/sample_000131.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 131,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.10173889837457081,
+    "axis": "y",
+    "wrap_angle": 130.02092912085573
+  },
+  "rq_target": 0.0017023474045444885,
+  "rq_actual": 0.0017023474045444885,
+  "ra_actual": 0.0014064125595260977,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    378,
+    140
+  ],
+  "physical_dimensions": [
+    0.15237914763546592,
+    0.06690992537046045
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011986497947539278,
+    "max_slope": 0.0016608900695399553,
+    "height_range": 0.16716386612172324,
+    "mean_height": 0.06752177108597035,
+    "std_height": 0.05389681629193864
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.625817",
+  "correlation_length": 0.01539009340185582,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8326310304084116,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30070397912387004,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000149.json b/metadata/cylinder/sample_000149.json
new file mode 100644
index 0000000000000000000000000000000000000000..16f136af35b8c488d29721e30f59c873ba336d74
--- /dev/null
+++ b/metadata/cylinder/sample_000149.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 149,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4703348576182293,
+    "axis": "y",
+    "wrap_angle": 126.49864904695345
+  },
+  "rq_target": 0.0005631993656751518,
+  "rq_actual": 0.0005631993656751518,
+  "ra_actual": 0.0004627840029286425,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    287,
+    139
+  ],
+  "physical_dimensions": [
+    0.15290027445031046,
+    0.061771334046190944
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00541844719498801,
+    "max_slope": 0.007524383970038878,
+    "height_range": 0.7500918336213486,
+    "mean_height": 0.29963511097232226,
+    "std_height": 0.24077115945444594
+  },
+  "generation_timestamp": "2025-11-08T02:39:10.946464",
+  "correlation_length": 0.05917447580517914,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6547177883492669,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4665434677264366,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000167.json b/metadata/cylinder/sample_000167.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd88d234ed5628bbf7a5ac1603781107a74a1ad1
--- /dev/null
+++ b/metadata/cylinder/sample_000167.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 167,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.35391717156441954,
+    "axis": "x",
+    "wrap_angle": 112.87906626450632
+  },
+  "rq_target": 0.0024009597294921883,
+  "rq_actual": 0.0024009597294921883,
+  "ra_actual": 0.0019686588271799416,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    231,
+    135
+  ],
+  "physical_dimensions": [
+    0.18526712561825423,
+    0.08605808859577152
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003658808799484305,
+    "max_slope": 0.005203202931891776,
+    "height_range": 0.49151569346105634,
+    "mean_height": 0.1888347004402487,
+    "std_height": 0.15538585141002303
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.621026",
+  "correlation_length_x": 0.03741055186606473,
+  "correlation_length_y": 0.012468548399728559,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.0003935235058443,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7489000338476681,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4093191230747081,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000179.json b/metadata/cylinder/sample_000179.json
new file mode 100644
index 0000000000000000000000000000000000000000..416430f28f00ad63a88472ae44fe5b7744dd809a
--- /dev/null
+++ b/metadata/cylinder/sample_000179.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 179,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2665075193720942,
+    "axis": "x",
+    "wrap_angle": 173.81401985379122
+  },
+  "rq_target": 0.0008858706538733864,
+  "rq_actual": 0.0008858706538733864,
+  "ra_actual": 0.0007171273254745257,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    320,
+    172
+  ],
+  "physical_dimensions": [
+    0.17917530385733027,
+    0.0904321386870043
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0030916267308760655,
+    "max_slope": 0.004727575447240728,
+    "height_range": 0.5314632616292079,
+    "mean_height": 0.25709179984468833,
+    "std_height": 0.1854234846416874
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.058406",
+  "correlation_length": 0.07818485648019699,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6625641435825728,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45345762121193134,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000181.json b/metadata/cylinder/sample_000181.json
new file mode 100644
index 0000000000000000000000000000000000000000..c53066dc80e169cca6124cf615484b40ce4a9744
--- /dev/null
+++ b/metadata/cylinder/sample_000181.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 181,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3520739078268949,
+    "axis": "x",
+    "wrap_angle": 114.59581311538886
+  },
+  "rq_target": 0.0026554457412482605,
+  "rq_actual": 0.0026554457412482605,
+  "ra_actual": 0.0021837045649843482,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    201,
+    101
+  ],
+  "physical_dimensions": [
+    0.17225544610168944,
+    0.09079660600178639
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004968942365829325,
+    "max_slope": 0.007040968053400404,
+    "height_range": 0.49861212009950107,
+    "mean_height": 0.1925878579818944,
+    "std_height": 0.15823664205973986
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.274535",
+  "correlation_length": 0.03288413440022234,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6883958871469116,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4816683053314486,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000211.json b/metadata/cylinder/sample_000211.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ed6de923397ba76b388a7f963db5eac4a0a6f68
--- /dev/null
+++ b/metadata/cylinder/sample_000211.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 211,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.43959148170069584,
+    "axis": "x",
+    "wrap_angle": 166.24221296605612
+  },
+  "rq_target": 0.0026374554188442673,
+  "rq_actual": 0.0026374554188442673,
+  "ra_actual": 0.0020996673984673524,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    243,
+    179
+  ],
+  "physical_dimensions": [
+    0.16464407512403406,
+    0.041983547941983786
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004846260031766971,
+    "max_slope": 0.007165079413842396,
+    "height_range": 0.8665709770145356,
+    "mean_height": 0.40372743373548753,
+    "std_height": 0.29697605632201746
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.567509",
+  "correlation_length": 0.01758433328972395,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8190042588880369,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40200446018520597,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000223.json b/metadata/cylinder/sample_000223.json
new file mode 100644
index 0000000000000000000000000000000000000000..45e715da2f90fba5e3744cc591c03189bf0eab01
--- /dev/null
+++ b/metadata/cylinder/sample_000223.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 223,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3436475235408835,
+    "axis": "x",
+    "wrap_angle": 78.49189180235354
+  },
+  "rq_target": 0.0011845108498306101,
+  "rq_actual": 0.0011845108498306101,
+  "ra_actual": 0.0009877100106859273,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    273,
+    169
+  ],
+  "physical_dimensions": [
+    0.15336903560414555,
+    0.0550300478491673
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001635888077505175,
+    "max_slope": 0.0027436001540765975,
+    "height_range": 0.27508757238490095,
+    "mean_height": 0.09807849251608725,
+    "std_height": 0.08445544959014707
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.752026",
+  "correlation_length": 0.07191046269651695,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7275889998024975,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41088684082953775,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000260.json b/metadata/cylinder/sample_000260.json
new file mode 100644
index 0000000000000000000000000000000000000000..5daefbf1de3d3e598556ec4b4d6ddf69bd752cf6
--- /dev/null
+++ b/metadata/cylinder/sample_000260.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 260,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.13261725539004085,
+    "axis": "x",
+    "wrap_angle": 45.6523342821835
+  },
+  "rq_target": 0.0005993440105120487,
+  "rq_actual": 0.0005993440105120487,
+  "ra_actual": 0.0004890412450619491,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    318,
+    114
+  ],
+  "physical_dimensions": [
+    0.1991528185350611,
+    0.05452469251680646
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003530811874156407,
+    "max_slope": 0.0006663966799878782,
+    "height_range": 0.0399164086274213,
+    "mean_height": 0.013649882823218036,
+    "std_height": 0.01210115423959987
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.281542",
+  "correlation_length_x": 0.1430378899016552,
+  "correlation_length_y": 0.05886886799501539,
+  "orientation": 73.32323392218322,
+  "anisotropy_ratio": 2.4297713676737707,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7186812231409591,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4685995764881063,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000291.json b/metadata/cylinder/sample_000291.json
new file mode 100644
index 0000000000000000000000000000000000000000..a18182f188ef7daf0fe9c5b7580f819592906340
--- /dev/null
+++ b/metadata/cylinder/sample_000291.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 291,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.45887019390684314,
+    "axis": "y",
+    "wrap_angle": 125.41306695791015
+  },
+  "rq_target": 0.0028942547103622982,
+  "rq_actual": 0.0028942547103622982,
+  "ra_actual": 0.0023174179613162796,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    221,
+    112
+  ],
+  "physical_dimensions": [
+    0.1620019108194018,
+    0.0993438750235341
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006504713434656639,
+    "max_slope": 0.00904792374109098,
+    "height_range": 0.7247703544829348,
+    "mean_height": 0.28868575245834593,
+    "std_height": 0.23264674432323942
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.808244",
+  "correlation_length": 0.006762107174165843,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7873199989467259,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46994066830669107,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000296.json b/metadata/cylinder/sample_000296.json
new file mode 100644
index 0000000000000000000000000000000000000000..4adb41355ac4f01e66a60d0cbe6ad5780629b69d
--- /dev/null
+++ b/metadata/cylinder/sample_000296.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 296,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.34601295503230894,
+    "axis": "y",
+    "wrap_angle": 112.27690923995782
+  },
+  "rq_target": 0.002691717950177399,
+  "rq_actual": 0.002691717950177399,
+  "ra_actual": 0.002192940872918379,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    377,
+    156
+  ],
+  "physical_dimensions": [
+    0.16134355242285042,
+    0.03846112521230891
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00307194671159684,
+    "max_slope": 0.004374362818866467,
+    "height_range": 0.4771806740801549,
+    "mean_height": 0.18297977153226014,
+    "std_height": 0.15063548475805005
+  },
+  "generation_timestamp": "2025-11-08T02:57:30.475070",
+  "correlation_length_x": 0.03990658174583592,
+  "correlation_length_y": 0.016557045413189045,
+  "orientation": 60.0,
+  "anisotropy_ratio": 2.4102477676389684,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7852098624154277,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4804838580581738,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000300.json b/metadata/cylinder/sample_000300.json
new file mode 100644
index 0000000000000000000000000000000000000000..8539c300b3221e8a83e84061bc120feeb238ed63
--- /dev/null
+++ b/metadata/cylinder/sample_000300.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 300,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2627850863135105,
+    "axis": "y",
+    "wrap_angle": 59.6745887934496
+  },
+  "rq_target": 0.0021258245822475645,
+  "rq_actual": 0.002125824582247564,
+  "ra_actual": 0.0017690342340703662,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    276,
+    155
+  ],
+  "physical_dimensions": [
+    0.18165782762274457,
+    0.10807266228599705
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008443267887333501,
+    "max_slope": 0.0015310196956161426,
+    "height_range": 0.13010213749750624,
+    "mean_height": 0.04512870679027973,
+    "std_height": 0.039564374803501
+  },
+  "generation_timestamp": "2025-11-08T03:00:38.931223",
+  "correlation_length_x": 0.040252182417037735,
+  "correlation_length_y": 0.009005402665199993,
+  "orientation": 15.0,
+  "anisotropy_ratio": 4.469781520440631,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6705582738825422,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3405956788028958,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000304.json b/metadata/cylinder/sample_000304.json
new file mode 100644
index 0000000000000000000000000000000000000000..3fc81c0c75991d2c8187ca2f7d74bf06314f035b
--- /dev/null
+++ b/metadata/cylinder/sample_000304.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 304,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.07247700907451336,
+    "axis": "x",
+    "wrap_angle": 69.75815379084483
+  },
+  "rq_target": 0.0020386145951907537,
+  "rq_actual": 0.0020386145951907537,
+  "ra_actual": 0.0016568230384585558,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    396,
+    106
+  ],
+  "physical_dimensions": [
+    0.17536690312298361,
+    0.0433934747875311
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004509149775551865,
+    "max_slope": 0.0007867890266999786,
+    "height_range": 0.04740115697167231,
+    "mean_height": 0.01669194625641838,
+    "std_height": 0.014528850783324864
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.327951",
+  "correlation_length": 0.04680912621113782,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.836990304274918,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4176792722999179,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000315.json b/metadata/cylinder/sample_000315.json
new file mode 100644
index 0000000000000000000000000000000000000000..244c3a3a433a5855903053b08b1c516527def38b
--- /dev/null
+++ b/metadata/cylinder/sample_000315.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 315,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.1413225595212231,
+    "axis": "y",
+    "wrap_angle": 171.64829732981224
+  },
+  "rq_target": 0.003094785638110304,
+  "rq_actual": 0.0030947856381103034,
+  "ra_actual": 0.0025949633464725334,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    355,
+    171
+  ],
+  "physical_dimensions": [
+    0.19172688329556659,
+    0.048712215693524484
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016453163552972265,
+    "max_slope": 0.0024903232249831597,
+    "height_range": 0.2811464105107312,
+    "mean_height": 0.13450657060920151,
+    "std_height": 0.09757338499377623
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.608265",
+  "correlation_length_x": 0.015508554092121611,
+  "correlation_length_y": 0.0028732583870318437,
+  "orientation": 89.76963136185067,
+  "anisotropy_ratio": 5.397549403185552,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7212499757167651,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31719334797283016,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000318.json b/metadata/cylinder/sample_000318.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbe540c31bcd1cd790879bae938d902a403556f2
--- /dev/null
+++ b/metadata/cylinder/sample_000318.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 318,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.34411037066173006,
+    "axis": "y",
+    "wrap_angle": 111.86619905080038
+  },
+  "rq_target": 0.0029816971731917202,
+  "rq_actual": 0.0029816971731917202,
+  "ra_actual": 0.002469258501908953,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    345,
+    147
+  ],
+  "physical_dimensions": [
+    0.1506075475215505,
+    0.07355573462364752
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003227396874934268,
+    "max_slope": 0.004601505345943918,
+    "height_range": 0.47227095822901877,
+    "mean_height": 0.18092394380591956,
+    "std_height": 0.14907223484882412
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.909321",
+  "correlation_length_x": 0.23391720729759227,
+  "correlation_length_y": 0.016861320902338054,
+  "orientation": 69.4392501309571,
+  "anisotropy_ratio": 13.87300607422497,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.712137725985554,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3227157421919182,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000319.json b/metadata/cylinder/sample_000319.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2f19ce58bf1d23a132a4dda77a3e45a3e6c806f
--- /dev/null
+++ b/metadata/cylinder/sample_000319.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 319,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.41334455812144844,
+    "axis": "y",
+    "wrap_angle": 138.99390150958078
+  },
+  "rq_target": 0.0029365791135220515,
+  "rq_actual": 0.0029365791135220515,
+  "ra_actual": 0.002390874380588257,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    218,
+    145
+  ],
+  "physical_dimensions": [
+    0.1648823548342875,
+    0.06939930756159131
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00501797674790232,
+    "max_slope": 0.006963037086926027,
+    "height_range": 0.7252707904120168,
+    "mean_height": 0.30197018859123526,
+    "std_height": 0.2367352952213761
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.989293",
+  "correlation_length_x": 0.02757495231518764,
+  "correlation_length_y": 0.008941239825759019,
+  "orientation": 15.0,
+  "anisotropy_ratio": 3.084018866795893,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7611716618608348,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3577747544348891,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000323.json b/metadata/cylinder/sample_000323.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd25319b0a66358531e28dcec23802f29718095e
--- /dev/null
+++ b/metadata/cylinder/sample_000323.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 323,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3961208009239805,
+    "axis": "y",
+    "wrap_angle": 150.32894454537762
+  },
+  "rq_target": 0.0010492948815247769,
+  "rq_actual": 0.0010492948815247769,
+  "ra_actual": 0.0008613180838650867,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    291,
+    133
+  ],
+  "physical_dimensions": [
+    0.19418464418199682,
+    0.07830756511057677
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005581388727624837,
+    "max_slope": 0.007873086706147836,
+    "height_range": 0.7403029151302235,
+    "mean_height": 0.3217538437016266,
+    "std_height": 0.246186348559114
+  },
+  "generation_timestamp": "2025-11-08T03:00:41.430912",
+  "correlation_length_x": 0.1485517212376442,
+  "correlation_length_y": 0.03094556731973889,
+  "orientation": 71.06623293408153,
+  "anisotropy_ratio": 4.800420031171613,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7090587658760712,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45617911273779105,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000326.json b/metadata/cylinder/sample_000326.json
new file mode 100644
index 0000000000000000000000000000000000000000..c35ae6da88cd6c1fb66b20bf9bbbd2b2d7de27ae
--- /dev/null
+++ b/metadata/cylinder/sample_000326.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 326,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.21922239056963483,
+    "axis": "x",
+    "wrap_angle": 171.4256977179452
+  },
+  "rq_target": 0.002311452147388584,
+  "rq_actual": 0.002311452147388584,
+  "ra_actual": 0.0019174552406691448,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    385,
+    123
+  ],
+  "physical_dimensions": [
+    0.19950337340029345,
+    0.05799113455260187
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0035484625818921157,
+    "max_slope": 0.005375693478341742,
+    "height_range": 0.43599460913325677,
+    "mean_height": 0.20837769024597708,
+    "std_height": 0.1514215276482167
+  },
+  "generation_timestamp": "2025-11-08T03:03:31.367167",
+  "correlation_length_x": 0.0477745122866275,
+  "correlation_length_y": 0.006437020962092642,
+  "orientation": 26.238108466854545,
+  "anisotropy_ratio": 7.421835747929,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7594458171572099,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4285948008558412,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000347.json b/metadata/cylinder/sample_000347.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf0a9ccd75dab48f5fb4e5edcb78712e209cb830
--- /dev/null
+++ b/metadata/cylinder/sample_000347.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 347,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.13060313673803792,
+    "axis": "y",
+    "wrap_angle": 155.96900472738417
+  },
+  "rq_target": 0.0016727383047188296,
+  "rq_actual": 0.0016727383047188296,
+  "ra_actual": 0.0013420016456912563,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    281,
+    180
+  ],
+  "physical_dimensions": [
+    0.17464528826490072,
+    0.10529909286795368
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013905840637145218,
+    "max_slope": 0.0019860733710806017,
+    "height_range": 0.24988628471412916,
+    "mean_height": 0.11114268128005153,
+    "std_height": 0.08384923412710893
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.986810",
+  "correlation_length": 0.016075711466363666,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8274546045598214,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48607026030967543,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000355.json b/metadata/cylinder/sample_000355.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba4d026b12fc442f9f42c82c7d78c9ba5895548f
--- /dev/null
+++ b/metadata/cylinder/sample_000355.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 355,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2869026494752689,
+    "axis": "x",
+    "wrap_angle": 90.72067871366622
+  },
+  "rq_target": 0.0026147714519120166,
+  "rq_actual": 0.002614771451912016,
+  "ra_actual": 0.002101955312826913,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    272,
+    130
+  ],
+  "physical_dimensions": [
+    0.17002338234725317,
+    0.04535810528947329
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0022483291496611033,
+    "max_slope": 0.003521418016174338,
+    "height_range": 0.29051127793062986,
+    "mean_height": 0.10602640302662586,
+    "std_height": 0.0900889521215694
+  },
+  "generation_timestamp": "2025-11-08T03:06:51.204353",
+  "correlation_length": 0.01287704182083676,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6743964827906345,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3082464136085282,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000359.json b/metadata/cylinder/sample_000359.json
new file mode 100644
index 0000000000000000000000000000000000000000..c346d1cf626f3c68d9cd9858a43d9f0b7d4f6ff8
--- /dev/null
+++ b/metadata/cylinder/sample_000359.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 359,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4207262546212344,
+    "axis": "x",
+    "wrap_angle": 169.11649238069919
+  },
+  "rq_target": 0.0011855223147521346,
+  "rq_actual": 0.0011855223147521346,
+  "ra_actual": 0.0009810246590640308,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    347,
+    149
+  ],
+  "physical_dimensions": [
+    0.1724945085081441,
+    0.049085564412185506
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005602415793897712,
+    "max_slope": 0.008390108127847573,
+    "height_range": 0.8338849492029101,
+    "mean_height": 0.3939690278766221,
+    "std_height": 0.28782019616347965
+  },
+  "generation_timestamp": "2025-11-08T03:06:51.816149",
+  "correlation_length_x": 0.01386702743278734,
+  "correlation_length_y": 0.016865839159720987,
+  "orientation": 30.0,
+  "anisotropy_ratio": 0.8221961149673825,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6566962839679605,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3410132702402875,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000371.json b/metadata/cylinder/sample_000371.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f5f50577531f293739128b449a3df52a9c7053d
--- /dev/null
+++ b/metadata/cylinder/sample_000371.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 371,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.35972583070614034,
+    "axis": "x",
+    "wrap_angle": 110.61250576276365
+  },
+  "rq_target": 0.003573763069597501,
+  "rq_actual": 0.003573763069597501,
+  "ra_actual": 0.002845507983202966,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    314,
+    173
+  ],
+  "physical_dimensions": [
+    0.1782455339075166,
+    0.11398402934868761
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0028223739858487433,
+    "max_slope": 0.004037528331115647,
+    "height_range": 0.48636585276175154,
+    "mean_height": 0.18565754354262898,
+    "std_height": 0.1531956780177969
+  },
+  "generation_timestamp": "2025-11-08T03:06:53.282647",
+  "correlation_length": 0.0715323400706224,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8046866084156528,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40143711664547266,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000383.json b/metadata/cylinder/sample_000383.json
new file mode 100644
index 0000000000000000000000000000000000000000..779f97978afaf451c43f27b419cfba31c74452a2
--- /dev/null
+++ b/metadata/cylinder/sample_000383.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 383,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.13005158888828433,
+    "axis": "y",
+    "wrap_angle": 141.33430073206512
+  },
+  "rq_target": 0.0009374851517668619,
+  "rq_actual": 0.000937485151766862,
+  "ra_actual": 0.0007605182492123143,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    229,
+    190
+  ],
+  "physical_dimensions": [
+    0.1879652685796162,
+    0.041119889829261416
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012217713282142793,
+    "max_slope": 0.0016973127067175936,
+    "height_range": 0.23159646456641678,
+    "mean_height": 0.09721108386523841,
+    "std_height": 0.07577487351222098
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.583625",
+  "correlation_length_x": 0.225364028393581,
+  "correlation_length_y": 0.014232116673778994,
+  "orientation": 77.97061390779716,
+  "anisotropy_ratio": 15.834891854757473,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7559311081065285,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34192097735908894,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000384.json b/metadata/cylinder/sample_000384.json
new file mode 100644
index 0000000000000000000000000000000000000000..66a531e008a5d29f14319aa65bde4ac70309b1d9
--- /dev/null
+++ b/metadata/cylinder/sample_000384.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 384,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.45293831191415207,
+    "axis": "y",
+    "wrap_angle": 82.42824849671501
+  },
+  "rq_target": 0.00406241010757557,
+  "rq_actual": 0.00406241010757557,
+  "ra_actual": 0.003290075508595145,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    372,
+    157
+  ],
+  "physical_dimensions": [
+    0.15395757405926677,
+    0.037801884467878084
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0025180529999712068,
+    "max_slope": 0.004138015229207426,
+    "height_range": 0.3932556832171729,
+    "mean_height": 0.14120409182930405,
+    "std_height": 0.12109220399150482
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.750790",
+  "correlation_length_x": 0.10216495838111624,
+  "correlation_length_y": 0.013524481614848528,
+  "orientation": 160.23195613958805,
+  "anisotropy_ratio": 7.554075733960061,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6536734759057834,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4770483212074807,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000393.json b/metadata/cylinder/sample_000393.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb2a80071f6438fe75e026f26c9137628e35a0c9
--- /dev/null
+++ b/metadata/cylinder/sample_000393.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 393,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.07072423774757161,
+    "axis": "y",
+    "wrap_angle": 97.74134691693251
+  },
+  "rq_target": 0.0049269265350332415,
+  "rq_actual": 0.0049269265350332415,
+  "ra_actual": 0.003975111263197188,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    231,
+    134
+  ],
+  "physical_dimensions": [
+    0.17426220671032375,
+    0.041319375054812285
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006022657150964217,
+    "max_slope": 0.0009070947488585834,
+    "height_range": 0.08025088334123846,
+    "mean_height": 0.029722455487057313,
+    "std_height": 0.025018840190283914
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.711571",
+  "correlation_length": 0.01195362670265445,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7306229434624364,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46784351949702396,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000394.json b/metadata/cylinder/sample_000394.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f092213ca5cf4d86ad6ccf0c2a766a9496869e8
--- /dev/null
+++ b/metadata/cylinder/sample_000394.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 394,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3833476700353303,
+    "axis": "y",
+    "wrap_angle": 161.54231432030025
+  },
+  "rq_target": 0.003201920804332209,
+  "rq_actual": 0.003201920804332209,
+  "ra_actual": 0.0026281051546456695,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    268,
+    114
+  ],
+  "physical_dimensions": [
+    0.1680642737392827,
+    0.062412173350113266
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006566713121480038,
+    "max_slope": 0.009563849302990451,
+    "height_range": 0.7469750671582477,
+    "mean_height": 0.340593706206282,
+    "std_height": 0.25391618111567843
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.782993",
+  "correlation_length_x": 0.045184437529451144,
+  "correlation_length_y": 0.013661633998151151,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.3073962847757463,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7791398116897018,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35013681648054745,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000407.json b/metadata/cylinder/sample_000407.json
new file mode 100644
index 0000000000000000000000000000000000000000..b67db3a46e56557d947e4ef607c9d9522ccc5bba
--- /dev/null
+++ b/metadata/cylinder/sample_000407.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 407,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4300831735015573,
+    "axis": "x",
+    "wrap_angle": 125.81376826821133
+  },
+  "rq_target": 0.002489591435143697,
+  "rq_actual": 0.002489591435143697,
+  "ra_actual": 0.0020131265961772665,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    283,
+    138
+  ],
+  "physical_dimensions": [
+    0.17365300129592776,
+    0.11291333174445843
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004960769147240679,
+    "max_slope": 0.00689316741791024,
+    "height_range": 0.6817474426458694,
+    "mean_height": 0.27176318102906416,
+    "std_height": 0.21865703202736284
+  },
+  "generation_timestamp": "2025-11-08T03:13:16.660228",
+  "correlation_length": 0.012309381546982783,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.794427283347764,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3177432913461179,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000409.json b/metadata/cylinder/sample_000409.json
new file mode 100644
index 0000000000000000000000000000000000000000..50cf5ffc4866e654139d092887b7c70c52f9a93e
--- /dev/null
+++ b/metadata/cylinder/sample_000409.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 409,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.43864594482692765,
+    "axis": "y",
+    "wrap_angle": 61.96930180052975
+  },
+  "rq_target": 0.0008300606246033072,
+  "rq_actual": 0.0008300606246033071,
+  "ra_actual": 0.0006854385610949229,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    280,
+    189
+  ],
+  "physical_dimensions": [
+    0.17680228617222873,
+    0.09717062864992079
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012360970586273424,
+    "max_slope": 0.002224095127830561,
+    "height_range": 0.23250666703026124,
+    "mean_height": 0.08084496371567433,
+    "std_height": 0.07069870420528467
+  },
+  "generation_timestamp": "2025-11-08T03:13:16.987544",
+  "correlation_length_x": 0.01201111112128843,
+  "correlation_length_y": 0.00590725288512773,
+  "orientation": 14.529615911544244,
+  "anisotropy_ratio": 2.033282027171708,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6883294297036442,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34388123703422,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000412.json b/metadata/cylinder/sample_000412.json
new file mode 100644
index 0000000000000000000000000000000000000000..3422ea8e2fec67ea7558e8b77d20387ab0de11ac
--- /dev/null
+++ b/metadata/cylinder/sample_000412.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 412,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4053160056086193,
+    "axis": "y",
+    "wrap_angle": 162.05239959327974
+  },
+  "rq_target": 0.0033986237088573738,
+  "rq_actual": 0.0033986237088573733,
+  "ra_actual": 0.002848120909039804,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    278,
+    191
+  ],
+  "physical_dimensions": [
+    0.1922982581449839,
+    0.039837016355709395
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004145980155486576,
+    "max_slope": 0.0060331750495449255,
+    "height_range": 0.7909088190683667,
+    "mean_height": 0.3613374098285987,
+    "std_height": 0.2685649698415471
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.294712",
+  "correlation_length_x": 0.027434758237515344,
+  "correlation_length_y": 0.005015236711949517,
+  "orientation": 0.0,
+  "anisotropy_ratio": 5.4702818258105586,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.675210539078115,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36129983302233376,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000424.json b/metadata/cylinder/sample_000424.json
new file mode 100644
index 0000000000000000000000000000000000000000..346f97833edef7c6637ec31fb5a299051ba106df
--- /dev/null
+++ b/metadata/cylinder/sample_000424.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 424,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.11246552171746249,
+    "axis": "y",
+    "wrap_angle": 102.66972572138732
+  },
+  "rq_target": 0.002631811260155638,
+  "rq_actual": 0.002631811260155638,
+  "ra_actual": 0.002213422851123143,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    395,
+    172
+  ],
+  "physical_dimensions": [
+    0.17559930168013652,
+    0.10320533517407342
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008006473202051462,
+    "max_slope": 0.001178514323842951,
+    "height_range": 0.13713266501392335,
+    "mean_height": 0.051332679496274874,
+    "std_height": 0.042871591830601866
+  },
+  "generation_timestamp": "2025-11-08T03:13:18.838225",
+  "correlation_length_x": 0.020642399986513564,
+  "correlation_length_y": 0.00965470791153978,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.1380657162958556,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6954081993315747,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3668626637395622,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000446.json b/metadata/cylinder/sample_000446.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6bbf06adf2343f8f50b665b38d271b4e15bfd4a
--- /dev/null
+++ b/metadata/cylinder/sample_000446.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 446,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.34060022787020433,
+    "axis": "y",
+    "wrap_angle": 89.46280316694137
+  },
+  "rq_target": 0.00141448385403289,
+  "rq_actual": 0.0014144838540328902,
+  "ra_actual": 0.001175428629085601,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    232,
+    104
+  ],
+  "physical_dimensions": [
+    0.15199408737100725,
+    0.030699651194614926
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003269304616565216,
+    "max_slope": 0.005162510994529967,
+    "height_range": 0.33740685682936494,
+    "mean_height": 0.12292360257100893,
+    "std_height": 0.10471912742527795
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.654696",
+  "correlation_length_x": 0.04265563534410217,
+  "correlation_length_y": 0.003800244236526262,
+  "orientation": 15.0,
+  "anisotropy_ratio": 11.22444576959426,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.700377649248036,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38384516936793817,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000449.json b/metadata/cylinder/sample_000449.json
new file mode 100644
index 0000000000000000000000000000000000000000..da71b51e5a5a3493f055a5fdd3f638b4cea8b2f9
--- /dev/null
+++ b/metadata/cylinder/sample_000449.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 449,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2087581621165453,
+    "axis": "y",
+    "wrap_angle": 173.19888025000435
+  },
+  "rq_target": 0.0026138139239705403,
+  "rq_actual": 0.0026138139239705407,
+  "ra_actual": 0.0021099777398150936,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    333,
+    104
+  ],
+  "physical_dimensions": [
+    0.19887391763866044,
+    0.11096311301088388
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004004804208527332,
+    "max_slope": 0.0061252476943779305,
+    "height_range": 0.41604733352652323,
+    "mean_height": 0.20065210413083562,
+    "std_height": 0.1452295474923002
+  },
+  "generation_timestamp": "2025-11-08T03:16:33.106341",
+  "correlation_length": 0.031398406313807664,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7499841137747381,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3134418251824855,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000450.json b/metadata/cylinder/sample_000450.json
new file mode 100644
index 0000000000000000000000000000000000000000..f14ca367ed22389cf46bdc2e026f1cfab1602726
--- /dev/null
+++ b/metadata/cylinder/sample_000450.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 450,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3847287234013644,
+    "axis": "y",
+    "wrap_angle": 60.883884377678484
+  },
+  "rq_target": 0.000667042385865963,
+  "rq_actual": 0.0006670423858659628,
+  "ra_actual": 0.0005476111635791049,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    236,
+    125
+  ],
+  "physical_dimensions": [
+    0.18912308585003051,
+    0.04481574625803817
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0015917661054579495,
+    "max_slope": 0.0028734251176288916,
+    "height_range": 0.19752698731725232,
+    "mean_height": 0.0686690438153651,
+    "std_height": 0.060194190837786085
+  },
+  "generation_timestamp": "2025-11-08T03:19:31.797300",
+  "correlation_length": 0.009927836487738699,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6878335627206471,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3229560920356758,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000453.json b/metadata/cylinder/sample_000453.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f325d478375dfb2e8ada7686608873361b77fbd
--- /dev/null
+++ b/metadata/cylinder/sample_000453.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 453,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.450436289835372,
+    "axis": "x",
+    "wrap_angle": 96.12421370744529
+  },
+  "rq_target": 0.001391217462729466,
+  "rq_actual": 0.001391217462729466,
+  "ra_actual": 0.0011352953752677604,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    338,
+    107
+  ],
+  "physical_dimensions": [
+    0.19368606117589407,
+    0.04145464418708368
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0046922061751507775,
+    "max_slope": 0.007128796800892068,
+    "height_range": 0.4984907601645935,
+    "mean_height": 0.18410173013166178,
+    "std_height": 0.15546514625417313
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.145114",
+  "correlation_length": 0.044242422292616795,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7235809188783026,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4034809131640185,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000456.json b/metadata/cylinder/sample_000456.json
new file mode 100644
index 0000000000000000000000000000000000000000..fff9ad16ac036854646eb03059980f4989f34264
--- /dev/null
+++ b/metadata/cylinder/sample_000456.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 456,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.15954020350125064,
+    "axis": "y",
+    "wrap_angle": 124.86637305478983
+  },
+  "rq_target": 0.0010908937610579414,
+  "rq_actual": 0.0010908937610579412,
+  "ra_actual": 0.0008906356576922734,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    224,
+    131
+  ],
+  "physical_dimensions": [
+    0.18907085356615336,
+    0.12279419189738998
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0019225835295059188,
+    "max_slope": 0.002674384371854008,
+    "height_range": 0.2507436625274256,
+    "mean_height": 0.09967458844297147,
+    "std_height": 0.0803523760043865
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.451141",
+  "correlation_length_x": 0.019633751124783945,
+  "correlation_length_y": 0.009124809225416594,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.15168894381872,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7118273463448608,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43512865256550104,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000463.json b/metadata/cylinder/sample_000463.json
new file mode 100644
index 0000000000000000000000000000000000000000..cac55410423f24466827ced0cbe5e69f7b8160f4
--- /dev/null
+++ b/metadata/cylinder/sample_000463.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 463,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2016808763863231,
+    "axis": "x",
+    "wrap_angle": 96.405962619323
+  },
+  "rq_target": 0.0038401077989372212,
+  "rq_actual": 0.003840107798937222,
+  "ra_actual": 0.00314457861291807,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    371,
+    127
+  ],
+  "physical_dimensions": [
+    0.1659011104301284,
+    0.046841026339620465
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017758350688122867,
+    "max_slope": 0.00269312901537766,
+    "height_range": 0.22418288579259152,
+    "mean_height": 0.08280096020014806,
+    "std_height": 0.06983999216580332
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.181780",
+  "correlation_length_x": 0.03321256355586677,
+  "correlation_length_y": 0.010344822588522349,
+  "orientation": 60.0,
+  "anisotropy_ratio": 3.2105493614473715,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7113281592237486,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4649584624935872,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000467.json b/metadata/cylinder/sample_000467.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b86ba4bcac32a226f38312a76288e64dce6c57f
--- /dev/null
+++ b/metadata/cylinder/sample_000467.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 467,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.36005289810192204,
+    "axis": "y",
+    "wrap_angle": 67.15895457942602
+  },
+  "rq_target": 0.0021015816308399965,
+  "rq_actual": 0.0021015816308399965,
+  "ra_actual": 0.0016862086279757623,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    304,
+    153
+  ],
+  "physical_dimensions": [
+    0.19633048648176793,
+    0.04324367710684679
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014481811502325844,
+    "max_slope": 0.002554637957421668,
+    "height_range": 0.22028904422457207,
+    "mean_height": 0.077183735930065,
+    "std_height": 0.06723781548344292
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.637955",
+  "correlation_length_x": 0.021812525154697122,
+  "correlation_length_y": 0.008838438533396543,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.4679161451739757,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8228421031589155,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40921425459296634,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000478.json b/metadata/cylinder/sample_000478.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef70c1be67cd08efada8c50b53ab40f490618d89
--- /dev/null
+++ b/metadata/cylinder/sample_000478.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 478,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3635481803735657,
+    "axis": "y",
+    "wrap_angle": 125.04148037069957
+  },
+  "rq_target": 0.0006917672833303157,
+  "rq_actual": 0.0006917672833303158,
+  "ra_actual": 0.0005530476199971186,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    278,
+    169
+  ],
+  "physical_dimensions": [
+    0.17164954161048868,
+    0.03508379684489274
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0033978921836429012,
+    "max_slope": 0.004722497295891137,
+    "height_range": 0.5722863943241068,
+    "mean_height": 0.2275115567210195,
+    "std_height": 0.18318560500686856
+  },
+  "generation_timestamp": "2025-11-08T03:22:24.586875",
+  "correlation_length": 0.00687943407726406,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8062089315181579,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4322925807928266,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000500.json b/metadata/cylinder/sample_000500.json
new file mode 100644
index 0000000000000000000000000000000000000000..236466c1476cf93565417cf34408e13b708e9f0b
--- /dev/null
+++ b/metadata/cylinder/sample_000500.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 500,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.12376314856547795,
+    "axis": "x",
+    "wrap_angle": 165.11852457820942
+  },
+  "rq_target": 0.0008605921652091495,
+  "rq_actual": 0.0008605921652091494,
+  "ra_actual": 0.0006919584627401964,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    343,
+    182
+  ],
+  "physical_dimensions": [
+    0.1817843618887208,
+    0.046096442136794875
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001338701256467457,
+    "max_slope": 0.0019704303715670154,
+    "height_range": 0.2433751776212079,
+    "mean_height": 0.11278328569204785,
+    "std_height": 0.08319535988272629
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.230168",
+  "correlation_length_x": 0.21508006414741862,
+  "correlation_length_y": 0.010872084185020923,
+  "orientation": 18.421953858982775,
+  "anisotropy_ratio": 19.782781340467032,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6734437270093331,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4932329065818579,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000505.json b/metadata/cylinder/sample_000505.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c82825b5c3dbd1230ebb6c05ef364f757628112
--- /dev/null
+++ b/metadata/cylinder/sample_000505.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 505,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3560453778390111,
+    "axis": "y",
+    "wrap_angle": 60.37496743374728
+  },
+  "rq_target": 0.0037249436259073135,
+  "rq_actual": 0.0037249436259073135,
+  "ra_actual": 0.003036591293241961,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    293,
+    144
+  ],
+  "physical_dimensions": [
+    0.1524842365949475,
+    0.07369381250677835
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001258244376521836,
+    "max_slope": 0.002275872838327503,
+    "height_range": 0.180044420543133,
+    "mean_height": 0.06252120940725778,
+    "std_height": 0.054796195961230094
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.760206",
+  "correlation_length": 0.04380041586449877,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7704747725389758,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30973721644393204,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000511.json b/metadata/cylinder/sample_000511.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9e2c97e5d62b1046e2c4db8f4044454c1d74472
--- /dev/null
+++ b/metadata/cylinder/sample_000511.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 511,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.47416769567596856,
+    "axis": "y",
+    "wrap_angle": 174.28756188388968
+  },
+  "rq_target": 0.0017233575669927468,
+  "rq_actual": 0.0017233575669927466,
+  "ra_actual": 0.0013982160981972362,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    327,
+    177
+  ],
+  "physical_dimensions": [
+    0.15124523461512326,
+    0.051029978783828665
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005347226848497481,
+    "max_slope": 0.00819484165660736,
+    "height_range": 0.9459806677375666,
+    "mean_height": 0.45873353065794226,
+    "std_height": 0.33040724026322293
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.435751",
+  "correlation_length_x": 0.16533846110663752,
+  "correlation_length_y": 0.018441115572167845,
+  "orientation": 79.16182978046217,
+  "anisotropy_ratio": 8.96575158154606,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8393211812349062,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42175536316195006,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000514.json b/metadata/cylinder/sample_000514.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d47b8568c2606bec9bd59779fd15f4f97c52e2a
--- /dev/null
+++ b/metadata/cylinder/sample_000514.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 514,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.10230810897244147,
+    "axis": "x",
+    "wrap_angle": 74.48397193921917
+  },
+  "rq_target": 0.0009081058554382882,
+  "rq_actual": 0.0009081058554382882,
+  "ra_actual": 0.0007414944669429149,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    271,
+    190
+  ],
+  "physical_dimensions": [
+    0.16825691568783444,
+    0.10146561655976923
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00039620941871898897,
+    "max_slope": 0.0006774027724850695,
+    "height_range": 0.07493987811529351,
+    "mean_height": 0.02653528341544963,
+    "std_height": 0.02293745241310436
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.812190",
+  "correlation_length_x": 0.013432551775950775,
+  "correlation_length_y": 0.0022618771318208696,
+  "orientation": 150.58699378316416,
+  "anisotropy_ratio": 5.938674381104523,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6732485075325093,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42891193587402093,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000521.json b/metadata/cylinder/sample_000521.json
new file mode 100644
index 0000000000000000000000000000000000000000..25ad4bd24c87dc5041e3015796abce370342791d
--- /dev/null
+++ b/metadata/cylinder/sample_000521.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 521,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4065877393497435,
+    "axis": "y",
+    "wrap_angle": 54.853445475858585
+  },
+  "rq_target": 0.0010487340150969059,
+  "rq_actual": 0.0010487340150969059,
+  "ra_actual": 0.0008399583218338084,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    329,
+    157
+  ],
+  "physical_dimensions": [
+    0.15050865304456526,
+    0.053124738588274205
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001105409011829197,
+    "max_slope": 0.0020358865350385003,
+    "height_range": 0.17252744328681988,
+    "mean_height": 0.05949816268275416,
+    "std_height": 0.05235344031807207
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.544152",
+  "correlation_length_x": 0.05629419551779048,
+  "correlation_length_y": 0.008405717785540829,
+  "orientation": 75.29509361309468,
+  "anisotropy_ratio": 6.697131280641548,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7556898392186637,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39829153212695956,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000541.json b/metadata/cylinder/sample_000541.json
new file mode 100644
index 0000000000000000000000000000000000000000..acc63c6574fb69b1a0a05d36f074d654a371bf61
--- /dev/null
+++ b/metadata/cylinder/sample_000541.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 541,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.054894905760983506,
+    "axis": "x",
+    "wrap_angle": 164.22964321437064
+  },
+  "rq_target": 0.0017195110273445214,
+  "rq_actual": 0.0017195110273445214,
+  "ra_actual": 0.001388204266564517,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    321,
+    134
+  ],
+  "physical_dimensions": [
+    0.19448325243098394,
+    0.053700753776641054
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008051997146339801,
+    "max_slope": 0.0011829717771307917,
+    "height_range": 0.10772349781800478,
+    "mean_height": 0.049721194861561,
+    "std_height": 0.036795805255112876
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.162447",
+  "correlation_length_x": 0.009338423039249024,
+  "correlation_length_y": 0.0035036026548975327,
+  "orientation": 110.42504211479083,
+  "anisotropy_ratio": 2.6653773156026275,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7296080125963536,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34482563305824365,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000551.json b/metadata/cylinder/sample_000551.json
new file mode 100644
index 0000000000000000000000000000000000000000..221e6c8703df6406c73cc6670a46a6436a4f06cc
--- /dev/null
+++ b/metadata/cylinder/sample_000551.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 551,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.26914016216407777,
+    "axis": "x",
+    "wrap_angle": 170.65443380682407
+  },
+  "rq_target": 0.003589419283531833,
+  "rq_actual": 0.003589419283531833,
+  "ra_actual": 0.0029455900016394,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    269,
+    163
+  ],
+  "physical_dimensions": [
+    0.16433668287311548,
+    0.03666073050048914
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003283159111266989,
+    "max_slope": 0.004947889925086574,
+    "height_range": 0.5347079957460085,
+    "mean_height": 0.2545459557921696,
+    "std_height": 0.18516291116963535
+  },
+  "generation_timestamp": "2025-11-08T03:31:43.667665",
+  "correlation_length_x": 0.01889541492982226,
+  "correlation_length_y": 0.002950394216588463,
+  "orientation": 56.062352132227886,
+  "anisotropy_ratio": 6.404369566474748,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6789218363388664,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4421482407360988,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000557.json b/metadata/cylinder/sample_000557.json
new file mode 100644
index 0000000000000000000000000000000000000000..11fbcd2f98934f2bd6c9e5e693690a75678728f3
--- /dev/null
+++ b/metadata/cylinder/sample_000557.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 557,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.37371043893600225,
+    "axis": "x",
+    "wrap_angle": 58.28971259713046
+  },
+  "rq_target": 0.0027281454865909914,
+  "rq_actual": 0.0027281454865909914,
+  "ra_actual": 0.0021884721399242388,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    297,
+    129
+  ],
+  "physical_dimensions": [
+    0.1641552055821858,
+    0.10254961485698919
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013840722747940452,
+    "max_slope": 0.0025206193953252465,
+    "height_range": 0.1772791118544534,
+    "mean_height": 0.061424051293651784,
+    "std_height": 0.05394817165558148
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.293626",
+  "correlation_length_x": 0.015941493340448698,
+  "correlation_length_y": 0.005115470194083322,
+  "orientation": 9.47450861243862,
+  "anisotropy_ratio": 3.1163300216052514,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.709577868780404,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42985178084945885,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000563.json b/metadata/cylinder/sample_000563.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1e35c49d405673b82d3b464ef961769f3fb74e2
--- /dev/null
+++ b/metadata/cylinder/sample_000563.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 563,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.48056131125773416,
+    "axis": "x",
+    "wrap_angle": 134.2584563257175
+  },
+  "rq_target": 0.0006853909316698651,
+  "rq_actual": 0.000685390931669865,
+  "ra_actual": 0.0005640675253932425,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    394,
+    139
+  ],
+  "physical_dimensions": [
+    0.19042144489349694,
+    0.12278075163536031
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0058915393155202335,
+    "max_slope": 0.008159296552015166,
+    "height_range": 0.8159432106830913,
+    "mean_height": 0.3342190082483021,
+    "std_height": 0.2645887017176126
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.092829",
+  "correlation_length_x": 0.08898087999861883,
+  "correlation_length_y": 0.016939439358790328,
+  "orientation": 101.66408145652558,
+  "anisotropy_ratio": 5.252882230275483,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7593295384086859,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45957207838721303,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000568.json b/metadata/cylinder/sample_000568.json
new file mode 100644
index 0000000000000000000000000000000000000000..dee496c5fcbbbfeba8d1add3323d76949bd05761
--- /dev/null
+++ b/metadata/cylinder/sample_000568.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 568,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3841509485486718,
+    "axis": "x",
+    "wrap_angle": 48.68592851215996
+  },
+  "rq_target": 0.004955147792211361,
+  "rq_actual": 0.004955147792211361,
+  "ra_actual": 0.004088306706950355,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    276,
+    146
+  ],
+  "physical_dimensions": [
+    0.16875684138687275,
+    0.036178547750804715
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008999066365251118,
+    "max_slope": 0.001686518980413304,
+    "height_range": 0.13053981132346681,
+    "mean_height": 0.044730840750949484,
+    "std_height": 0.03953820586500956
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.690485",
+  "correlation_length": 0.017936112549257283,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7684670458820054,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4924116750716021,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000600.json b/metadata/cylinder/sample_000600.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f086ebe3b2dd18bcda1e2a302078a3a67417c49
--- /dev/null
+++ b/metadata/cylinder/sample_000600.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 600,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2007936320887861,
+    "axis": "x",
+    "wrap_angle": 52.5811254622496
+  },
+  "rq_target": 0.001985640489966271,
+  "rq_actual": 0.001985640489966271,
+  "ra_actual": 0.0016170487607950214,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    207,
+    197
+  ],
+  "physical_dimensions": [
+    0.1557946645493101,
+    0.07449753588008601
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004018155566779745,
+    "max_slope": 0.0007453474204857508,
+    "height_range": 0.07878389045163949,
+    "mean_height": 0.027084463060943937,
+    "std_height": 0.023854036752327713
+  },
+  "generation_timestamp": "2025-11-08T03:37:44.952846",
+  "correlation_length": 0.02673952083294924,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7969248802891541,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42731533934405125,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000615.json b/metadata/cylinder/sample_000615.json
new file mode 100644
index 0000000000000000000000000000000000000000..67383931e7164a05f40355045b000f211e06c1b7
--- /dev/null
+++ b/metadata/cylinder/sample_000615.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 615,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.08850618177974098,
+    "axis": "x",
+    "wrap_angle": 67.70169268833622
+  },
+  "rq_target": 0.0010581147582537683,
+  "rq_actual": 0.0010581147582537683,
+  "ra_actual": 0.0008563165617512267,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    226,
+    111
+  ],
+  "physical_dimensions": [
+    0.16232039064694798,
+    0.034367680573541226
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000498790805145872,
+    "max_slope": 0.000877682141332714,
+    "height_range": 0.054924385141552685,
+    "mean_height": 0.019279809481196324,
+    "std_height": 0.01680972960203596
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.617365",
+  "correlation_length": 0.04055752524028256,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.774778814407372,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38912117839455984,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000618.json b/metadata/cylinder/sample_000618.json
new file mode 100644
index 0000000000000000000000000000000000000000..6de07a9d22ddff25f02cdbf2891823a8d13be7d3
--- /dev/null
+++ b/metadata/cylinder/sample_000618.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 618,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.43166305036525254,
+    "axis": "x",
+    "wrap_angle": 106.71582898217727
+  },
+  "rq_target": 0.002158434274400912,
+  "rq_actual": 0.002158434274400912,
+  "ra_actual": 0.0017717293736910682,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    235,
+    158
+  ],
+  "physical_dimensions": [
+    0.15889042050511892,
+    0.03676568383309443
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0035334934796402927,
+    "max_slope": 0.005120780559640908,
+    "height_range": 0.5558201889459055,
+    "mean_height": 0.21013074177342841,
+    "std_height": 0.174491247033677
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.949310",
+  "correlation_length_x": 0.041162167556377555,
+  "correlation_length_y": 0.010013470478272408,
+  "orientation": 45.0,
+  "anisotropy_ratio": 4.110679473784112,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7947770926301151,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3406825008446256,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000646.json b/metadata/cylinder/sample_000646.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a40b83576b74274cc13328a91168d903af83489
--- /dev/null
+++ b/metadata/cylinder/sample_000646.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 646,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.19108776498253688,
+    "axis": "y",
+    "wrap_angle": 120.11838852421542
+  },
+  "rq_target": 0.001296581618086748,
+  "rq_actual": 0.001296581618086748,
+  "ra_actual": 0.001062265374015755,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    238,
+    160
+  ],
+  "physical_dimensions": [
+    0.19564551448894132,
+    0.05468664996182078
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0018004719818372605,
+    "max_slope": 0.002519471064414816,
+    "height_range": 0.28697338372604825,
+    "mean_height": 0.11244221332712437,
+    "std_height": 0.09134995050803735
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.949667",
+  "correlation_length": 0.03924851197888127,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7633392449407019,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32801418550943134,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000656.json b/metadata/cylinder/sample_000656.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfd577a59dcb7c0300aebe6c31ccf85b170232e2
--- /dev/null
+++ b/metadata/cylinder/sample_000656.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 656,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.32738425624379797,
+    "axis": "y",
+    "wrap_angle": 120.02391253984106
+  },
+  "rq_target": 0.002885152870303448,
+  "rq_actual": 0.002885152870303448,
+  "ra_actual": 0.0023571762503847298,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    358,
+    110
+  ],
+  "physical_dimensions": [
+    0.19325371375881237,
+    0.07751183183278519
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004490578799438219,
+    "max_slope": 0.006291352486387708,
+    "height_range": 0.4911946991883848,
+    "mean_height": 0.19256227593328518,
+    "std_height": 0.15669881690879078
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.756567",
+  "correlation_length": 0.048010649711668664,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7520463500999642,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35021215589190563,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000671.json b/metadata/cylinder/sample_000671.json
new file mode 100644
index 0000000000000000000000000000000000000000..9748ba591cee88549b0c13d13e274eef21558b9c
--- /dev/null
+++ b/metadata/cylinder/sample_000671.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 671,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.16332611214186726,
+    "axis": "x",
+    "wrap_angle": 118.32650055314943
+  },
+  "rq_target": 0.003066937347499312,
+  "rq_actual": 0.003066937347499312,
+  "ra_actual": 0.0024771411065054945,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    215,
+    168
+  ],
+  "physical_dimensions": [
+    0.18291062790628185,
+    0.0394316201769371
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001438819866552077,
+    "max_slope": 0.002019702749396307,
+    "height_range": 0.24082360078951845,
+    "mean_height": 0.09387038800614368,
+    "std_height": 0.07648637078467029
+  },
+  "generation_timestamp": "2025-11-08T03:43:53.628503",
+  "correlation_length": 0.012303192423071537,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8231617108890508,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3487584659868893,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000693.json b/metadata/cylinder/sample_000693.json
new file mode 100644
index 0000000000000000000000000000000000000000..604f90bc2aa61c5abba49b68147ee4ae03aed58b
--- /dev/null
+++ b/metadata/cylinder/sample_000693.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 693,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.29282104091527844,
+    "axis": "y",
+    "wrap_angle": 118.2561961195975
+  },
+  "rq_target": 0.00225867576898329,
+  "rq_actual": 0.00225867576898329,
+  "ra_actual": 0.0018274816925247573,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    206,
+    194
+  ],
+  "physical_dimensions": [
+    0.1676022994894072,
+    0.07136768372495424
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002231125548428955,
+    "max_slope": 0.0031313934191817827,
+    "height_range": 0.43144689242192935,
+    "mean_height": 0.16810126873665537,
+    "std_height": 0.1369294995362915
+  },
+  "generation_timestamp": "2025-11-08T03:46:49.007318",
+  "correlation_length": 0.015413033478563624,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7148228799578953,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35254069944090966,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000699.json b/metadata/cylinder/sample_000699.json
new file mode 100644
index 0000000000000000000000000000000000000000..86a31f4dfa36fab772259c144fe9d2c2423bc285
--- /dev/null
+++ b/metadata/cylinder/sample_000699.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 699,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.12572501885021178,
+    "axis": "y",
+    "wrap_angle": 123.86631799355426
+  },
+  "rq_target": 0.004457200490388842,
+  "rq_actual": 0.004457200490388842,
+  "ra_actual": 0.0036959881246779796,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    365,
+    172
+  ],
+  "physical_dimensions": [
+    0.1746682819318313,
+    0.05485829489894617
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011421737646221935,
+    "max_slope": 0.0015894340427032652,
+    "height_range": 0.19578617574094065,
+    "mean_height": 0.07755571950244512,
+    "std_height": 0.06257567477208127
+  },
+  "generation_timestamp": "2025-11-08T03:46:49.799124",
+  "correlation_length": 0.06274179181888849,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6757134468260662,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4456835428704614,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000700.json b/metadata/cylinder/sample_000700.json
new file mode 100644
index 0000000000000000000000000000000000000000..c408458a6f78d526df20af580b32640abdcf237d
--- /dev/null
+++ b/metadata/cylinder/sample_000700.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 700,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.07940822591501076,
+    "axis": "x",
+    "wrap_angle": 65.1940038615924
+  },
+  "rq_target": 0.00428128189412794,
+  "rq_actual": 0.00428128189412794,
+  "ra_actual": 0.003433071014886089,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    258,
+    122
+  ],
+  "physical_dimensions": [
+    0.15774494743908024,
+    0.04689119876347738
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003805956365034805,
+    "max_slope": 0.0006763512828052917,
+    "height_range": 0.04609273650890876,
+    "mean_height": 0.01611708955094539,
+    "std_height": 0.014077746883956048
+  },
+  "generation_timestamp": "2025-11-08T03:49:39.944874",
+  "correlation_length": 0.02604796785525413,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7687994282816939,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4712966345646727,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000703.json b/metadata/cylinder/sample_000703.json
new file mode 100644
index 0000000000000000000000000000000000000000..081935c1abecb5d0f063d81c0f24d9b17698f012
--- /dev/null
+++ b/metadata/cylinder/sample_000703.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 703,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.16538947569267445,
+    "axis": "x",
+    "wrap_angle": 152.77913324959093
+  },
+  "rq_target": 0.00352113348868933,
+  "rq_actual": 0.0035211334886893304,
+  "ra_actual": 0.0028439907280509258,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    294,
+    103
+  ],
+  "physical_dimensions": [
+    0.15530567853881885,
+    0.07881731107886317
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0030437298342534517,
+    "max_slope": 0.004323132270921029,
+    "height_range": 0.3124620408567206,
+    "mean_height": 0.13720604310261642,
+    "std_height": 0.10450799917864925
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.329955",
+  "correlation_length_x": 0.01685314352430046,
+  "correlation_length_y": 0.013829019482394359,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.2186795705766484,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6778802411330223,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3531718856100986,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000708.json b/metadata/cylinder/sample_000708.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dcfa41cee38a47b274a1585f8147b09182ed77f
--- /dev/null
+++ b/metadata/cylinder/sample_000708.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 708,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.09495479621564586,
+    "axis": "x",
+    "wrap_angle": 150.56578476717237
+  },
+  "rq_target": 0.0009261879120589445,
+  "rq_actual": 0.0009261879120589445,
+  "ra_actual": 0.000752734519813203,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    322,
+    102
+  ],
+  "physical_dimensions": [
+    0.1794495397861295,
+    0.07504448228061701
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017479404165435127,
+    "max_slope": 0.0024701869157960563,
+    "height_range": 0.17765287515061345,
+    "mean_height": 0.07731279644538903,
+    "std_height": 0.05919137198245993
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.928280",
+  "correlation_length": 0.0431038890203592,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8060852485351606,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.443015921940332,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000710.json b/metadata/cylinder/sample_000710.json
new file mode 100644
index 0000000000000000000000000000000000000000..05825df2e4f945740d0e441ac62142e7dbf8de37
--- /dev/null
+++ b/metadata/cylinder/sample_000710.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 710,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3496938536215664,
+    "axis": "y",
+    "wrap_angle": 159.0196647023214
+  },
+  "rq_target": 0.0037828048052096675,
+  "rq_actual": 0.003782804805209667,
+  "ra_actual": 0.003114284534297875,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    231,
+    184
+  ],
+  "physical_dimensions": [
+    0.1549855794880486,
+    0.03724900794377527
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0036803939544964768,
+    "max_slope": 0.005303215993446325,
+    "height_range": 0.6762041826341937,
+    "mean_height": 0.30476402359969074,
+    "std_height": 0.22823142563592563
+  },
+  "generation_timestamp": "2025-11-08T03:49:41.180814",
+  "correlation_length_x": 0.01905225957259802,
+  "correlation_length_y": 0.005639729494735103,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.3782222339535983,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6870730626646859,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48781214243550264,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000720.json b/metadata/cylinder/sample_000720.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4a9fdae075ed4c1c8af5554d854cebdc9038d61
--- /dev/null
+++ b/metadata/cylinder/sample_000720.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 720,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.37344612745304,
+    "axis": "x",
+    "wrap_angle": 153.85905774504567
+  },
+  "rq_target": 0.0014145756075532707,
+  "rq_actual": 0.0014145756075532704,
+  "ra_actual": 0.0011673440912704706,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    371,
+    161
+  ],
+  "physical_dimensions": [
+    0.1740792088215033,
+    0.036386337215777
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004410708803743158,
+    "max_slope": 0.006267261990134082,
+    "height_range": 0.7086935619167655,
+    "mean_height": 0.31243876017584854,
+    "std_height": 0.23696512039770604
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.566333",
+  "correlation_length": 0.038278385897983144,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8032374658151471,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4855535800839996,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000725.json b/metadata/cylinder/sample_000725.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f77aca87a8d370fbbeee4c5aef810a462929a6d
--- /dev/null
+++ b/metadata/cylinder/sample_000725.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 725,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.1117061212727764,
+    "axis": "y",
+    "wrap_angle": 157.3210691797326
+  },
+  "rq_target": 0.0008694509239380876,
+  "rq_actual": 0.0008694509239380875,
+  "ra_actual": 0.0007132397502166548,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    292,
+    163
+  ],
+  "physical_dimensions": [
+    0.15903574496691691,
+    0.035767299222428474
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013199725615282586,
+    "max_slope": 0.0018932104850746118,
+    "height_range": 0.21477511798552348,
+    "mean_height": 0.0960902295286011,
+    "std_height": 0.07228087693318223
+  },
+  "generation_timestamp": "2025-11-08T03:52:45.666996",
+  "correlation_length": 0.03166537479585482,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7653888900145179,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34508477269020005,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000732.json b/metadata/cylinder/sample_000732.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5fc51ffbbef5ed59c7cfecce2a8997ec2dd8c39
--- /dev/null
+++ b/metadata/cylinder/sample_000732.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 732,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2608540247237658,
+    "axis": "y",
+    "wrap_angle": 68.86147620679779
+  },
+  "rq_target": 0.0014258784214213032,
+  "rq_actual": 0.0014258784214213032,
+  "ra_actual": 0.0011347768737050904,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    220,
+    169
+  ],
+  "physical_dimensions": [
+    0.16291550459680565,
+    0.04255679394250889
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009920485571876252,
+    "max_slope": 0.001738138706833675,
+    "height_range": 0.16678379928629405,
+    "mean_height": 0.05856511689188074,
+    "std_height": 0.050921117374297414
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.632778",
+  "correlation_length_x": 0.04302226018916638,
+  "correlation_length_y": 0.009774378225415012,
+  "orientation": 45.0,
+  "anisotropy_ratio": 4.401534214964317,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6650170858006527,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48497145742775843,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000737.json b/metadata/cylinder/sample_000737.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d95ffe3e506cc71d9131e2b9ff32713fd1539ee
--- /dev/null
+++ b/metadata/cylinder/sample_000737.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 737,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2401079178064081,
+    "axis": "y",
+    "wrap_angle": 168.59888965753407
+  },
+  "rq_target": 0.0014583617005489056,
+  "rq_actual": 0.0014583617005489056,
+  "ra_actual": 0.001194925661582086,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    332,
+    142
+  ],
+  "physical_dimensions": [
+    0.1997727288681661,
+    0.04583942975109051
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0033522878549757705,
+    "max_slope": 0.005010501061916667,
+    "height_range": 0.47547786867026476,
+    "mean_height": 0.22407560234335985,
+    "std_height": 0.16394921113773586
+  },
+  "generation_timestamp": "2025-11-08T03:52:47.097312",
+  "correlation_length": 0.02387607767524629,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7153945905221749,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38858011585525154,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000739.json b/metadata/cylinder/sample_000739.json
new file mode 100644
index 0000000000000000000000000000000000000000..33bf79138e755f221f75449e03755c1e527bb9a1
--- /dev/null
+++ b/metadata/cylinder/sample_000739.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 739,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.0840630848813243,
+    "axis": "y",
+    "wrap_angle": 63.04446452703556
+  },
+  "rq_target": 0.003897421487299206,
+  "rq_actual": 0.003897421487299206,
+  "ra_actual": 0.00318113893483158,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    362,
+    160
+  ],
+  "physical_dimensions": [
+    0.1951099170081822,
+    0.06920495732067872
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002888575071786255,
+    "max_slope": 0.0005176266405346255,
+    "height_range": 0.04595738136486722,
+    "mean_height": 0.01600933245627366,
+    "std_height": 0.013994792254350593
+  },
+  "generation_timestamp": "2025-11-08T03:52:47.417216",
+  "correlation_length_x": 0.008679078652107349,
+  "correlation_length_y": 0.0223163580896844,
+  "orientation": 0.0,
+  "anisotropy_ratio": 0.3889110677122178,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7899186298435864,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4840999302448189,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000745.json b/metadata/cylinder/sample_000745.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b3bc60fa868226b40adbd6cf4ca042472b3b94b
--- /dev/null
+++ b/metadata/cylinder/sample_000745.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 745,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3212881607585724,
+    "axis": "x",
+    "wrap_angle": 103.76610553502073
+  },
+  "rq_target": 0.0039826507914525406,
+  "rq_actual": 0.00398265079145254,
+  "ra_actual": 0.003266706031600433,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    301,
+    115
+  ],
+  "physical_dimensions": [
+    0.17374161479305364,
+    0.037375756355437106
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003480393906709364,
+    "max_slope": 0.0051039175295212735,
+    "height_range": 0.39774154513003207,
+    "mean_height": 0.14941809421740457,
+    "std_height": 0.124780667764436
+  },
+  "generation_timestamp": "2025-11-08T03:52:48.103100",
+  "correlation_length_x": 0.08314676960583131,
+  "correlation_length_y": 0.007934558657525913,
+  "orientation": 177.16983441918495,
+  "anisotropy_ratio": 10.479066725024051,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.779952603864851,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3383537641716741,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000764.json b/metadata/cylinder/sample_000764.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a27daa064c2ecf60533b0dc478de6be2e430a89
--- /dev/null
+++ b/metadata/cylinder/sample_000764.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 764,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4390441129666952,
+    "axis": "y",
+    "wrap_angle": 91.90897802401764
+  },
+  "rq_target": 0.00145955797382791,
+  "rq_actual": 0.00145955797382791,
+  "ra_actual": 0.001175729024033077,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    282,
+    173
+  ],
+  "physical_dimensions": [
+    0.17813012121224453,
+    0.11013610659325064
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0026342512886471906,
+    "max_slope": 0.004094541415294306,
+    "height_range": 0.4536694573415332,
+    "mean_height": 0.1658537617722053,
+    "std_height": 0.1405659226023534
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.549988",
+  "correlation_length": 0.028418509865335756,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6871669936607162,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3362387471274333,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000776.json b/metadata/cylinder/sample_000776.json
new file mode 100644
index 0000000000000000000000000000000000000000..2802962b82331cc8fa429bc68816d96b88e06d6b
--- /dev/null
+++ b/metadata/cylinder/sample_000776.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 776,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4013506662139793,
+    "axis": "y",
+    "wrap_angle": 164.05592950638004
+  },
+  "rq_target": 0.0013618984804646683,
+  "rq_actual": 0.0013618984804646683,
+  "ra_actual": 0.0010919356194411295,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    306,
+    187
+  ],
+  "physical_dimensions": [
+    0.15523685668325118,
+    0.06742451921521735
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0042147417588131765,
+    "max_slope": 0.006178216375760076,
+    "height_range": 0.7872614936795342,
+    "mean_height": 0.3630115373830496,
+    "std_height": 0.268477470102975
+  },
+  "generation_timestamp": "2025-11-08T03:59:21.906645",
+  "correlation_length": 0.05842022873347292,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.728180833310763,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35005395109430476,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000779.json b/metadata/cylinder/sample_000779.json
new file mode 100644
index 0000000000000000000000000000000000000000..49a8973c4ac0b5f86097f30b78ec6cacd29586fb
--- /dev/null
+++ b/metadata/cylinder/sample_000779.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 779,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.25005095376325853,
+    "axis": "x",
+    "wrap_angle": 109.01245774571969
+  },
+  "rq_target": 0.0042553277934056655,
+  "rq_actual": 0.0042553277934056655,
+  "ra_actual": 0.0034725579010297333,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    278,
+    176
+  ],
+  "physical_dimensions": [
+    0.1632199587673547,
+    0.04359487982762888
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001890942612295086,
+    "max_slope": 0.002718501160921774,
+    "height_range": 0.3315109855647194,
+    "mean_height": 0.1260245883487139,
+    "std_height": 0.10424544363069149
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.334487",
+  "correlation_length_x": 0.02199040883849672,
+  "correlation_length_y": 0.019187494534796228,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.1460802659053504,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8051890673531388,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43676004909936506,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000783.json b/metadata/cylinder/sample_000783.json
new file mode 100644
index 0000000000000000000000000000000000000000..e4b93b54d7801b47e8b42b4d5615a20a3cd1b8fd
--- /dev/null
+++ b/metadata/cylinder/sample_000783.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 783,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.08513570076498744,
+    "axis": "y",
+    "wrap_angle": 107.14426509452673
+  },
+  "rq_target": 0.002678212558551915,
+  "rq_actual": 0.0026782125585519154,
+  "ra_actual": 0.0021579602839030994,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    253,
+    190
+  ],
+  "physical_dimensions": [
+    0.15105901712154626,
+    0.05574265163049124
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005823002271220069,
+    "max_slope": 0.0008423408778300903,
+    "height_range": 0.11023188821303394,
+    "mean_height": 0.041703350661601545,
+    "std_height": 0.03458807348307068
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.802916",
+  "correlation_length_x": 0.016801257774898295,
+  "correlation_length_y": 0.01687195717254885,
+  "orientation": 60.0,
+  "anisotropy_ratio": 0.9958096504793418,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8297584001358838,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4079081338358427,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000786.json b/metadata/cylinder/sample_000786.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ef1c8430eeca00cb17beeb48d003c50e6190fa9
--- /dev/null
+++ b/metadata/cylinder/sample_000786.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 786,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.16728470546308996,
+    "axis": "y",
+    "wrap_angle": 150.20059814161584
+  },
+  "rq_target": 0.002352179042324433,
+  "rq_actual": 0.002352179042324433,
+  "ra_actual": 0.0018769722867866068,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    247,
+    188
+  ],
+  "physical_dimensions": [
+    0.1532490972095554,
+    0.04326783358902979
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001665146343076914,
+    "max_slope": 0.002345034988830874,
+    "height_range": 0.3124494616361817,
+    "mean_height": 0.13568239841311885,
+    "std_height": 0.10373059873695864
+  },
+  "generation_timestamp": "2025-11-08T03:59:23.105430",
+  "correlation_length": 0.005490906920684388,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7611084265673663,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4723875756422771,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000796.json b/metadata/cylinder/sample_000796.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d732dc4c48e87291c5373b0f1d9b18d25850004
--- /dev/null
+++ b/metadata/cylinder/sample_000796.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 796,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.36023355067513657,
+    "axis": "y",
+    "wrap_angle": 154.71800023370872
+  },
+  "rq_target": 0.0025693425876294152,
+  "rq_actual": 0.0025693425876294152,
+  "ra_actual": 0.002083969624240343,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    355,
+    185
+  ],
+  "physical_dimensions": [
+    0.17771844041200213,
+    0.03731688190777985
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003714208464483372,
+    "max_slope": 0.005286508134430545,
+    "height_range": 0.6859627665897183,
+    "mean_height": 0.30347630081848165,
+    "std_height": 0.22961143956666633
+  },
+  "generation_timestamp": "2025-11-08T03:59:24.439021",
+  "correlation_length": 0.0126078637026079,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.655493422292756,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4434943392666197,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000798.json b/metadata/cylinder/sample_000798.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e2e884436bf2ff14ee34f34b55d33672d7a8093
--- /dev/null
+++ b/metadata/cylinder/sample_000798.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 798,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.425221225895052,
+    "axis": "x",
+    "wrap_angle": 135.14755079233623
+  },
+  "rq_target": 0.003026005197959758,
+  "rq_actual": 0.0030260051979597584,
+  "ra_actual": 0.002485820960498338,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    265,
+    106
+  ],
+  "physical_dimensions": [
+    0.16824095885491655,
+    0.04271942301401182
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00688803126493938,
+    "max_slope": 0.009551553546565922,
+    "height_range": 0.7266713574467238,
+    "mean_height": 0.29869897468818035,
+    "std_height": 0.23632102191063528
+  },
+  "generation_timestamp": "2025-11-08T03:59:24.586767",
+  "correlation_length_x": 0.01723109998720873,
+  "correlation_length_y": 0.004667641540953355,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.691607385876791,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6608068351503174,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46548030079610886,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000801.json b/metadata/cylinder/sample_000801.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9c87ee37e93b75ef5b023865e9b0c88e8408861
--- /dev/null
+++ b/metadata/cylinder/sample_000801.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 801,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2719359807086387,
+    "axis": "y",
+    "wrap_angle": 141.97409415253946
+  },
+  "rq_target": 0.0021801538630381707,
+  "rq_actual": 0.002180153863038171,
+  "ra_actual": 0.0017932796286957286,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    242,
+    110
+  ],
+  "physical_dimensions": [
+    0.17269994172476308,
+    0.08491129125007436
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004437413470577004,
+    "max_slope": 0.006181419022797008,
+    "height_range": 0.48614873799965064,
+    "mean_height": 0.20468691472187953,
+    "std_height": 0.15964634410672482
+  },
+  "generation_timestamp": "2025-11-08T04:02:33.890060",
+  "correlation_length": 0.011563340013798221,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7965680541466615,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3698863609294563,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000805.json b/metadata/cylinder/sample_000805.json
new file mode 100644
index 0000000000000000000000000000000000000000..af092a6228fc359055741ee7945fe51e26448d31
--- /dev/null
+++ b/metadata/cylinder/sample_000805.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 805,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.35500382073939857,
+    "axis": "x",
+    "wrap_angle": 123.74631459002697
+  },
+  "rq_target": 0.0025497965714662094,
+  "rq_actual": 0.0025497965714662094,
+  "ra_actual": 0.0021191912677695885,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    353,
+    106
+  ],
+  "physical_dimensions": [
+    0.18539084475269618,
+    0.045466180768507135
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005238759340223853,
+    "max_slope": 0.007301472315192986,
+    "height_range": 0.5522143893443208,
+    "mean_height": 0.21887887605760736,
+    "std_height": 0.17697309002742
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.253547",
+  "correlation_length_x": 0.047178241279475994,
+  "correlation_length_y": 0.0036944524885504,
+  "orientation": 30.0,
+  "anisotropy_ratio": 12.770022466302555,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7810298502802019,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41407041051095805,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000809.json b/metadata/cylinder/sample_000809.json
new file mode 100644
index 0000000000000000000000000000000000000000..2077cccdeac4eb8a761928cf51b8102c699fc9b3
--- /dev/null
+++ b/metadata/cylinder/sample_000809.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 809,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.28679387806653284,
+    "axis": "x",
+    "wrap_angle": 144.54665189981512
+  },
+  "rq_target": 0.0032113011978569224,
+  "rq_actual": 0.0032113011978569224,
+  "ra_actual": 0.002639742777177382,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    295,
+    150
+  ],
+  "physical_dimensions": [
+    0.17027705232610899,
+    0.08979279373375657
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0034790552409967473,
+    "max_slope": 0.004855623991950525,
+    "height_range": 0.5204127507702867,
+    "mean_height": 0.22111878997762605,
+    "std_height": 0.17130048391255542
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.799459",
+  "correlation_length": 0.007592784681127244,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.834378928403607,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3986104777176761,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000824.json b/metadata/cylinder/sample_000824.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1ba0a821d59cd674d5e43348b7219d56bbce9c8
--- /dev/null
+++ b/metadata/cylinder/sample_000824.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 824,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.41451397259823536,
+    "axis": "x",
+    "wrap_angle": 143.426194565117
+  },
+  "rq_target": 0.0034677357111783692,
+  "rq_actual": 0.0034677357111783692,
+  "ra_actual": 0.0028511344294174165,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    312,
+    113
+  ],
+  "physical_dimensions": [
+    0.16371435001324172,
+    0.048423524871365226
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006639462738603619,
+    "max_slope": 0.009263654064379567,
+    "height_range": 0.7474059881613032,
+    "mean_height": 0.31636213835333343,
+    "std_height": 0.24595251727343073
+  },
+  "generation_timestamp": "2025-11-08T04:02:36.515053",
+  "correlation_length": 0.05804106192134704,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8345069928208224,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41260228773607255,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000826.json b/metadata/cylinder/sample_000826.json
new file mode 100644
index 0000000000000000000000000000000000000000..53f61fb68de633d4029f1c6e9fbba6bbb535adb8
--- /dev/null
+++ b/metadata/cylinder/sample_000826.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 826,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.40750196366744357,
+    "axis": "x",
+    "wrap_angle": 84.96000007442747
+  },
+  "rq_target": 0.0013615049764417702,
+  "rq_actual": 0.00136150497644177,
+  "ra_actual": 0.0011090808353172586,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    267,
+    191
+  ],
+  "physical_dimensions": [
+    0.16260939784036954,
+    0.059954553322961054
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001954408766339768,
+    "max_slope": 0.0031668804974813725,
+    "height_range": 0.37170242908978135,
+    "mean_height": 0.13402530191460466,
+    "std_height": 0.11452998651124771
+  },
+  "generation_timestamp": "2025-11-08T04:05:23.713023",
+  "correlation_length": 0.05867735057726544,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6741725173783012,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33086724618083374,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000837.json b/metadata/cylinder/sample_000837.json
new file mode 100644
index 0000000000000000000000000000000000000000..df9e303df2b03e48ff42242fc415e04659e2339e
--- /dev/null
+++ b/metadata/cylinder/sample_000837.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 837,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.19873277371870618,
+    "axis": "y",
+    "wrap_angle": 110.91808216220454
+  },
+  "rq_target": 0.002476634353831295,
+  "rq_actual": 0.002476634353831295,
+  "ra_actual": 0.002003236325967374,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    214,
+    119
+  ],
+  "physical_dimensions": [
+    0.15008054747082852,
+    0.054212435007198766
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0022792245034380727,
+    "max_slope": 0.003260197900871925,
+    "height_range": 0.26968689439651344,
+    "mean_height": 0.10311249812242095,
+    "std_height": 0.08515997701892072
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.138480",
+  "correlation_length_x": 0.04443416680028622,
+  "correlation_length_y": 0.0094872867305298,
+  "orientation": 90.0,
+  "anisotropy_ratio": 4.683548422469243,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7915568522227505,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4814421142979,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000839.json b/metadata/cylinder/sample_000839.json
new file mode 100644
index 0000000000000000000000000000000000000000..40f410d5d6839583a16f15e9972632f1245de3b5
--- /dev/null
+++ b/metadata/cylinder/sample_000839.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 839,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.26024387761411816,
+    "axis": "y",
+    "wrap_angle": 138.90850923057485
+  },
+  "rq_target": 0.0016740399532056852,
+  "rq_actual": 0.0016740399532056854,
+  "ra_actual": 0.0013833947613933401,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    229,
+    149
+  ],
+  "physical_dimensions": [
+    0.1787283172025383,
+    0.04813679695415376
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0030725576063017003,
+    "max_slope": 0.004262897607599986,
+    "height_range": 0.4563795421680788,
+    "mean_height": 0.18995111431848608,
+    "std_height": 0.14892802259010068
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.324532",
+  "correlation_length_x": 0.19283235671800059,
+  "correlation_length_y": 0.011419993101196318,
+  "orientation": 159.70960590611776,
+  "anisotropy_ratio": 16.885505534832603,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.650848326570359,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4552864994889182,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000842.json b/metadata/cylinder/sample_000842.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f2d978b6f7c5f5c4d06b0c892e6bf050dc44b34
--- /dev/null
+++ b/metadata/cylinder/sample_000842.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 842,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.06775500030141571,
+    "axis": "x",
+    "wrap_angle": 69.45597570060384
+  },
+  "rq_target": 0.002001244360336523,
+  "rq_actual": 0.002001244360336523,
+  "ra_actual": 0.001661996597690571,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    268,
+    172
+  ],
+  "physical_dimensions": [
+    0.17080769273485155,
+    0.0804510434442526
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00025699639592567685,
+    "max_slope": 0.0004491733885420776,
+    "height_range": 0.043977942146783564,
+    "mean_height": 0.015455432206829961,
+    "std_height": 0.013429911038442058
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.743220",
+  "correlation_length": 0.02271611986163538,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8021572093508522,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3553965856653864,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000846.json b/metadata/cylinder/sample_000846.json
new file mode 100644
index 0000000000000000000000000000000000000000..809858911c36420fb7e9b274764d55988fd0796e
--- /dev/null
+++ b/metadata/cylinder/sample_000846.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 846,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.08197443315182545,
+    "axis": "x",
+    "wrap_angle": 57.09273493713547
+  },
+  "rq_target": 0.003250096515488934,
+  "rq_actual": 0.003250096515488934,
+  "ra_actual": 0.0026474618768228633,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    291,
+    114
+  ],
+  "physical_dimensions": [
+    0.16961862698096228,
+    0.09429942683341812
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00033108293165448854,
+    "max_slope": 0.000605144020951208,
+    "height_range": 0.03743928861340373,
+    "mean_height": 0.012959382964148265,
+    "std_height": 0.011399042702952267
+  },
+  "generation_timestamp": "2025-11-08T04:05:26.232675",
+  "correlation_length": 0.02110578647407909,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8497012575623888,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4540713516197234,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000853.json b/metadata/cylinder/sample_000853.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c8ff9d7a9fbb7df259268d481e14e1b9287bcb3
--- /dev/null
+++ b/metadata/cylinder/sample_000853.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 853,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2516651134402419,
+    "axis": "y",
+    "wrap_angle": 99.71575451499675
+  },
+  "rq_target": 0.0037329225109398274,
+  "rq_actual": 0.003732922510939827,
+  "ra_actual": 0.0030764102238499467,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    223,
+    120
+  ],
+  "physical_dimensions": [
+    0.16791530964590237,
+    0.03616378161872254
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0024663815270960974,
+    "max_slope": 0.0036803921121420224,
+    "height_range": 0.29413622123255273,
+    "mean_height": 0.10945327246946587,
+    "std_height": 0.09192222713481327
+  },
+  "generation_timestamp": "2025-11-08T04:08:20.773176",
+  "correlation_length": 0.03773732137117047,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8209237792493332,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34717093163816,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000862.json b/metadata/cylinder/sample_000862.json
new file mode 100644
index 0000000000000000000000000000000000000000..30d4837fb0db1cd939c6570d6d916a8606c34a34
--- /dev/null
+++ b/metadata/cylinder/sample_000862.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 862,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.47463459101470984,
+    "axis": "y",
+    "wrap_angle": 130.2309843348462
+  },
+  "rq_target": 0.0015611449052378647,
+  "rq_actual": 0.0015611449052378647,
+  "ra_actual": 0.001275114095658585,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    277,
+    102
+  ],
+  "physical_dimensions": [
+    0.17927551050021953,
+    0.05374987739965015
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.007699637771887661,
+    "max_slope": 0.010680426690989814,
+    "height_range": 0.7811871370908893,
+    "mean_height": 0.3159589152475868,
+    "std_height": 0.25244766423232706
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.799218",
+  "correlation_length_x": 0.1447641392782913,
+  "correlation_length_y": 0.013326103445021184,
+  "orientation": 111.82771381317552,
+  "anisotropy_ratio": 10.863200925577175,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8390536333658721,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42923275547334866,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000872.json b/metadata/cylinder/sample_000872.json
new file mode 100644
index 0000000000000000000000000000000000000000..4eca5e698bcc4ab75a3b55015eda57f117b71d2f
--- /dev/null
+++ b/metadata/cylinder/sample_000872.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 872,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.05308961476463995,
+    "axis": "y",
+    "wrap_angle": 170.998429005263
+  },
+  "rq_target": 0.0025074516040511493,
+  "rq_actual": 0.0025074516040511493,
+  "ra_actual": 0.001994844074946201,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    383,
+    186
+  ],
+  "physical_dimensions": [
+    0.1899256269961632,
+    0.05059288968491382
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000567737875647205,
+    "max_slope": 0.0008564081421582291,
+    "height_range": 0.10552538053835452,
+    "mean_height": 0.050319659622499804,
+    "std_height": 0.03655681257871447
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.984001",
+  "correlation_length": 0.05727035617437482,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6504956754410046,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32748859627646704,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000873.json b/metadata/cylinder/sample_000873.json
new file mode 100644
index 0000000000000000000000000000000000000000..020539ec7b52ed8dda4d5decd599af27fbf7df06
--- /dev/null
+++ b/metadata/cylinder/sample_000873.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 873,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.08495587678928856,
+    "axis": "x",
+    "wrap_angle": 142.86088111489727
+  },
+  "rq_target": 0.0005917205178298853,
+  "rq_actual": 0.0005917205178298853,
+  "ra_actual": 0.0004918524778105375,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    206,
+    154
+  ],
+  "physical_dimensions": [
+    0.1808642851940512,
+    0.06171642716331879
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000994210262727029,
+    "max_slope": 0.0013844102473803271,
+    "height_range": 0.15268031456404632,
+    "mean_height": 0.06446266901409686,
+    "std_height": 0.050116518429965166
+  },
+  "generation_timestamp": "2025-11-08T04:08:23.068454",
+  "correlation_length_x": 0.05387320084663484,
+  "correlation_length_y": 0.0158263954565085,
+  "orientation": 44.267321711445895,
+  "anisotropy_ratio": 3.4040095228683196,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8268109248834907,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3506665856964406,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000884.json b/metadata/cylinder/sample_000884.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa13905574a00b81531798a697b8753f52c55051
--- /dev/null
+++ b/metadata/cylinder/sample_000884.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 884,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.30438701072652347,
+    "axis": "x",
+    "wrap_angle": 58.95068496418054
+  },
+  "rq_target": 0.002496116239586682,
+  "rq_actual": 0.002496116239586682,
+  "ra_actual": 0.0020044554745967972,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    258,
+    109
+  ],
+  "physical_dimensions": [
+    0.1781775162285102,
+    0.04143946210418655
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013636430379670927,
+    "max_slope": 0.002477168598497642,
+    "height_range": 0.14739160050202316,
+    "mean_height": 0.051142866200325356,
+    "std_height": 0.04492987158488932
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.112685",
+  "correlation_length_x": 0.010240410172654913,
+  "correlation_length_y": 0.0029216510818593716,
+  "orientation": 160.05629811397947,
+  "anisotropy_ratio": 3.505007917008968,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6520323955611202,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4114957557457866,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000885.json b/metadata/cylinder/sample_000885.json
new file mode 100644
index 0000000000000000000000000000000000000000..658e9594110085eadeb42486bad52a7ece522bea
--- /dev/null
+++ b/metadata/cylinder/sample_000885.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 885,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.20946557527219534,
+    "axis": "x",
+    "wrap_angle": 179.67408232226435
+  },
+  "rq_target": 0.0029063314800830244,
+  "rq_actual": 0.002906331480083024,
+  "ra_actual": 0.0023847480785459396,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    289,
+    138
+  ],
+  "physical_dimensions": [
+    0.17835575360140335,
+    0.08393581973874921
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0030362048433762055,
+    "max_slope": 0.004794031756193293,
+    "height_range": 0.4189277616966108,
+    "mean_height": 0.20908837720926216,
+    "std_height": 0.1485167959310874
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.219472",
+  "correlation_length_x": 0.017432889281067832,
+  "correlation_length_y": 0.0020541630646329413,
+  "orientation": 50.40210348034545,
+  "anisotropy_ratio": 8.486614125827892,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7670828771256716,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4250056614993267,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000895.json b/metadata/cylinder/sample_000895.json
new file mode 100644
index 0000000000000000000000000000000000000000..e98261c26980fa2637dc60d17a26f0d3bfe57836
--- /dev/null
+++ b/metadata/cylinder/sample_000895.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 895,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.39894721789810805,
+    "axis": "x",
+    "wrap_angle": 135.56849800323477
+  },
+  "rq_target": 0.000999001556030705,
+  "rq_actual": 0.000999001556030705,
+  "ra_actual": 0.0008326305722527078,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    259,
+    127
+  ],
+  "physical_dimensions": [
+    0.1810387231616102,
+    0.08164293607705889
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00540561443672509,
+    "max_slope": 0.007491107356996152,
+    "height_range": 0.683830593857713,
+    "mean_height": 0.2813956466438129,
+    "std_height": 0.2222651208369149
+  },
+  "generation_timestamp": "2025-11-08T04:11:14.343908",
+  "correlation_length": 0.006692932795092079,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8327134978541079,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47350400554045924,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000903.json b/metadata/cylinder/sample_000903.json
new file mode 100644
index 0000000000000000000000000000000000000000..d45f8036ad66f0c8eb3f374bae23ddb09b8fb414
--- /dev/null
+++ b/metadata/cylinder/sample_000903.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 903,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.10767449996937095,
+    "axis": "y",
+    "wrap_angle": 83.16611814581452
+  },
+  "rq_target": 0.0017504960961712795,
+  "rq_actual": 0.0017504960961712793,
+  "ra_actual": 0.0014408067272553722,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    302,
+    122
+  ],
+  "physical_dimensions": [
+    0.15727831623210456,
+    0.04442080345467399
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007828428871150764,
+    "max_slope": 0.0012815396348614116,
+    "height_range": 0.09486218872365917,
+    "mean_height": 0.03413193979731811,
+    "std_height": 0.029274707220501954
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.466770",
+  "correlation_length_x": 0.03842516876566495,
+  "correlation_length_y": 0.024110205291996558,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.5937304680860713,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7986897121639726,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43094592056080505,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000905.json b/metadata/cylinder/sample_000905.json
new file mode 100644
index 0000000000000000000000000000000000000000..6490f0c6e4d455fde63296fac0b6ba8cc3633d64
--- /dev/null
+++ b/metadata/cylinder/sample_000905.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 905,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2609802907824793,
+    "axis": "x",
+    "wrap_angle": 109.51062786398062
+  },
+  "rq_target": 0.0011598435132931294,
+  "rq_actual": 0.0011598435132931294,
+  "ra_actual": 0.0009565621473330041,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    321,
+    128
+  ],
+  "physical_dimensions": [
+    0.17573059155329768,
+    0.038001136155121615
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002734481705020482,
+    "max_slope": 0.003927483536298043,
+    "height_range": 0.3481429333240324,
+    "mean_height": 0.13260521239985412,
+    "std_height": 0.10972703691133195
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.682351",
+  "correlation_length": 0.08696178824261022,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7850064365574971,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3703149356115324,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000916.json b/metadata/cylinder/sample_000916.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5283f96d20f8ea76458c4c34046b3660a97dd4b
--- /dev/null
+++ b/metadata/cylinder/sample_000916.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 916,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3000488066589547,
+    "axis": "x",
+    "wrap_angle": 157.02644487502266
+  },
+  "rq_target": 0.002375080517486763,
+  "rq_actual": 0.0023750805174867625,
+  "ra_actual": 0.0019505530507240494,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    333,
+    162
+  ],
+  "physical_dimensions": [
+    0.17919346063368546,
+    0.07080981787841097
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00356381316584232,
+    "max_slope": 0.005107288321453407,
+    "height_range": 0.5762992714443,
+    "mean_height": 0.25750874503463284,
+    "std_height": 0.19384333607895968
+  },
+  "generation_timestamp": "2025-11-08T04:14:12.243142",
+  "correlation_length": 0.033571836411759065,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7514302563675412,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32363578455067676,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000918.json b/metadata/cylinder/sample_000918.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e15f1cc1d11a0ea782a7345412cbe607c7e6576
--- /dev/null
+++ b/metadata/cylinder/sample_000918.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 918,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.1862481309630516,
+    "axis": "y",
+    "wrap_angle": 117.9132745903755
+  },
+  "rq_target": 0.003102268156780855,
+  "rq_actual": 0.003102268156780855,
+  "ra_actual": 0.002545626234751879,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    224,
+    183
+  ],
+  "physical_dimensions": [
+    0.16903420322904406,
+    0.04051032490473888
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001499325320520589,
+    "max_slope": 0.002105965007893021,
+    "height_range": 0.27343731728318144,
+    "mean_height": 0.10644374942674091,
+    "std_height": 0.08677029726182167
+  },
+  "generation_timestamp": "2025-11-08T04:14:12.486641",
+  "correlation_length_x": 0.05333119290850513,
+  "correlation_length_y": 0.022395312341043278,
+  "orientation": 148.88293637224314,
+  "anisotropy_ratio": 2.3813551736345517,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8444583713560758,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39007816828753095,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000922.json b/metadata/cylinder/sample_000922.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e717b1189d6e1f19a047a85e4b4900792d60530
--- /dev/null
+++ b/metadata/cylinder/sample_000922.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 922,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.08705273268048278,
+    "axis": "y",
+    "wrap_angle": 137.36905345091327
+  },
+  "rq_target": 0.003470907620072421,
+  "rq_actual": 0.003470907620072421,
+  "ra_actual": 0.0028037103893023114,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    227,
+    127
+  ],
+  "physical_dimensions": [
+    0.18780579812687645,
+    0.040554636932965155
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011942892741994189,
+    "max_slope": 0.0016562889438868009,
+    "height_range": 0.15110016035734963,
+    "mean_height": 0.06256530211937915,
+    "std_height": 0.04923817096729188
+  },
+  "generation_timestamp": "2025-11-08T04:14:12.976959",
+  "correlation_length": 0.05957656621025804,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7200915388428992,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46067955896556795,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000944.json b/metadata/cylinder/sample_000944.json
new file mode 100644
index 0000000000000000000000000000000000000000..42e3e3f2f37855241d3f7c2953c1c65f5dbb0de5
--- /dev/null
+++ b/metadata/cylinder/sample_000944.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 944,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.19336294748291777,
+    "axis": "x",
+    "wrap_angle": 75.13056438167754
+  },
+  "rq_target": 0.002031140532038182,
+  "rq_actual": 0.002031140532038182,
+  "ra_actual": 0.0016638827060495862,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    258,
+    161
+  ],
+  "physical_dimensions": [
+    0.15705365818855369,
+    0.07066612536599995
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008975832479389661,
+    "max_slope": 0.0015299506273770969,
+    "height_range": 0.1437426807792869,
+    "mean_height": 0.050970707268255915,
+    "std_height": 0.044053384991648695
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.980463",
+  "correlation_length": 0.030742869882289785,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7838753977396907,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4918744227778006,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000954.json b/metadata/cylinder/sample_000954.json
new file mode 100644
index 0000000000000000000000000000000000000000..0586540f7a1b28b91b82b4999623f69027780daf
--- /dev/null
+++ b/metadata/cylinder/sample_000954.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 954,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4967994231079272,
+    "axis": "x",
+    "wrap_angle": 124.22332852594172
+  },
+  "rq_target": 0.0014899511917277754,
+  "rq_actual": 0.0014899511917277754,
+  "ra_actual": 0.0012264091728585848,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    345,
+    193
+  ],
+  "physical_dimensions": [
+    0.1656988567842537,
+    0.05587181221970027
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004033955427044389,
+    "max_slope": 0.005609844879202713,
+    "height_range": 0.7762093968987883,
+    "mean_height": 0.30775529127206447,
+    "std_height": 0.2480695760748588
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.199409",
+  "correlation_length_x": 0.05446981847130236,
+  "correlation_length_y": 0.026814549261178617,
+  "orientation": 131.28854670584576,
+  "anisotropy_ratio": 2.031353126273217,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6834037407891413,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4432025741509011,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000968.json b/metadata/cylinder/sample_000968.json
new file mode 100644
index 0000000000000000000000000000000000000000..a34033d87ce6f10ecb859ea7f406b3441cccc7ee
--- /dev/null
+++ b/metadata/cylinder/sample_000968.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 968,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4564142722017615,
+    "axis": "y",
+    "wrap_angle": 82.57338343365387
+  },
+  "rq_target": 0.0005073107224107305,
+  "rq_actual": 0.0005073107224107305,
+  "ra_actual": 0.0004134537840058047,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    361,
+    119
+  ],
+  "physical_dimensions": [
+    0.1695921515610948,
+    0.04869956370019947
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003363011920032356,
+    "max_slope": 0.005523056057471276,
+    "height_range": 0.397419870253219,
+    "mean_height": 0.14285281836922478,
+    "std_height": 0.12262053633634305
+  },
+  "generation_timestamp": "2025-11-08T04:20:27.016170",
+  "correlation_length": 0.03472316391037875,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7678498765604926,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49297345561729733,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000977.json b/metadata/cylinder/sample_000977.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8141c8f405ba3aff9c68d811c5a535028b0a7d1
--- /dev/null
+++ b/metadata/cylinder/sample_000977.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 977,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.30443498949217296,
+    "axis": "y",
+    "wrap_angle": 78.37845242559352
+  },
+  "rq_target": 0.0006118647475324343,
+  "rq_actual": 0.0006118647475324344,
+  "ra_actual": 0.0004929314203216479,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    294,
+    101
+  ],
+  "physical_dimensions": [
+    0.18845418171910283,
+    0.11217575269629954
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0024273127347806027,
+    "max_slope": 0.004073314647278281,
+    "height_range": 0.24310768672773672,
+    "mean_height": 0.08680183793428047,
+    "std_height": 0.07491566205624797
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.095415",
+  "correlation_length": 0.014615392514054457,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7726304919246105,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46169229223702224,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000979.json b/metadata/cylinder/sample_000979.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7ae2f44a0e737365df54489c2329ef7cdb4a9e0
--- /dev/null
+++ b/metadata/cylinder/sample_000979.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 979,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.3482407903452405,
+    "axis": "y",
+    "wrap_angle": 91.00353328428844
+  },
+  "rq_target": 0.0029584280255440173,
+  "rq_actual": 0.0029584280255440173,
+  "ra_actual": 0.00240701337439656,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    344,
+    101
+  ],
+  "physical_dimensions": [
+    0.18470712080329552,
+    0.05146550447485562
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0035359136889298926,
+    "max_slope": 0.0055309078567545855,
+    "height_range": 0.35433990199357335,
+    "mean_height": 0.1295034641408578,
+    "std_height": 0.11012786030955629
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.261954",
+  "correlation_length_x": 0.03390673931392827,
+  "correlation_length_y": 0.004479159711373798,
+  "orientation": 161.58362444439388,
+  "anisotropy_ratio": 7.569888438635016,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7340450371808581,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49016838594794543,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000985.json b/metadata/cylinder/sample_000985.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a61ad0b3a04fc0d4c3a15bc0f72f76b7c285d94
--- /dev/null
+++ b/metadata/cylinder/sample_000985.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 985,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.151696347062865,
+    "axis": "y",
+    "wrap_angle": 83.60516096377941
+  },
+  "rq_target": 0.003529144529293441,
+  "rq_actual": 0.0035291445292934404,
+  "ra_actual": 0.002863171228357206,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    349,
+    132
+  ],
+  "physical_dimensions": [
+    0.19581631684906875,
+    0.0605451517398827
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010276080496213996,
+    "max_slope": 0.0016781218245981444,
+    "height_range": 0.13480049631994231,
+    "mean_height": 0.048528697929008616,
+    "std_height": 0.04158772876513055
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.945757",
+  "correlation_length_x": 0.019411935691649805,
+  "correlation_length_y": 0.007446424810877617,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.606879970545484,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7832992223566045,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4465117614866362,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000988.json b/metadata/cylinder/sample_000988.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa36315b6219fc02c8e7ead28b852eaeb459a4ae
--- /dev/null
+++ b/metadata/cylinder/sample_000988.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 988,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.27564440207081625,
+    "axis": "y",
+    "wrap_angle": 136.8788715978637
+  },
+  "rq_target": 0.0016042718675617343,
+  "rq_actual": 0.0016042718675617343,
+  "ra_actual": 0.0013078303343015327,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    265,
+    193
+  ],
+  "physical_dimensions": [
+    0.19047631638904214,
+    0.08062806578588069
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0024768429759237346,
+    "max_slope": 0.003429640039726234,
+    "height_range": 0.476840080031035,
+    "mean_height": 0.19699311327801594,
+    "std_height": 0.15497200072771417
+  },
+  "generation_timestamp": "2025-11-08T04:23:41.357412",
+  "correlation_length_x": 0.3844112563544146,
+  "correlation_length_y": 0.02168427763556429,
+  "orientation": 113.88184605268613,
+  "anisotropy_ratio": 17.72764870543547,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7220164049313417,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48855952831471966,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000992.json b/metadata/cylinder/sample_000992.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a629a447908a3c1cf9aa87b8df491b3c7ffe8a0
--- /dev/null
+++ b/metadata/cylinder/sample_000992.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 992,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.4841144147608279,
+    "axis": "y",
+    "wrap_angle": 172.04206310355534
+  },
+  "rq_target": 0.0035108598540028024,
+  "rq_actual": 0.003510859854002803,
+  "ra_actual": 0.0029001039081763026,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    359,
+    136
+  ],
+  "physical_dimensions": [
+    0.19070160100720449,
+    0.07775779020441699
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0070914064749485915,
+    "max_slope": 0.0107665142008109,
+    "height_range": 0.963566795297805,
+    "mean_height": 0.4619411611238757,
+    "std_height": 0.3350016618977443
+  },
+  "generation_timestamp": "2025-11-08T04:23:41.832554",
+  "correlation_length_x": 0.031710104848966386,
+  "correlation_length_y": 0.01091934118560342,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.904030958458785,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8261284104428885,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39760133021377075,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000996.json b/metadata/cylinder/sample_000996.json
new file mode 100644
index 0000000000000000000000000000000000000000..957b9fc13e7dd6db0d28a68c3f0b32019541b40f
--- /dev/null
+++ b/metadata/cylinder/sample_000996.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 996,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.2223827506931163,
+    "axis": "x",
+    "wrap_angle": 120.35215986733164
+  },
+  "rq_target": 0.0016162493739015154,
+  "rq_actual": 0.0016162493739015156,
+  "ra_actual": 0.0013058884301534314,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    340,
+    133
+  ],
+  "physical_dimensions": [
+    0.1780905443254062,
+    0.03780635976469263
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002528599647375961,
+    "max_slope": 0.0035386326385432876,
+    "height_range": 0.3347557382481738,
+    "mean_height": 0.13129962204985554,
+    "std_height": 0.10669722609781336
+  },
+  "generation_timestamp": "2025-11-08T04:23:42.341332",
+  "correlation_length_x": 0.010373121980622747,
+  "correlation_length_y": 0.008199573490247917,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.2650806768132414,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.836397119472808,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3607668137765252,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/cylinder/sample_000998.json b/metadata/cylinder/sample_000998.json
new file mode 100644
index 0000000000000000000000000000000000000000..43fcb5d3aa843ab3d354adb25d266d8f22f19a16
--- /dev/null
+++ b/metadata/cylinder/sample_000998.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 998,
+  "geometry_type": "cylinder",
+  "geometry_parameters": {
+    "type": "cylinder",
+    "radius": 0.44013965885564355,
+    "axis": "x",
+    "wrap_angle": 168.6634800326989
+  },
+  "rq_target": 0.0022377145129781617,
+  "rq_actual": 0.0022377145129781617,
+  "ra_actual": 0.001813983838402555,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    386,
+    167
+  ],
+  "physical_dimensions": [
+    0.15821291633625,
+    0.03278459708050118
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005224716303364237,
+    "max_slope": 0.007804515703117049,
+    "height_range": 0.8716920012972663,
+    "mean_height": 0.41089987773719505,
+    "std_height": 0.3004344974176885
+  },
+  "generation_timestamp": "2025-11-08T04:23:42.673507",
+  "correlation_length_x": 0.03977939285536392,
+  "correlation_length_y": 0.013023966507407166,
+  "orientation": 15.0,
+  "anisotropy_ratio": 3.0543224165034553,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6702361083473144,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3793419642084042,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000011.json b/metadata/ellipsoid/sample_000011.json
new file mode 100644
index 0000000000000000000000000000000000000000..a86684b69c51a2d1b276788cf845f6746eb5ac09
--- /dev/null
+++ b/metadata/ellipsoid/sample_000011.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 11,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0036660098584186357,
+  "rq_actual": 0.0036660098584186357,
+  "ra_actual": 0.003008446166569389,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    365,
+    121
+  ],
+  "physical_dimensions": [
+    0.183591315227279,
+    0.03750830434140587
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004118475354132644,
+    "max_slope": 0.006473041695542234,
+    "height_range": 1.5,
+    "mean_height": 0.9543667295636069,
+    "std_height": 0.4628003300582935
+  },
+  "generation_timestamp": "2025-11-08T02:23:27.320441",
+  "correlation_length": 0.01660047110328747,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6949950784932353,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40529321952890723,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000037.json b/metadata/ellipsoid/sample_000037.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca4d5f035e3cf45ed2eff42b79ae854c2fba393a
--- /dev/null
+++ b/metadata/ellipsoid/sample_000037.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 37,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.003342622796011781,
+  "rq_actual": 0.003342622796011781,
+  "ra_actual": 0.002752473354495398,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    214,
+    150
+  ],
+  "physical_dimensions": [
+    0.1679984669855162,
+    0.0912116883387018
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.007035286528957807,
+    "max_slope": 0.011061845695968565,
+    "height_range": 1.5,
+    "mean_height": 0.9539677357092355,
+    "std_height": 0.4636222160615195
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.550004",
+  "correlation_length_x": 0.023330913029031747,
+  "correlation_length_y": 0.009158671593453396,
+  "orientation": 14.20404047356125,
+  "anisotropy_ratio": 2.5474123393297177,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6733158804804688,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47598409853146023,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000049.json b/metadata/ellipsoid/sample_000049.json
new file mode 100644
index 0000000000000000000000000000000000000000..10895b90d37b3c9570534fb2921e32f5e532dff5
--- /dev/null
+++ b/metadata/ellipsoid/sample_000049.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 49,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0014514405414639093,
+  "rq_actual": 0.0014514405414639093,
+  "ra_actual": 0.001185529699376826,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    216,
+    158
+  ],
+  "physical_dimensions": [
+    0.19280186471781574,
+    0.0898009824664105
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006969905046334893,
+    "max_slope": 0.010958946645259354,
+    "height_range": 1.5,
+    "mean_height": 0.9539766821021027,
+    "std_height": 0.46360380715160643
+  },
+  "generation_timestamp": "2025-11-08T02:26:36.015944",
+  "correlation_length": 0.030972774288645637,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8107911261936003,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36808306770732313,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000069.json b/metadata/ellipsoid/sample_000069.json
new file mode 100644
index 0000000000000000000000000000000000000000..066ff1f642fe136c27e1bc3af50a91d6c1ca2b20
--- /dev/null
+++ b/metadata/ellipsoid/sample_000069.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 69,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0009512222363319044,
+  "rq_actual": 0.0009512222363319044,
+  "ra_actual": 0.0007792111176775122,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    272,
+    159
+  ],
+  "physical_dimensions": [
+    0.1762078670331952,
+    0.03556805774397427
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005530734547145618,
+    "max_slope": 0.008694395928719813,
+    "height_range": 1.5,
+    "mean_height": 0.9541735769484007,
+    "std_height": 0.46319842945922685
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.598594",
+  "correlation_length": 0.036672637380881445,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7534749096358571,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4990806293767551,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000117.json b/metadata/ellipsoid/sample_000117.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e9b4fe6f953adbd4cf3c52b8c53e8cee2f67387
--- /dev/null
+++ b/metadata/ellipsoid/sample_000117.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 117,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.00205846662382537,
+  "rq_actual": 0.00205846662382537,
+  "ra_actual": 0.001683021145994809,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    385,
+    144
+  ],
+  "physical_dimensions": [
+    0.15427406359954812,
+    0.07165555369671452
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003904088903730943,
+    "max_slope": 0.006135906039352053,
+    "height_range": 1.5,
+    "mean_height": 0.9543960456017011,
+    "std_height": 0.46273987092083985
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.754173",
+  "correlation_length_x": 0.09233025058590419,
+  "correlation_length_y": 0.005589572892045564,
+  "orientation": 70.79135301542647,
+  "anisotropy_ratio": 16.51830155346895,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6856518128872301,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41441518086684515,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000220.json b/metadata/ellipsoid/sample_000220.json
new file mode 100644
index 0000000000000000000000000000000000000000..d098b6620ad8e406a88fb3d47b9e3294b5f15177
--- /dev/null
+++ b/metadata/ellipsoid/sample_000220.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 220,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0038453097083714087,
+  "rq_actual": 0.003845309708371409,
+  "ra_actual": 0.003124542940068583,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    311,
+    149
+  ],
+  "physical_dimensions": [
+    0.19960927775654033,
+    0.05250602602179076
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004835401690247576,
+    "max_slope": 0.007600594862964752,
+    "height_range": 1.5,
+    "mean_height": 0.9542686841319571,
+    "std_height": 0.4630024605604846
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.416246",
+  "correlation_length": 0.035788362893154624,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7744829797315093,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35573761564751394,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000299.json b/metadata/ellipsoid/sample_000299.json
new file mode 100644
index 0000000000000000000000000000000000000000..67814fda50f68aae9cb652083c70bdc996ae737b
--- /dev/null
+++ b/metadata/ellipsoid/sample_000299.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 299,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.003508652432136362,
+  "rq_actual": 0.003508652432136362,
+  "ra_actual": 0.002827576425048689,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    269,
+    103
+  ],
+  "physical_dimensions": [
+    0.16500308916472703,
+    0.09173381315931295
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005592597556041433,
+    "max_slope": 0.008791720147959725,
+    "height_range": 1.5,
+    "mean_height": 0.9541651146609952,
+    "std_height": 0.46321586108850993
+  },
+  "generation_timestamp": "2025-11-08T02:57:30.832144",
+  "correlation_length": 0.005534810231506028,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7651239391172108,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3253858612478867,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000322.json b/metadata/ellipsoid/sample_000322.json
new file mode 100644
index 0000000000000000000000000000000000000000..336dcb99d43562e3b15a42841a8cafd32bf4ffcf
--- /dev/null
+++ b/metadata/ellipsoid/sample_000322.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 322,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0017403195769901028,
+  "rq_actual": 0.0017403195769901028,
+  "ra_actual": 0.0014152268160756993,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    244,
+    171
+  ],
+  "physical_dimensions": [
+    0.1517023731255518,
+    0.03980967765440131
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006167474477922951,
+    "max_slope": 0.00969620609480911,
+    "height_range": 1.5,
+    "mean_height": 0.954086471330405,
+    "std_height": 0.4633778212477333
+  },
+  "generation_timestamp": "2025-11-08T03:00:41.317683",
+  "correlation_length_x": 0.03630292519922533,
+  "correlation_length_y": 0.005445961905720083,
+  "orientation": 0.0,
+  "anisotropy_ratio": 6.666026282904239,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8110386840016489,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33288577031251143,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000343.json b/metadata/ellipsoid/sample_000343.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d74b856f4a1ddbe98c7aef67b25a7a3a8bea07d
--- /dev/null
+++ b/metadata/ellipsoid/sample_000343.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 343,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.004144449764927126,
+  "rq_actual": 0.004144449764927126,
+  "ra_actual": 0.0033223645483758065,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    210,
+    170
+  ],
+  "physical_dimensions": [
+    0.16662611879002345,
+    0.05520198118116302
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.007169799801508533,
+    "max_slope": 0.01127355171258278,
+    "height_range": 1.5,
+    "mean_height": 0.9539493293565,
+    "std_height": 0.4636600878017043
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.412427",
+  "correlation_length_x": 0.013594349149412807,
+  "correlation_length_y": 0.006130927817047917,
+  "orientation": 49.81865616457634,
+  "anisotropy_ratio": 2.2173396189091945,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6801305731979885,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42965380491504157,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000471.json b/metadata/ellipsoid/sample_000471.json
new file mode 100644
index 0000000000000000000000000000000000000000..85342acecbfd767afeffcb69a8f767c002ccb91b
--- /dev/null
+++ b/metadata/ellipsoid/sample_000471.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 471,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.002947067605993619,
+  "rq_actual": 0.0029470676059936193,
+  "ra_actual": 0.002399321036333706,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    313,
+    123
+  ],
+  "physical_dimensions": [
+    0.1630275270179046,
+    0.03330779429432897
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004804426332107019,
+    "max_slope": 0.007551873514005193,
+    "height_range": 1.5,
+    "mean_height": 0.9542729205824625,
+    "std_height": 0.4629937289456707
+  },
+  "generation_timestamp": "2025-11-08T03:19:34.077536",
+  "correlation_length_x": 0.04511058282306617,
+  "correlation_length_y": 0.02047931873888246,
+  "orientation": 100.3218503546,
+  "anisotropy_ratio": 2.202738450347876,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7079402185452098,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4108938905855843,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000479.json b/metadata/ellipsoid/sample_000479.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecb106ebb9c064612ebddd85cba5553584668f0a
--- /dev/null
+++ b/metadata/ellipsoid/sample_000479.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 479,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.004216289446314481,
+  "rq_actual": 0.004216289446314481,
+  "ra_actual": 0.003436194191663371,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    309,
+    176
+  ],
+  "physical_dimensions": [
+    0.15873785789168088,
+    0.04765696968725503
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004866779055525929,
+    "max_slope": 0.007649948948539971,
+    "height_range": 1.5,
+    "mean_height": 0.9542643926700225,
+    "std_height": 0.4630113053502182
+  },
+  "generation_timestamp": "2025-11-08T03:22:24.722790",
+  "correlation_length_x": 0.03578785793434177,
+  "correlation_length_y": 0.012033311917479047,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.9740655091270374,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8111506006820132,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42638820470021294,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000495.json b/metadata/ellipsoid/sample_000495.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3edca2c8d024a7e89e422ca73bd4e7754e9feb8
--- /dev/null
+++ b/metadata/ellipsoid/sample_000495.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 495,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0017470009825076719,
+  "rq_actual": 0.0017470009825076719,
+  "ra_actual": 0.0014441760518491282,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    277,
+    118
+  ],
+  "physical_dimensions": [
+    0.18729226742151336,
+    0.0684364463904353
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005430615854696896,
+    "max_slope": 0.008536890472383886,
+    "height_range": 1.5,
+    "mean_height": 0.9541872720159377,
+    "std_height": 0.463170217007509
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.698404",
+  "correlation_length_x": 0.0571295397269794,
+  "correlation_length_y": 0.006088505456344699,
+  "orientation": 58.57155094735541,
+  "anisotropy_ratio": 9.383179523547268,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6603256437886459,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42102458009523624,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000550.json b/metadata/ellipsoid/sample_000550.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c9f8fb8aa87758987b1a6eac221ad3b9781d740
--- /dev/null
+++ b/metadata/ellipsoid/sample_000550.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 550,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.004477528072989322,
+  "rq_actual": 0.004477528072989321,
+  "ra_actual": 0.0036435304565708812,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    367,
+    191
+  ],
+  "physical_dimensions": [
+    0.18688083716214313,
+    0.056279708096429404
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004095982949177786,
+    "max_slope": 0.006437670100772138,
+    "height_range": 1.5,
+    "mean_height": 0.9543698053282893,
+    "std_height": 0.46279398729633825
+  },
+  "generation_timestamp": "2025-11-08T03:31:43.553118",
+  "correlation_length_x": 0.1041202986125982,
+  "correlation_length_y": 0.005424229759920752,
+  "orientation": 22.2423379851449,
+  "anisotropy_ratio": 19.195407130784847,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7631166542535429,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3968423024469746,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000572.json b/metadata/ellipsoid/sample_000572.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf91069ea4b5dc64b366b1a41b4004331f6bc7c7
--- /dev/null
+++ b/metadata/ellipsoid/sample_000572.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 572,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.004926128343195714,
+  "rq_actual": 0.004926128343195714,
+  "ra_actual": 0.003972786224135321,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    321,
+    168
+  ],
+  "physical_dimensions": [
+    0.17953051372154627,
+    0.062166463520697865
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00468439431458117,
+    "max_slope": 0.007363078211996694,
+    "height_range": 1.5,
+    "mean_height": 0.9542893368968146,
+    "std_height": 0.46295989187513636
+  },
+  "generation_timestamp": "2025-11-08T03:31:46.142875",
+  "correlation_length": 0.02389106502219432,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7877779600135483,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4334845236646539,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000573.json b/metadata/ellipsoid/sample_000573.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ad849a30dd372f248259bdf0a202f621998162a
--- /dev/null
+++ b/metadata/ellipsoid/sample_000573.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 573,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0025799293246939214,
+  "rq_actual": 0.0025799293246939214,
+  "ra_actual": 0.002109954311085505,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    289,
+    128
+  ],
+  "physical_dimensions": [
+    0.16391841501700263,
+    0.04457571076475915
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005204504327158111,
+    "max_slope": 0.00818119030652059,
+    "height_range": 1.5,
+    "mean_height": 0.9542182003225537,
+    "std_height": 0.46310649549880695
+  },
+  "generation_timestamp": "2025-11-08T03:31:46.225705",
+  "correlation_length_x": 0.018729809740605386,
+  "correlation_length_y": 0.014019472845563,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.3359853075027106,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7161697198620475,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3010069705686995,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000599.json b/metadata/ellipsoid/sample_000599.json
new file mode 100644
index 0000000000000000000000000000000000000000..c064223c446c5bc2240f99e6fe98e239e72b6ca7
--- /dev/null
+++ b/metadata/ellipsoid/sample_000599.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 599,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0012849886335883345,
+  "rq_actual": 0.0012849886335883345,
+  "ra_actual": 0.001057263260854983,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    219,
+    162
+  ],
+  "physical_dimensions": [
+    0.1850952302528512,
+    0.11265411223934896
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006874080084937859,
+    "max_slope": 0.010808138081103884,
+    "height_range": 1.5,
+    "mean_height": 0.9539897939609703,
+    "std_height": 0.46357682536803463
+  },
+  "generation_timestamp": "2025-11-08T03:34:52.590351",
+  "correlation_length_x": 0.03962025941464836,
+  "correlation_length_y": 0.013678339621799523,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.8965693578411034,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7398396880015369,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39283047020931594,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000612.json b/metadata/ellipsoid/sample_000612.json
new file mode 100644
index 0000000000000000000000000000000000000000..894cbbdd523c09ecdbb62176759c0afc5ed9efc1
--- /dev/null
+++ b/metadata/ellipsoid/sample_000612.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 612,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.002387116539957847,
+  "rq_actual": 0.0023871165399578466,
+  "ra_actual": 0.0019356186966132767,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    218,
+    107
+  ],
+  "physical_dimensions": [
+    0.1702290826043233,
+    0.04603708297046366
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006905727621867049,
+    "max_slope": 0.010857944301085576,
+    "height_range": 1.5,
+    "mean_height": 0.9539854636158887,
+    "std_height": 0.46358573663301783
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.364644",
+  "correlation_length": 0.07757927263258808,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7938270259300896,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4619474651380019,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000627.json b/metadata/ellipsoid/sample_000627.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9ecfdb3449801beef1fd9a52bf34c07857ed5db
--- /dev/null
+++ b/metadata/ellipsoid/sample_000627.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 627,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0010480880511214755,
+  "rq_actual": 0.0010480880511214755,
+  "ra_actual": 0.0008577411246977061,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    257,
+    184
+  ],
+  "physical_dimensions": [
+    0.1678070750824078,
+    0.040767985875625065
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005854537089591108,
+    "max_slope": 0.00920382697373168,
+    "height_range": 1.5,
+    "mean_height": 0.9541292824835643,
+    "std_height": 0.46328966350157097
+  },
+  "generation_timestamp": "2025-11-08T03:40:49.688657",
+  "correlation_length_x": 0.15058674769401267,
+  "correlation_length_y": 0.021369339078894625,
+  "orientation": 103.5778747573845,
+  "anisotropy_ratio": 7.046860323478104,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8234192486070466,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42077612656542285,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000891.json b/metadata/ellipsoid/sample_000891.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9611bd0d63464461e30443febea6ec8e59be02e
--- /dev/null
+++ b/metadata/ellipsoid/sample_000891.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 891,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0011337115222180818,
+  "rq_actual": 0.0011337115222180818,
+  "ra_actual": 0.0009161764525253642,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    271,
+    159
+  ],
+  "physical_dimensions": [
+    0.16335223905616159,
+    0.03634138050362927
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005551202918350322,
+    "max_slope": 0.008726597032490985,
+    "height_range": 1.5,
+    "mean_height": 0.9541707770772639,
+    "std_height": 0.46320419705759364
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.954774",
+  "correlation_length_x": 0.048603134859883865,
+  "correlation_length_y": 0.006586612962589581,
+  "orientation": 30.0,
+  "anisotropy_ratio": 7.379078615357891,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6597491728921502,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4518383942640212,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000924.json b/metadata/ellipsoid/sample_000924.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef0d63a4c85ad25b0d84462a86a1dcb0cbe59d5c
--- /dev/null
+++ b/metadata/ellipsoid/sample_000924.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 924,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0013717436451255007,
+  "rq_actual": 0.001371743645125501,
+  "ra_actual": 0.0011249197881192492,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    228,
+    135
+  ],
+  "physical_dimensions": [
+    0.16157367645952636,
+    0.05406971448354909
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006601788467618113,
+    "max_slope": 0.010379628574174616,
+    "height_range": 1.5,
+    "mean_height": 0.9540270505022819,
+    "std_height": 0.46350014769136433
+  },
+  "generation_timestamp": "2025-11-08T04:14:13.155269",
+  "correlation_length": 0.03342453114675484,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7917407832374059,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32437742207838804,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000925.json b/metadata/ellipsoid/sample_000925.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b59638fc46441433b32bbf7f10956c667fe5a48
--- /dev/null
+++ b/metadata/ellipsoid/sample_000925.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 925,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0011739028564076975,
+  "rq_actual": 0.0011739028564076975,
+  "ra_actual": 0.0009625055876518006,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    248,
+    151
+  ],
+  "physical_dimensions": [
+    0.19158997426353808,
+    0.12136374426837537
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.006067680477761837,
+    "max_slope": 0.009539184648601541,
+    "height_range": 1.5,
+    "mean_height": 0.9541001238880674,
+    "std_height": 0.46334970982701007
+  },
+  "generation_timestamp": "2025-11-08T04:17:19.608878",
+  "correlation_length": 0.04805886124168613,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7161852117623764,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3528528858914062,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000928.json b/metadata/ellipsoid/sample_000928.json
new file mode 100644
index 0000000000000000000000000000000000000000..244551574a92c0ba08d04da22d04c5f7d2266917
--- /dev/null
+++ b/metadata/ellipsoid/sample_000928.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 928,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.004243793791343669,
+  "rq_actual": 0.004243793791343669,
+  "ra_actual": 0.0034796923216995775,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    293,
+    154
+  ],
+  "physical_dimensions": [
+    0.19700352151558245,
+    0.05299820071307321
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005133260791842073,
+    "max_slope": 0.008069120294992646,
+    "height_range": 1.5,
+    "mean_height": 0.9542279449376857,
+    "std_height": 0.4630864164494583
+  },
+  "generation_timestamp": "2025-11-08T04:17:19.990109",
+  "correlation_length": 0.03967537460278525,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7550537516462906,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37324962081745916,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000959.json b/metadata/ellipsoid/sample_000959.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a2e633f959b5ac2059895dc5977a8f2fda34d8f
--- /dev/null
+++ b/metadata/ellipsoid/sample_000959.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 959,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0029072432951403634,
+  "rq_actual": 0.0029072432951403634,
+  "ra_actual": 0.0024061008774819356,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    390,
+    103
+  ],
+  "physical_dimensions": [
+    0.16005437182375615,
+    0.03919905945645851
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003853934959068447,
+    "max_slope": 0.006057038783927423,
+    "height_range": 1.5,
+    "mean_height": 0.9544029036454943,
+    "std_height": 0.46272572601169387
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.812924",
+  "correlation_length": 0.05203164837806905,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7771594484706159,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38622550623960994,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/ellipsoid/sample_000960.json b/metadata/ellipsoid/sample_000960.json
new file mode 100644
index 0000000000000000000000000000000000000000..40bd6926e2ccc4059ff61d30184943059f8d0e6e
--- /dev/null
+++ b/metadata/ellipsoid/sample_000960.json
@@ -0,0 +1,50 @@
+{
+  "sample_id": 960,
+  "geometry_type": "ellipsoid",
+  "geometry_parameters": {
+    "type": "ellipsoid",
+    "semi_axis_ratios": [
+      1.0,
+      1.0,
+      1.5
+    ]
+  },
+  "rq_target": 0.0019262803779061524,
+  "rq_actual": 0.0019262803779061524,
+  "ra_actual": 0.0015607563253605531,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    300,
+    158
+  ],
+  "physical_dimensions": [
+    0.15933920223648748,
+    0.08902649307259371
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005013168187129124,
+    "max_slope": 0.007880212882959052,
+    "height_range": 1.5,
+    "mean_height": 0.9542443707304351,
+    "std_height": 0.46305256821367013
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.944193",
+  "correlation_length_x": 0.018447944517777832,
+  "correlation_length_y": 0.0035106803937382616,
+  "orientation": 67.36330856202312,
+  "anisotropy_ratio": 5.254806034375004,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7493536432861087,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46695247050063127,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000036.json b/metadata/flat/sample_000036.json
new file mode 100644
index 0000000000000000000000000000000000000000..51c6ce70261c3f40fb145eb5b5e6d3b9cee8034b
--- /dev/null
+++ b/metadata/flat/sample_000036.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 36,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0015672714088856537,
+  "rq_actual": 0.0015672714088856537,
+  "ra_actual": 0.0012887617360730248,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    395,
+    167
+  ],
+  "physical_dimensions": [
+    0.18296124233874989,
+    0.07129800332713422
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.478168",
+  "correlation_length": 0.021159364155831216,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6559738483222891,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3457462382014343,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000062.json b/metadata/flat/sample_000062.json
new file mode 100644
index 0000000000000000000000000000000000000000..696bde2bcb6bab9659a454e2f02a0b1d49d63928
--- /dev/null
+++ b/metadata/flat/sample_000062.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 62,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002127694851268496,
+  "rq_actual": 0.002127694851268496,
+  "ra_actual": 0.001736803096995984,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    391,
+    105
+  ],
+  "physical_dimensions": [
+    0.1953803579857559,
+    0.04439876131444812
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.814226",
+  "correlation_length": 0.02783733379442583,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7671755657835313,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3812258810077201,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000090.json b/metadata/flat/sample_000090.json
new file mode 100644
index 0000000000000000000000000000000000000000..050268bbb5a540b88d5e6a1e3ba954d8a64b0ea9
--- /dev/null
+++ b/metadata/flat/sample_000090.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 90,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.001280488679487446,
+  "rq_actual": 0.0012804886794874457,
+  "ra_actual": 0.0010404296312035073,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    273,
+    124
+  ],
+  "physical_dimensions": [
+    0.18395394596013928,
+    0.095880265252531
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:32:44.255470",
+  "correlation_length": 0.01059395812689939,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8350276637884619,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39656421983193557,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000110.json b/metadata/flat/sample_000110.json
new file mode 100644
index 0000000000000000000000000000000000000000..a208f263a63c73257bc4535cc6ff6989cf3d779b
--- /dev/null
+++ b/metadata/flat/sample_000110.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 110,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0010609374325066339,
+  "rq_actual": 0.0010609374325066339,
+  "ra_actual": 0.0008297272301295833,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    307,
+    183
+  ],
+  "physical_dimensions": [
+    0.16583350249952436,
+    0.0659605895000663
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.824065",
+  "correlation_length": 0.01659305093348085,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6682001771757949,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3494322271600965,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000125.json b/metadata/flat/sample_000125.json
new file mode 100644
index 0000000000000000000000000000000000000000..24fea94455dc90cf9739213e714e3d267ce7f0ef
--- /dev/null
+++ b/metadata/flat/sample_000125.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 125,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0027782246168392673,
+  "rq_actual": 0.002778224616839267,
+  "ra_actual": 0.0022774765477172956,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    222,
+    117
+  ],
+  "physical_dimensions": [
+    0.1581500703280053,
+    0.05280686204745226
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.000711",
+  "correlation_length_x": 0.0491595445675372,
+  "correlation_length_y": 0.014127444162176128,
+  "orientation": 90.0,
+  "anisotropy_ratio": 3.47971961546687,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8356620611345686,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32858171265816005,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000142.json b/metadata/flat/sample_000142.json
new file mode 100644
index 0000000000000000000000000000000000000000..91a1898028636d0d0cee92449b26a9a4de50d09a
--- /dev/null
+++ b/metadata/flat/sample_000142.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 142,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0013103402114168746,
+  "rq_actual": 0.0013103402114168744,
+  "ra_actual": 0.0010854787022699477,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    312,
+    171
+  ],
+  "physical_dimensions": [
+    0.19495465387622618,
+    0.060164323110174805
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.993932",
+  "correlation_length": 0.02654691947027003,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7547647184796925,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4681606283513946,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000237.json b/metadata/flat/sample_000237.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c2197ce88ede12b46b43180ae34cbae42e77b5c
--- /dev/null
+++ b/metadata/flat/sample_000237.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 237,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0007471027933793793,
+  "rq_actual": 0.0007471027933793794,
+  "ra_actual": 0.0006054083666007335,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    238,
+    109
+  ],
+  "physical_dimensions": [
+    0.19427297201341562,
+    0.12256151097349748
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.170703",
+  "correlation_length": 0.014958731961128183,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7347594090710386,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4821397901516222,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000244.json b/metadata/flat/sample_000244.json
new file mode 100644
index 0000000000000000000000000000000000000000..a12da96fbdc1fee268d5efb6f45ba9c2d97ef542
--- /dev/null
+++ b/metadata/flat/sample_000244.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 244,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002588458268759547,
+  "rq_actual": 0.002588458268759547,
+  "ra_actual": 0.0021274708789216705,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    302,
+    141
+  ],
+  "physical_dimensions": [
+    0.1534968747742866,
+    0.09876909897798081
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.931163",
+  "correlation_length_x": 0.06120892187037722,
+  "correlation_length_y": 0.025040000531094387,
+  "orientation": 54.27440193412846,
+  "anisotropy_ratio": 2.444445709750233,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.731439283304447,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42602981197334844,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000262.json b/metadata/flat/sample_000262.json
new file mode 100644
index 0000000000000000000000000000000000000000..81d98073915728009b660bb7d76ac7d5ab563ec7
--- /dev/null
+++ b/metadata/flat/sample_000262.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 262,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0017500043993011552,
+  "rq_actual": 0.0017500043993011554,
+  "ra_actual": 0.0014203284642195198,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    360,
+    129
+  ],
+  "physical_dimensions": [
+    0.15645336796317946,
+    0.0786081673215998
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.530710",
+  "correlation_length_x": 0.019221138733337174,
+  "correlation_length_y": 0.01704933693594325,
+  "orientation": 90.0,
+  "anisotropy_ratio": 1.127383358400018,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7981324545010005,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41662031983562636,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000276.json b/metadata/flat/sample_000276.json
new file mode 100644
index 0000000000000000000000000000000000000000..2678d6483d0dbca8449b5b4e0a01173ee887a95a
--- /dev/null
+++ b/metadata/flat/sample_000276.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 276,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0010749519793491276,
+  "rq_actual": 0.0010749519793491276,
+  "ra_actual": 0.0008582420030340189,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    391,
+    185
+  ],
+  "physical_dimensions": [
+    0.1823823501284184,
+    0.042473438085004846
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:57:27.912293",
+  "correlation_length_x": 0.03978333124567795,
+  "correlation_length_y": 0.0056510682501947455,
+  "orientation": 15.0,
+  "anisotropy_ratio": 7.039966513288341,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8149505950952016,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3810663560665387,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000286.json b/metadata/flat/sample_000286.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a1c90bff59dfe7879a931dedfe304718699f37f
--- /dev/null
+++ b/metadata/flat/sample_000286.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 286,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0006136690062949294,
+  "rq_actual": 0.0006136690062949294,
+  "ra_actual": 0.0005138757292066697,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    376,
+    117
+  ],
+  "physical_dimensions": [
+    0.15468753149223294,
+    0.049427362713104876
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.170534",
+  "correlation_length": 0.02864932860006966,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.673797617708096,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30133371961270844,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000287.json b/metadata/flat/sample_000287.json
new file mode 100644
index 0000000000000000000000000000000000000000..a63c73828ff8cb90b3f84147e43a50c3fb837825
--- /dev/null
+++ b/metadata/flat/sample_000287.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 287,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0020087833547195654,
+  "rq_actual": 0.0020087833547195654,
+  "ra_actual": 0.0016228964437198135,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    316,
+    115
+  ],
+  "physical_dimensions": [
+    0.18060810880695735,
+    0.05313165499731217
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.261568",
+  "correlation_length": 0.041021548710276336,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7833986844666626,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31144479764088623,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000310.json b/metadata/flat/sample_000310.json
new file mode 100644
index 0000000000000000000000000000000000000000..c013996672d6b6accd0d7c7b9efbea8550b7e3ea
--- /dev/null
+++ b/metadata/flat/sample_000310.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 310,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002152920417914384,
+  "rq_actual": 0.0021529204179143837,
+  "ra_actual": 0.001779384256213398,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    248,
+    127
+  ],
+  "physical_dimensions": [
+    0.176357492690873,
+    0.058081113914458554
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.973315",
+  "correlation_length": 0.05102524720492835,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7974017917604683,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32027542773537526,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000311.json b/metadata/flat/sample_000311.json
new file mode 100644
index 0000000000000000000000000000000000000000..cea70156e4175da182b59d998abcc4a13368d3be
--- /dev/null
+++ b/metadata/flat/sample_000311.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 311,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0022328579864754707,
+  "rq_actual": 0.0022328579864754707,
+  "ra_actual": 0.0018110426664241135,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    256,
+    163
+  ],
+  "physical_dimensions": [
+    0.18050514882057703,
+    0.10171611626549767
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.083744",
+  "correlation_length": 0.0669373660739502,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8451805706833024,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49399925647824694,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000324.json b/metadata/flat/sample_000324.json
new file mode 100644
index 0000000000000000000000000000000000000000..cca0a6cef883c314bd3e1df690092aa2891c796c
--- /dev/null
+++ b/metadata/flat/sample_000324.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 324,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0038883500733803973,
+  "rq_actual": 0.0038883500733803977,
+  "ra_actual": 0.0032020830186131203,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    257,
+    147
+  ],
+  "physical_dimensions": [
+    0.17745131703140885,
+    0.036648135730573385
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:00:41.513049",
+  "correlation_length_x": 0.04238882099180392,
+  "correlation_length_y": 0.0043864946203437715,
+  "orientation": 60.0,
+  "anisotropy_ratio": 9.66348409393054,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8161601163682152,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3810091232545162,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000328.json b/metadata/flat/sample_000328.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b4ac5267b8334107f8290cc6f4e3e3d73e7a783
--- /dev/null
+++ b/metadata/flat/sample_000328.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 328,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0018710060208252674,
+  "rq_actual": 0.0018710060208252674,
+  "ra_actual": 0.001507824211558202,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    365,
+    140
+  ],
+  "physical_dimensions": [
+    0.15542653391922853,
+    0.052356842444048264
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:03:31.642261",
+  "correlation_length": 0.013419390381732527,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6540053523828749,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43696088011277334,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000331.json b/metadata/flat/sample_000331.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a1016968bdc2c33705bd2b7e320a58ea9b3c92f
--- /dev/null
+++ b/metadata/flat/sample_000331.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 331,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.00289676199120609,
+  "rq_actual": 0.0028967619912060897,
+  "ra_actual": 0.0023286911933325634,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    392,
+    198
+  ],
+  "physical_dimensions": [
+    0.15143748696128884,
+    0.036469330563567784
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.149305",
+  "correlation_length": 0.03772373996304507,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7267357953649489,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46345315666114506,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000341.json b/metadata/flat/sample_000341.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9841995d8b5f9dd4ebfb05bb0a063831fd309a3
--- /dev/null
+++ b/metadata/flat/sample_000341.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 341,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0014234268471669752,
+  "rq_actual": 0.0014234268471669752,
+  "ra_actual": 0.0011692095557674655,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    370,
+    157
+  ],
+  "physical_dimensions": [
+    0.16866102758781212,
+    0.053421903806499374
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.226453",
+  "correlation_length": 0.07512462287006806,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8317866736889203,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4634550558958749,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000364.json b/metadata/flat/sample_000364.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6595e5fb5d6841a90672498381b668dfdea3e72
--- /dev/null
+++ b/metadata/flat/sample_000364.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 364,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002559604692669037,
+  "rq_actual": 0.002559604692669037,
+  "ra_actual": 0.002049709405713892,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    259,
+    171
+  ],
+  "physical_dimensions": [
+    0.18944164812290887,
+    0.039507119375724445
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.436696",
+  "correlation_length_x": 0.014218095458666813,
+  "correlation_length_y": 0.012979397065739483,
+  "orientation": 45.0,
+  "anisotropy_ratio": 1.0954357422500778,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7030189811428441,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3568125178908826,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000367.json b/metadata/flat/sample_000367.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c7d533a79ac68374bb8e36285b4a4b4ba4b7c95
--- /dev/null
+++ b/metadata/flat/sample_000367.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 367,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0025644975572041684,
+  "rq_actual": 0.0025644975572041684,
+  "ra_actual": 0.0020974311216640324,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    213,
+    178
+  ],
+  "physical_dimensions": [
+    0.1946398618522379,
+    0.04169013342634639
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.721716",
+  "correlation_length_x": 0.06542884455750124,
+  "correlation_length_y": 0.0219720674620328,
+  "orientation": 42.13625047936687,
+  "anisotropy_ratio": 2.977819209346626,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7649596862185535,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4188943927030171,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000395.json b/metadata/flat/sample_000395.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8dba79807dd572492d33ddb5da44216c3d5c05a
--- /dev/null
+++ b/metadata/flat/sample_000395.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 395,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0019343393834278112,
+  "rq_actual": 0.0019343393834278112,
+  "ra_actual": 0.001590026079686256,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    354,
+    136
+  ],
+  "physical_dimensions": [
+    0.16931586068241605,
+    0.0355881239519107
+  ],
+  "curvature_statistics": {
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+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.915207",
+  "correlation_length_x": 0.06542923156539827,
+  "correlation_length_y": 0.0048731005495599635,
+  "orientation": 46.60056381019776,
+  "anisotropy_ratio": 13.426612256401414,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8258490898476458,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4997655847432595,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000397.json b/metadata/flat/sample_000397.json
new file mode 100644
index 0000000000000000000000000000000000000000..98de9ee94187c22bef9f1453f7b1bb7f9682cd8b
--- /dev/null
+++ b/metadata/flat/sample_000397.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 397,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.004173782503966067,
+  "rq_actual": 0.004173782503966067,
+  "ra_actual": 0.0034099839875517024,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    374,
+    107
+  ],
+  "physical_dimensions": [
+    0.18242651654666586,
+    0.060778872923410825
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:10:06.158233",
+  "correlation_length": 0.012695475544548664,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6708195091310127,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3553247909417937,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000398.json b/metadata/flat/sample_000398.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ad3fde9976dfc099a591f5ffd627f95073e2c88
--- /dev/null
+++ b/metadata/flat/sample_000398.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 398,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0011876465906063528,
+  "rq_actual": 0.0011876465906063528,
+  "ra_actual": 0.000953301445178573,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    251,
+    196
+  ],
+  "physical_dimensions": [
+    0.19131410219978592,
+    0.04634492332236765
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:10:06.274073",
+  "correlation_length": 0.04358199261277059,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7671570558828725,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42620915589018193,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000418.json b/metadata/flat/sample_000418.json
new file mode 100644
index 0000000000000000000000000000000000000000..137ac44aacff11e0ffa5f3168a3cc031c361fba1
--- /dev/null
+++ b/metadata/flat/sample_000418.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 418,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.004377917812537116,
+  "rq_actual": 0.004377917812537116,
+  "ra_actual": 0.003584379002258155,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    344,
+    155
+  ],
+  "physical_dimensions": [
+    0.1603727313673969,
+    0.04161402355023317
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:13:18.030610",
+  "correlation_length": 0.018384794584405794,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7166913890374152,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45847748587736614,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000469.json b/metadata/flat/sample_000469.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9533286b1462aac6d6ecd184e7ab5c40d793bfd
--- /dev/null
+++ b/metadata/flat/sample_000469.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 469,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.001115405930215276,
+  "rq_actual": 0.001115405930215276,
+  "ra_actual": 0.0008948757253893687,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    398,
+    119
+  ],
+  "physical_dimensions": [
+    0.15345532661319564,
+    0.031502061397037415
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.832812",
+  "correlation_length": 0.015182352973322315,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6974502734750684,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.489459495383844,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000482.json b/metadata/flat/sample_000482.json
new file mode 100644
index 0000000000000000000000000000000000000000..45ad6106885a6b9f90cf6254616ecc821d33a502
--- /dev/null
+++ b/metadata/flat/sample_000482.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 482,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0013161222361304946,
+  "rq_actual": 0.0013161222361304944,
+  "ra_actual": 0.0010840614361190377,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    263,
+    141
+  ],
+  "physical_dimensions": [
+    0.17625027438387517,
+    0.057022431040609965
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.165602",
+  "correlation_length": 0.031935362173378286,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8105035183489455,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4941284730964034,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000484.json b/metadata/flat/sample_000484.json
new file mode 100644
index 0000000000000000000000000000000000000000..f857c20ef333e813172fd418ea04af5ed6f8df88
--- /dev/null
+++ b/metadata/flat/sample_000484.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 484,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0018507248419328418,
+  "rq_actual": 0.0018507248419328418,
+  "ra_actual": 0.001532845334991659,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    306,
+    109
+  ],
+  "physical_dimensions": [
+    0.17791364212008973,
+    0.05018578813475069
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.335899",
+  "correlation_length": 0.015418734951812754,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7597112415034608,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3174842773412285,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000499.json b/metadata/flat/sample_000499.json
new file mode 100644
index 0000000000000000000000000000000000000000..18b9524e8e4073e311c70c97b0a0fe2dc424b6c1
--- /dev/null
+++ b/metadata/flat/sample_000499.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 499,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0037305664738856107,
+  "rq_actual": 0.0037305664738856107,
+  "ra_actual": 0.003077456272290546,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    342,
+    111
+  ],
+  "physical_dimensions": [
+    0.1871835293188637,
+    0.03780158486269613
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:22:27.189035",
+  "correlation_length": 0.033193525544772784,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7616295284597602,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48682254649977436,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000544.json b/metadata/flat/sample_000544.json
new file mode 100644
index 0000000000000000000000000000000000000000..646bac29baef77e2b6b60554c3c119121c07af7e
--- /dev/null
+++ b/metadata/flat/sample_000544.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 544,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.00278311412941965,
+  "rq_actual": 0.00278311412941965,
+  "ra_actual": 0.002294144242139746,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    310,
+    149
+  ],
+  "physical_dimensions": [
+    0.15709487145521062,
+    0.04288168833456042
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.531183",
+  "correlation_length_x": 0.010340022087222534,
+  "correlation_length_y": 0.005736261197769835,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.8025716979628763,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8290501208042819,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4030955240964722,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000556.json b/metadata/flat/sample_000556.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fb7d4f0556bbec846c4dd0e1d064dda9b8b7f7c
--- /dev/null
+++ b/metadata/flat/sample_000556.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 556,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0013861496966949755,
+  "rq_actual": 0.0013861496966949753,
+  "ra_actual": 0.001115377155788116,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    212,
+    161
+  ],
+  "physical_dimensions": [
+    0.19457235303120998,
+    0.09881517837682953
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.203079",
+  "correlation_length_x": 0.02835862724528346,
+  "correlation_length_y": 0.014688001262270456,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.930734259815812,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7369026944547359,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3047084675639951,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000561.json b/metadata/flat/sample_000561.json
new file mode 100644
index 0000000000000000000000000000000000000000..88e4b78f76df675f4ef5e93c2bd850f306512bf8
--- /dev/null
+++ b/metadata/flat/sample_000561.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 561,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.00194254359121457,
+  "rq_actual": 0.0019425435912145698,
+  "ra_actual": 0.001595433036129254,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    390,
+    101
+  ],
+  "physical_dimensions": [
+    0.17781306055090082,
+    0.07919082334872415
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.840781",
+  "correlation_length_x": 0.03278972457447814,
+  "correlation_length_y": 0.009459441114497182,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.466349034535016,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8455857463267428,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3379417184578225,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000571.json b/metadata/flat/sample_000571.json
new file mode 100644
index 0000000000000000000000000000000000000000..78217e1e975bfaa0255a6f820733f02fd44821a9
--- /dev/null
+++ b/metadata/flat/sample_000571.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 571,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0010147231354020595,
+  "rq_actual": 0.0010147231354020595,
+  "ra_actual": 0.0008229065894181467,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    245,
+    147
+  ],
+  "physical_dimensions": [
+    0.18265028741394884,
+    0.043049615752244426
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:31:46.026862",
+  "correlation_length": 0.02787767219570594,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7644752959538633,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3862110255798376,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000576.json b/metadata/flat/sample_000576.json
new file mode 100644
index 0000000000000000000000000000000000000000..19352c158ef391eb742e4481c9acdc0fe1d82c52
--- /dev/null
+++ b/metadata/flat/sample_000576.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 576,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0015654453214729639,
+  "rq_actual": 0.001565445321472964,
+  "ra_actual": 0.0012707788850771706,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    230,
+    150
+  ],
+  "physical_dimensions": [
+    0.1908078799244392,
+    0.09470514934037502
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:34:49.880488",
+  "correlation_length": 0.010769137377435074,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7715012178545776,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.410693397397065,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000617.json b/metadata/flat/sample_000617.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b7a3f09860281917995efa04f7c850842870377
--- /dev/null
+++ b/metadata/flat/sample_000617.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 617,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.004333009663548542,
+  "rq_actual": 0.004333009663548543,
+  "ra_actual": 0.003449672186139094,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    317,
+    164
+  ],
+  "physical_dimensions": [
+    0.1561891807505143,
+    0.06325825872791027
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.861738",
+  "correlation_length_x": 0.029302660891574458,
+  "correlation_length_y": 0.0051533082592510404,
+  "orientation": 60.0,
+  "anisotropy_ratio": 5.6861843727223835,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7795303058154034,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49674241219421605,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000630.json b/metadata/flat/sample_000630.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a50a4c73afee42205ce80162431f28eda40e281
--- /dev/null
+++ b/metadata/flat/sample_000630.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 630,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0021939090931797816,
+  "rq_actual": 0.002193909093179782,
+  "ra_actual": 0.001809513567989796,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    296,
+    170
+  ],
+  "physical_dimensions": [
+    0.1864235325899533,
+    0.046644089897625404
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.092830",
+  "correlation_length": 0.018595677028699714,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6921559476128735,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3656509270916164,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000634.json b/metadata/flat/sample_000634.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cbfd6bb82dfdd950a4a2fbd97e6906f5d201925
--- /dev/null
+++ b/metadata/flat/sample_000634.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 634,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0019405653694856556,
+  "rq_actual": 0.0019405653694856554,
+  "ra_actual": 0.001548426667589812,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    395,
+    101
+  ],
+  "physical_dimensions": [
+    0.17699751527431362,
+    0.09439353780642765
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.589182",
+  "correlation_length": 0.04701291968354275,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6660190513880937,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36722016725052053,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000659.json b/metadata/flat/sample_000659.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f8ce67da2ec79102c25be294d2c423d8be4ddae
--- /dev/null
+++ b/metadata/flat/sample_000659.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 659,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.001287248841214508,
+  "rq_actual": 0.001287248841214508,
+  "ra_actual": 0.0010447778328448913,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    362,
+    133
+  ],
+  "physical_dimensions": [
+    0.16987428429887733,
+    0.04856709136480712
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.099478",
+  "correlation_length": 0.020911570411459704,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8021440816212189,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3967183897079603,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000661.json b/metadata/flat/sample_000661.json
new file mode 100644
index 0000000000000000000000000000000000000000..435a723e2c14dae6f24c1b074faf7962138105e5
--- /dev/null
+++ b/metadata/flat/sample_000661.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 661,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0015894198151387947,
+  "rq_actual": 0.0015894198151387947,
+  "ra_actual": 0.0013057662690191235,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    297,
+    113
+  ],
+  "physical_dimensions": [
+    0.1892511695642547,
+    0.03821091923029943
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.286349",
+  "correlation_length_x": 0.0630494926245416,
+  "correlation_length_y": 0.0035048629100555635,
+  "orientation": 87.25251331241238,
+  "anisotropy_ratio": 17.989146577930505,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7948764441156714,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3831101022426995,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000681.json b/metadata/flat/sample_000681.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe493dcdd12ddd9e00a608293f233e1fc7c0ba0b
--- /dev/null
+++ b/metadata/flat/sample_000681.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 681,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.004080549084762233,
+  "rq_actual": 0.004080549084762233,
+  "ra_actual": 0.0033391887840947872,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    313,
+    109
+  ],
+  "physical_dimensions": [
+    0.18456129964461274,
+    0.07681540781323866
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.632388",
+  "correlation_length": 0.05971589761190974,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8228196002097622,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4098688725293072,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000689.json b/metadata/flat/sample_000689.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f2b268bbf0a753dc2fd462f2a3ce785c310b991
--- /dev/null
+++ b/metadata/flat/sample_000689.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 689,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0007575168979246294,
+  "rq_actual": 0.0007575168979246294,
+  "ra_actual": 0.0006088191380142693,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    266,
+    118
+  ],
+  "physical_dimensions": [
+    0.15057257563891566,
+    0.0698825134517786
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.516431",
+  "correlation_length_x": 0.2553887689768318,
+  "correlation_length_y": 0.01563105266004819,
+  "orientation": 140.87228339617508,
+  "anisotropy_ratio": 16.338552145600953,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8492218667918329,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3698310483478934,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000733.json b/metadata/flat/sample_000733.json
new file mode 100644
index 0000000000000000000000000000000000000000..af37ce04bfb671ae300f31b9466c65d0be0d195b
--- /dev/null
+++ b/metadata/flat/sample_000733.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 733,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0020399732818259745,
+  "rq_actual": 0.0020399732818259745,
+  "ra_actual": 0.0016645194871667953,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    230,
+    108
+  ],
+  "physical_dimensions": [
+    0.18483351224564296,
+    0.05549341089718012
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.694432",
+  "correlation_length_x": 0.014745805827503951,
+  "correlation_length_y": 0.013405978913878992,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.0999424900062955,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6691950077325254,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3241650354403758,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000753.json b/metadata/flat/sample_000753.json
new file mode 100644
index 0000000000000000000000000000000000000000..706b345a8a348ace4ee50b03050804860a4c80b0
--- /dev/null
+++ b/metadata/flat/sample_000753.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 753,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0028208591481255676,
+  "rq_actual": 0.0028208591481255676,
+  "ra_actual": 0.0022646294765328225,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    386,
+    127
+  ],
+  "physical_dimensions": [
+    0.15111151632776762,
+    0.05655012070594533
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:56:00.101191",
+  "correlation_length_x": 0.03296372718237516,
+  "correlation_length_y": 0.024004283414430828,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.373243542132073,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6975819853835474,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4195052678207952,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000763.json b/metadata/flat/sample_000763.json
new file mode 100644
index 0000000000000000000000000000000000000000..c0866fb8b4d37c41c63f70edab51b1211719374a
--- /dev/null
+++ b/metadata/flat/sample_000763.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 763,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0010858234166629282,
+  "rq_actual": 0.0010858234166629282,
+  "ra_actual": 0.0008888372600382477,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    240,
+    152
+  ],
+  "physical_dimensions": [
+    0.16131167408979186,
+    0.039307763890313145
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.441763",
+  "correlation_length_x": 0.03224961022665135,
+  "correlation_length_y": 0.010810480372613555,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.9831801284566453,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6669253090097425,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4092395836205978,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000765.json b/metadata/flat/sample_000765.json
new file mode 100644
index 0000000000000000000000000000000000000000..6416e1688918e5bf77c5ee87a0e18c68f94e7702
--- /dev/null
+++ b/metadata/flat/sample_000765.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 765,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0012451655560065738,
+  "rq_actual": 0.0012451655560065738,
+  "ra_actual": 0.0010147415051881127,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    384,
+    126
+  ],
+  "physical_dimensions": [
+    0.16449611042221127,
+    0.0470713261230633
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.678838",
+  "correlation_length": 0.033923743328197746,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8452560234557773,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44085649333465576,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000782.json b/metadata/flat/sample_000782.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab3c0f00a85bf96af677fea44ee121f1aeb87b6d
--- /dev/null
+++ b/metadata/flat/sample_000782.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 782,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.00464712782042059,
+  "rq_actual": 0.00464712782042059,
+  "ra_actual": 0.003676362568696928,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    282,
+    102
+  ],
+  "physical_dimensions": [
+    0.18336452171039755,
+    0.07700196335675502
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.689616",
+  "correlation_length": 0.07063492974870784,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.695009742949516,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3665762266837928,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000788.json b/metadata/flat/sample_000788.json
new file mode 100644
index 0000000000000000000000000000000000000000..690609893466921725a2c6ad07e94a73d2262dfa
--- /dev/null
+++ b/metadata/flat/sample_000788.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 788,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0032639653076923653,
+  "rq_actual": 0.0032639653076923653,
+  "ra_actual": 0.002678481652816753,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    358,
+    152
+  ],
+  "physical_dimensions": [
+    0.1841402503679828,
+    0.05907572998947216
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T03:59:23.390392",
+  "correlation_length_x": 0.0253840908767934,
+  "correlation_length_y": 0.0021249217176100258,
+  "orientation": 72.37661670892058,
+  "anisotropy_ratio": 11.945894602340354,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8146096055450917,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.415818100980572,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000808.json b/metadata/flat/sample_000808.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fb6b84e13497966017288a7a84fb731d727f338
--- /dev/null
+++ b/metadata/flat/sample_000808.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 808,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002463758700449935,
+  "rq_actual": 0.0024637587004499345,
+  "ra_actual": 0.0020117757372942924,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    219,
+    126
+  ],
+  "physical_dimensions": [
+    0.1755560683289826,
+    0.057036912290385273
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.676134",
+  "correlation_length": 0.024095295995814676,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7340989446603884,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4325133426396234,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000819.json b/metadata/flat/sample_000819.json
new file mode 100644
index 0000000000000000000000000000000000000000..67d3638fa36d00c24bf11d3e25b0c6289366ed7f
--- /dev/null
+++ b/metadata/flat/sample_000819.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 819,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002502140575148485,
+  "rq_actual": 0.002502140575148485,
+  "ra_actual": 0.002038586679753184,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    294,
+    149
+  ],
+  "physical_dimensions": [
+    0.18646279775186095,
+    0.06975290706386388
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.996990",
+  "correlation_length": 0.05187986820929399,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.710262330183127,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4172156454211201,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000847.json b/metadata/flat/sample_000847.json
new file mode 100644
index 0000000000000000000000000000000000000000..70725b721561a84b7aec5d2f6b6d880e9d3a9310
--- /dev/null
+++ b/metadata/flat/sample_000847.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 847,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0028089961001533997,
+  "rq_actual": 0.0028089961001533997,
+  "ra_actual": 0.002299457528219583,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    244,
+    121
+  ],
+  "physical_dimensions": [
+    0.18693295235654916,
+    0.03746857259644967
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:05:26.311607",
+  "correlation_length_x": 0.020024959145766574,
+  "correlation_length_y": 0.009356715872484624,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.140169629886288,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7931219900220877,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4270938891067833,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000850.json b/metadata/flat/sample_000850.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fe6be02740486994513f5832c4ad01aeb8208bc
--- /dev/null
+++ b/metadata/flat/sample_000850.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 850,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.001129858987045579,
+  "rq_actual": 0.001129858987045579,
+  "ra_actual": 0.0009214053865649878,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    399,
+    166
+  ],
+  "physical_dimensions": [
+    0.17763637551994937,
+    0.10239778991957976
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:08:20.525248",
+  "correlation_length": 0.01864251188023486,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.809884270521941,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4758038871940596,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000852.json b/metadata/flat/sample_000852.json
new file mode 100644
index 0000000000000000000000000000000000000000..0156f5f45d22a159292a1e567a1e2c00e63b99dd
--- /dev/null
+++ b/metadata/flat/sample_000852.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 852,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0022994100295992735,
+  "rq_actual": 0.0022994100295992735,
+  "ra_actual": 0.0018602682090206886,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    235,
+    105
+  ],
+  "physical_dimensions": [
+    0.19253190497009268,
+    0.08615676655381614
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:08:20.697437",
+  "correlation_length": 0.018831773716967235,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.720283477759699,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44880929413975434,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000856.json b/metadata/flat/sample_000856.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ef35e3d6d7a500006d2299b453e53280ed8da77
--- /dev/null
+++ b/metadata/flat/sample_000856.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 856,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0013915759429909995,
+  "rq_actual": 0.0013915759429909992,
+  "ra_actual": 0.0011364567582200502,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    244,
+    162
+  ],
+  "physical_dimensions": [
+    0.16386850366641895,
+    0.10066103824688707
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.108826",
+  "correlation_length": 0.051415314446039494,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7692156291502145,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4346023801505191,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000865.json b/metadata/flat/sample_000865.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe9e4145701b1dd9a2af01c46d87cc663ae9cb3e
--- /dev/null
+++ b/metadata/flat/sample_000865.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 865,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0015815253708477263,
+  "rq_actual": 0.0015815253708477263,
+  "ra_actual": 0.0012874050579033019,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    222,
+    169
+  ],
+  "physical_dimensions": [
+    0.195689243793484,
+    0.05657816956077652
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.117228",
+  "correlation_length": 0.019367183762531534,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8122951850904914,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4325671920433821,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000867.json b/metadata/flat/sample_000867.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4aac5244e90ee4e347dfdcd99014b92084ac50d
--- /dev/null
+++ b/metadata/flat/sample_000867.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 867,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0032311613461984546,
+  "rq_actual": 0.0032311613461984546,
+  "ra_actual": 0.002670395725715842,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    369,
+    106
+  ],
+  "physical_dimensions": [
+    0.1723092583537828,
+    0.08064087179321065
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.350765",
+  "correlation_length_x": 0.012703677699437246,
+  "correlation_length_y": 0.009973192856651108,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.2737824167277765,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6636186703431988,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36050902771336973,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000874.json b/metadata/flat/sample_000874.json
new file mode 100644
index 0000000000000000000000000000000000000000..34200cac575ee476c6720761c361d05ab82493cc
--- /dev/null
+++ b/metadata/flat/sample_000874.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 874,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0017274430965504794,
+  "rq_actual": 0.0017274430965504794,
+  "ra_actual": 0.00142836890606957,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    388,
+    105
+  ],
+  "physical_dimensions": [
+    0.17129669410537254,
+    0.10781159460534143
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:08:23.153685",
+  "correlation_length": 0.03557572382110008,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.683340254228139,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46942578719205225,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000894.json b/metadata/flat/sample_000894.json
new file mode 100644
index 0000000000000000000000000000000000000000..870a00e5fecc294778fd50ebb8998d8b90c4790c
--- /dev/null
+++ b/metadata/flat/sample_000894.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 894,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0020933430647845797,
+  "rq_actual": 0.0020933430647845797,
+  "ra_actual": 0.0017194829779039935,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    387,
+    163
+  ],
+  "physical_dimensions": [
+    0.17168466977228888,
+    0.04472937503978524
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:11:14.264764",
+  "correlation_length_x": 0.046599858107733025,
+  "correlation_length_y": 0.003104897794183004,
+  "orientation": 45.0,
+  "anisotropy_ratio": 15.008499859492124,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7309011336098431,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36002395959122635,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000911.json b/metadata/flat/sample_000911.json
new file mode 100644
index 0000000000000000000000000000000000000000..194f6a994f4d31a92e808b134529c3b64e79a1c9
--- /dev/null
+++ b/metadata/flat/sample_000911.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 911,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0012460509680400063,
+  "rq_actual": 0.0012460509680400063,
+  "ra_actual": 0.0010075446268873584,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    396,
+    154
+  ],
+  "physical_dimensions": [
+    0.19835412748586048,
+    0.0813519306491094
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:14:11.382093",
+  "correlation_length": 0.03655002733530922,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6842235672955594,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.302029455305381,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000923.json b/metadata/flat/sample_000923.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1744c1b059eccb3c90ef91524dbef77c8a5b4cd
--- /dev/null
+++ b/metadata/flat/sample_000923.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 923,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002752671128743073,
+  "rq_actual": 0.002752671128743073,
+  "ra_actual": 0.0021912197719209403,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    211,
+    179
+  ],
+  "physical_dimensions": [
+    0.18998629323452276,
+    0.044188064905373074
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:14:13.081593",
+  "correlation_length_x": 0.012693960296046542,
+  "correlation_length_y": 0.005446255908079647,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.3307682397396636,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6589464595265319,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31324782061274986,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000939.json b/metadata/flat/sample_000939.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d4273876fa36bad8bb44766c5b7ae89a844eacb
--- /dev/null
+++ b/metadata/flat/sample_000939.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 939,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0014669091026517623,
+  "rq_actual": 0.001466909102651762,
+  "ra_actual": 0.0011906002371658427,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    220,
+    126
+  ],
+  "physical_dimensions": [
+    0.1511923304831268,
+    0.04297913499293516
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.360628",
+  "correlation_length": 0.010755035381893614,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6954213938814198,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41917121660949724,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000958.json b/metadata/flat/sample_000958.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c5603932af372505f25858238f7eab7df75e93e
--- /dev/null
+++ b/metadata/flat/sample_000958.json
@@ -0,0 +1,42 @@
+{
+  "sample_id": 958,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0012678871287054407,
+  "rq_actual": 0.0012678871287054405,
+  "ra_actual": 0.001028495419474543,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    240,
+    121
+  ],
+  "physical_dimensions": [
+    0.18329022170913994,
+    0.08803599636300402
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.705589",
+  "correlation_length": 0.039956931472064375,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6832425964461664,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49420483225100614,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000972.json b/metadata/flat/sample_000972.json
new file mode 100644
index 0000000000000000000000000000000000000000..160776bce07b3c0b14e85cbac2e16e40a3562ff0
--- /dev/null
+++ b/metadata/flat/sample_000972.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 972,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.002110886601849974,
+  "rq_actual": 0.002110886601849974,
+  "ra_actual": 0.001750014896640425,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    239,
+    141
+  ],
+  "physical_dimensions": [
+    0.17334109283918833,
+    0.042652803400976276
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:20:27.394695",
+  "correlation_length_x": 0.026315315486937763,
+  "correlation_length_y": 0.0015056564096079291,
+  "orientation": 164.82587210874846,
+  "anisotropy_ratio": 17.477636543778427,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7154023103745959,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41119140507321605,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/flat/sample_000980.json b/metadata/flat/sample_000980.json
new file mode 100644
index 0000000000000000000000000000000000000000..36a6f448567d6fa03f26f8e6f02bdc60cdb7ff3f
--- /dev/null
+++ b/metadata/flat/sample_000980.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 980,
+  "geometry_type": "flat",
+  "geometry_parameters": {
+    "type": "flat"
+  },
+  "rq_target": 0.0011587670001450801,
+  "rq_actual": 0.0011587670001450801,
+  "ra_actual": 0.0009262445619580389,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    208,
+    193
+  ],
+  "physical_dimensions": [
+    0.15947063926191396,
+    0.05973010587366002
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0,
+    "max_slope": 0.0,
+    "height_range": 0.0,
+    "mean_height": 0.0,
+    "std_height": 0.0
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.346337",
+  "correlation_length_x": 0.04046731058115071,
+  "correlation_length_y": 0.002900914407400077,
+  "orientation": 69.1777142241526,
+  "anisotropy_ratio": 13.94984646148841,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6972116259671128,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45178892296100637,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000000.json b/metadata/naca_airfoil/sample_000000.json
new file mode 100644
index 0000000000000000000000000000000000000000..377460d067dd484586c531c08a1adc699e0c3e6b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000000.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 0,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.4584240780013928,
+    "thickness_scale": 1.10361433821554
+  },
+  "rq_target": 0.003534361652455985,
+  "rq_actual": 0.0035343616524559853,
+  "ra_actual": 0.0028650780347476493,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    256,
+    183
+  ],
+  "physical_dimensions": [
+    0.16442368704932234,
+    0.05849523201452501
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008396416622559246,
+    "max_slope": 0.015544973850567155,
+    "height_range": 0.16813947509415741,
+    "mean_height": 0.019369384493523833,
+    "std_height": 0.0366529667644485
+  },
+  "generation_timestamp": "2025-11-08T02:23:26.122934",
+  "correlation_length_x": 0.03476372635115845,
+  "correlation_length_y": 0.024592112803779754,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.4136128371131798,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7793329838234326,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43863504229138495,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000001.json b/metadata/naca_airfoil/sample_000001.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e88dc27d89df05902226b57a5badc531fcd98a2
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000001.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 1,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.5562311216881035,
+    "thickness_scale": 1.1730202619450765
+  },
+  "rq_target": 0.0009405189650195227,
+  "rq_actual": 0.0009405189650195228,
+  "ra_actual": 0.000767859414652796,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    350,
+    180
+  ],
+  "physical_dimensions": [
+    0.1824741156484149,
+    0.0377988840829547
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004787489277575825,
+    "max_slope": 0.008197008702842875,
+    "height_range": 0.10560179342840878,
+    "mean_height": 0.0,
+    "std_height": 0.022710862404672842
+  },
+  "generation_timestamp": "2025-11-08T02:23:26.273972",
+  "correlation_length": 0.00665910935581484,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8142480712664811,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33782884819095604,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000002.json b/metadata/naca_airfoil/sample_000002.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c19b78df8087793db01df5b15679d993312e04f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000002.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 2,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.157347004268094,
+    "thickness_scale": 1.0769132440534193
+  },
+  "rq_target": 0.0018528148491159906,
+  "rq_actual": 0.0018528148491159906,
+  "ra_actual": 0.0015243195578749978,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    251,
+    193
+  ],
+  "physical_dimensions": [
+    0.15214502369972768,
+    0.037455888208185455
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009134034083520474,
+    "max_slope": 0.01770574342605695,
+    "height_range": 0.1939001671546464,
+    "mean_height": -4.6936332482140256e-18,
+    "std_height": 0.04166089705809743
+  },
+  "generation_timestamp": "2025-11-08T02:23:26.402794",
+  "correlation_length": 0.03977714020875097,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7063607908247069,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47775667316141934,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000004.json b/metadata/naca_airfoil/sample_000004.json
new file mode 100644
index 0000000000000000000000000000000000000000..a12a16dee8c1f8015f6e2387caa81ca0fa499bec
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000004.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 4,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.8323872574850584,
+    "thickness_scale": 1.058767802097509
+  },
+  "rq_target": 0.0023829329046170435,
+  "rq_actual": 0.0023829329046170435,
+  "ra_actual": 0.0019365040551647518,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    204,
+    115
+  ],
+  "physical_dimensions": [
+    0.16040047337288585,
+    0.07839460351297968
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001499385511365782,
+    "max_slope": 0.015529337903718058,
+    "height_range": 0.18620768937104804,
+    "mean_height": 0.07293435575117042,
+    "std_height": 0.042963098929141366
+  },
+  "generation_timestamp": "2025-11-08T02:23:26.610142",
+  "correlation_length": 0.041022422445350995,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6812454968123581,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42533837287383364,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000008.json b/metadata/naca_airfoil/sample_000008.json
new file mode 100644
index 0000000000000000000000000000000000000000..38989d8299fb4e829f5775fbddc496615550a451
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000008.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 8,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.6320095228046105,
+    "thickness_scale": 1.1282397297323359
+  },
+  "rq_target": 0.002379634010223623,
+  "rq_actual": 0.002379634010223623,
+  "ra_actual": 0.0019365851806790349,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    225,
+    112
+  ],
+  "physical_dimensions": [
+    0.1584408149326936,
+    0.04396367912997987
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013973816878448079,
+    "max_slope": 0.0177531983927969,
+    "height_range": 0.1856954475646425,
+    "mean_height": 0.04332593095383669,
+    "std_height": 0.04144676733836393
+  },
+  "generation_timestamp": "2025-11-08T02:23:27.025789",
+  "correlation_length_x": 0.01305054277940689,
+  "correlation_length_y": 0.002424832417178487,
+  "orientation": 79.72545546520301,
+  "anisotropy_ratio": 5.38203905843208,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8113145914241233,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4728074472521425,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000009.json b/metadata/naca_airfoil/sample_000009.json
new file mode 100644
index 0000000000000000000000000000000000000000..841305bf7fbc0acd0b4f6e353669e92c1603c378
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000009.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 9,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.3335180705673817,
+    "thickness_scale": 1.1398350645073505
+  },
+  "rq_target": 0.002525036954836463,
+  "rq_actual": 0.002525036954836463,
+  "ra_actual": 0.002093622022632728,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    233,
+    125
+  ],
+  "physical_dimensions": [
+    0.17590220996247607,
+    0.04421593215945306
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011870899821446994,
+    "max_slope": 0.0146701049440294,
+    "height_range": 0.16857933165581968,
+    "mean_height": 0.05311076444420725,
+    "std_height": 0.03804803200058694
+  },
+  "generation_timestamp": "2025-11-08T02:23:27.106827",
+  "correlation_length": 0.09743191489627419,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8395007473714149,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3735407559146312,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000013.json b/metadata/naca_airfoil/sample_000013.json
new file mode 100644
index 0000000000000000000000000000000000000000..29f6ebd14cb227d87aac1877abf6a449769009c0
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000013.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 13,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.7386241174466615,
+    "thickness_scale": 1.0350053425057013
+  },
+  "rq_target": 0.000828555450399069,
+  "rq_actual": 0.0008285554503990689,
+  "ra_actual": 0.0006836209792932976,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    314,
+    146
+  ],
+  "physical_dimensions": [
+    0.18160907389163736,
+    0.08096029578001047
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010223706703908152,
+    "max_slope": 0.015253991746837066,
+    "height_range": 0.18635442538455868,
+    "mean_height": 0.0,
+    "std_height": 0.0401227508751553
+  },
+  "generation_timestamp": "2025-11-08T02:23:27.509836",
+  "correlation_length": 0.045535246280793126,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7362717903060285,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31283712869186836,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000016.json b/metadata/naca_airfoil/sample_000016.json
new file mode 100644
index 0000000000000000000000000000000000000000..17c0fcf84051f9549fcd08807af4612c0c83f9f1
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000016.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 16,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.9124890110812907,
+    "thickness_scale": 1.1386699334651504
+  },
+  "rq_target": 0.0020683717587575284,
+  "rq_actual": 0.0020683717587575284,
+  "ra_actual": 0.0016802638671461626,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    387,
+    194
+  ],
+  "physical_dimensions": [
+    0.15907502398194778,
+    0.06202123215991953
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007481525082518422,
+    "max_slope": 0.01311860487052386,
+    "height_range": 0.1754565534253699,
+    "mean_height": 0.025433784590330636,
+    "std_height": 0.03848033305359274
+  },
+  "generation_timestamp": "2025-11-08T02:23:27.975766",
+  "correlation_length": 0.012001701383048192,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7502818876507397,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4005723562048247,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000021.json b/metadata/naca_airfoil/sample_000021.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fcd174b37a535c8d2b51484205850e94c5cabf0
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000021.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 21,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.088321328253323,
+    "thickness_scale": 0.8103128390529472
+  },
+  "rq_target": 0.0005365688576057673,
+  "rq_actual": 0.0005365688576057673,
+  "ra_actual": 0.000442035675035546,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    328,
+    182
+  ],
+  "physical_dimensions": [
+    0.15317143225219818,
+    0.07703914882318208
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006654394842320012,
+    "max_slope": 0.011690387977748327,
+    "height_range": 0.1458982910231848,
+    "mean_height": 1.904429739373091e-18,
+    "std_height": 0.03137200422888255
+  },
+  "generation_timestamp": "2025-11-08T02:23:28.636982",
+  "correlation_length": 0.044281606572434073,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.790626345497367,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48171061451637287,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000023.json b/metadata/naca_airfoil/sample_000023.json
new file mode 100644
index 0000000000000000000000000000000000000000..6812f9c062abaee93bf9adb67559d4fd4b52f1f7
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000023.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 23,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.2761362361700392,
+    "thickness_scale": 0.8999981244765046
+  },
+  "rq_target": 0.0019036478000948067,
+  "rq_actual": 0.0019036478000948069,
+  "ra_actual": 0.0015406439985120367,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    248,
+    175
+  ],
+  "physical_dimensions": [
+    0.16676456081898583,
+    0.059938386105113955
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000683611331638514,
+    "max_slope": 0.012403388666672404,
+    "height_range": 0.13503855548498228,
+    "mean_height": 2.619512389898987e-18,
+    "std_height": 0.029028801204785418
+  },
+  "generation_timestamp": "2025-11-08T02:23:28.846659",
+  "correlation_length": 0.0056121303929806835,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7703337932677468,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4870440622625333,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000024.json b/metadata/naca_airfoil/sample_000024.json
new file mode 100644
index 0000000000000000000000000000000000000000..58612a73e779df0e41dc0c87801ee51d1b20dc2f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000024.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 24,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.8537168783555658,
+    "thickness_scale": 1.0341662486041903
+  },
+  "rq_target": 0.001311510095478092,
+  "rq_actual": 0.001311510095478092,
+  "ra_actual": 0.001078294259650803,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    291,
+    194
+  ],
+  "physical_dimensions": [
+    0.19348686617444835,
+    0.062490813752291666
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000570666380663626,
+    "max_slope": 0.010839078131802257,
+    "height_range": 0.12523063804332335,
+    "mean_height": 0.011343634740496602,
+    "std_height": 0.027166085421958155
+  },
+  "generation_timestamp": "2025-11-08T02:23:29.022726",
+  "correlation_length": 0.026536655197747814,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7834047206912204,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3834976238706985,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000026.json b/metadata/naca_airfoil/sample_000026.json
new file mode 100644
index 0000000000000000000000000000000000000000..b136faa7991563ab63cd82674f1218563fb99e1f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000026.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 26,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.9887186187433517,
+    "thickness_scale": 0.9387855006243674
+  },
+  "rq_target": 0.0021025843756754654,
+  "rq_actual": 0.0021025843756754654,
+  "ra_actual": 0.0017008310356590134,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    225,
+    113
+  ],
+  "physical_dimensions": [
+    0.1875948877855699,
+    0.08531468040169224
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012935359393342139,
+    "max_slope": 0.015332110632864222,
+    "height_range": 0.17141216926065952,
+    "mean_height": 0.05279570024457488,
+    "std_height": 0.038662652786202414
+  },
+  "generation_timestamp": "2025-11-08T02:26:33.051699",
+  "correlation_length": 0.05566530135732242,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6530310486792148,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3268258797708057,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000031.json b/metadata/naca_airfoil/sample_000031.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cedb6defd241943d041c676d60ce86e69b41aef
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000031.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 31,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.6673831982833338,
+    "thickness_scale": 1.0645642545777267
+  },
+  "rq_target": 0.0022528021957760112,
+  "rq_actual": 0.0022528021957760117,
+  "ra_actual": 0.001841726015888104,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    344,
+    180
+  ],
+  "physical_dimensions": [
+    0.18878168620761537,
+    0.09003175608196506
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004361342776716587,
+    "max_slope": 0.0075023506328534785,
+    "height_range": 0.09583828784307673,
+    "mean_height": 1.836027740982171e-18,
+    "std_height": 0.020610525270793684
+  },
+  "generation_timestamp": "2025-11-08T02:26:33.763473",
+  "correlation_length": 0.03838356024827387,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7087099471338242,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4660243267455658,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000035.json b/metadata/naca_airfoil/sample_000035.json
new file mode 100644
index 0000000000000000000000000000000000000000..031f466a77ed37b5cf99a9b502f48a5dc4cecff5
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000035.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 35,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.8615635857620918,
+    "thickness_scale": 0.8109678719911289
+  },
+  "rq_target": 0.003450183560610121,
+  "rq_actual": 0.0034501835606101207,
+  "ra_actual": 0.0028211923943275074,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    285,
+    191
+  ],
+  "physical_dimensions": [
+    0.16216256652670757,
+    0.037456209678010374
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003331572836171023,
+    "max_slope": 0.006265857461399883,
+    "height_range": 0.07300804245792776,
+    "mean_height": -1.0442439397594933e-18,
+    "std_height": 0.015690966843885257
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.299264",
+  "correlation_length": 0.021871475681617455,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7696035365578076,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42164307110908694,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000044.json b/metadata/naca_airfoil/sample_000044.json
new file mode 100644
index 0000000000000000000000000000000000000000..6aa0717db123d0751e3b4579a6d3315087812efc
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000044.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 44,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.692059390880965,
+    "thickness_scale": 1.1257363987599032
+  },
+  "rq_target": 0.0026415947471613863,
+  "rq_actual": 0.0026415947471613863,
+  "ra_actual": 0.0021257050568223687,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    288,
+    142
+  ],
+  "physical_dimensions": [
+    0.16869739833315392,
+    0.07012316546290798
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007790913225105652,
+    "max_slope": 0.011778099036149129,
+    "height_range": 0.13575693980056702,
+    "mean_height": 0.009195302437625662,
+    "std_height": 0.029389956929008552
+  },
+  "generation_timestamp": "2025-11-08T02:26:35.377775",
+  "correlation_length_x": 0.02682767393186188,
+  "correlation_length_y": 0.007294991694860036,
+  "orientation": 10.439520113191477,
+  "anisotropy_ratio": 3.6775468779168508,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8083182138702711,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33543920825311263,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000046.json b/metadata/naca_airfoil/sample_000046.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bcae3baef17e1e25d83632e14c8919756e7bc49
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000046.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 46,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.7374739277087667,
+    "thickness_scale": 1.0920789554172874
+  },
+  "rq_target": 0.004544915270181448,
+  "rq_actual": 0.004544915270181447,
+  "ra_actual": 0.003726652264028868,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    355,
+    149
+  ],
+  "physical_dimensions": [
+    0.17176774846143067,
+    0.0662942852916579
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00097762128680093,
+    "max_slope": 0.013609136247465844,
+    "height_range": 0.18349288541077982,
+    "mean_height": 0.04620173950856946,
+    "std_height": 0.040975023606015196
+  },
+  "generation_timestamp": "2025-11-08T02:26:35.669454",
+  "correlation_length_x": 0.08982920125795286,
+  "correlation_length_y": 0.016169444710520998,
+  "orientation": 84.77180001549898,
+  "anisotropy_ratio": 5.555490795519005,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6992723981305758,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4952908392271712,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000048.json b/metadata/naca_airfoil/sample_000048.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf07cbeb683c9aa130b4df8a052cd179b894eab2
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000048.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 48,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.6092064303773845,
+    "thickness_scale": 1.1118243185356753
+  },
+  "rq_target": 0.0032206049583339944,
+  "rq_actual": 0.0032206049583339944,
+  "ra_actual": 0.002611290705706808,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    352,
+    124
+  ],
+  "physical_dimensions": [
+    0.16852424166093566,
+    0.049370128590483904
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008534303892030815,
+    "max_slope": 0.010787142607185697,
+    "height_range": 0.1377510137967951,
+    "mean_height": 0.021394950073734376,
+    "std_height": 0.030348820782889387
+  },
+  "generation_timestamp": "2025-11-08T02:26:35.921117",
+  "correlation_length_x": 0.01469665755356119,
+  "correlation_length_y": 0.02361608248216149,
+  "orientation": 90.0,
+  "anisotropy_ratio": 0.6223156429379163,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7758915878222125,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49766742320449653,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000058.json b/metadata/naca_airfoil/sample_000058.json
new file mode 100644
index 0000000000000000000000000000000000000000..d11dfebcc42a61863467366d3919d942564973d7
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000058.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 58,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.523544051486246,
+    "thickness_scale": 0.9886740850695558
+  },
+  "rq_target": 0.0024782987862416723,
+  "rq_actual": 0.0024782987862416723,
+  "ra_actual": 0.002075208023480719,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    213,
+    104
+  ],
+  "physical_dimensions": [
+    0.17430854178724142,
+    0.10511307581269666
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001330195201930328,
+    "max_slope": 0.016102516378373795,
+    "height_range": 0.16490721807383446,
+    "mean_height": 0.04043616276969725,
+    "std_height": 0.0368855868661729
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.373840",
+  "correlation_length_x": 0.03581138535711415,
+  "correlation_length_y": 0.004212949605103751,
+  "orientation": 15.0,
+  "anisotropy_ratio": 8.50031182754493,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7322173554169691,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.405710819457174,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000059.json b/metadata/naca_airfoil/sample_000059.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c78588aa52abdc03e03e91d1a22fd97edde0819
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000059.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 59,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.5756225493824796,
+    "thickness_scale": 1.1274502693586943
+  },
+  "rq_target": 0.003487364650961129,
+  "rq_actual": 0.003487364650961129,
+  "ra_actual": 0.0028195595880677487,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    292,
+    142
+  ],
+  "physical_dimensions": [
+    0.1636712619228906,
+    0.0620282644432642
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011557363068659112,
+    "max_slope": 0.017216966567708988,
+    "height_range": 0.2029989076265919,
+    "mean_height": 2.7418203193521133e-18,
+    "std_height": 0.04370957514135165
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.503777",
+  "correlation_length_x": 0.018677801976789955,
+  "correlation_length_y": 0.006221351589437435,
+  "orientation": 60.0,
+  "anisotropy_ratio": 3.002209681976661,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6984870946414705,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42040026928917607,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000061.json b/metadata/naca_airfoil/sample_000061.json
new file mode 100644
index 0000000000000000000000000000000000000000..320289c604d88f6bc4d78711d85208b215db9e69
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000061.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 61,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.9901563295819213,
+    "thickness_scale": 1.1331574998545304
+  },
+  "rq_target": 0.0030528664084811105,
+  "rq_actual": 0.0030528664084811105,
+  "ra_actual": 0.0024714656234390868,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    286,
+    107
+  ],
+  "physical_dimensions": [
+    0.179668887803769,
+    0.07334257369559823
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010385936756483556,
+    "max_slope": 0.012348912627192479,
+    "height_range": 0.14295876305873687,
+    "mean_height": 0.026442297434389493,
+    "std_height": 0.03169297215151266
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.706733",
+  "correlation_length": 0.05768233249769767,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7889529217328058,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37362891895175876,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000071.json b/metadata/naca_airfoil/sample_000071.json
new file mode 100644
index 0000000000000000000000000000000000000000..0369e6d37750439d7f0c5447f9960991b974d63f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000071.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 71,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.517033979035078,
+    "thickness_scale": 1.0893535556608165
+  },
+  "rq_target": 0.004294370256181363,
+  "rq_actual": 0.004294370256181363,
+  "ra_actual": 0.003576702526790562,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    339,
+    156
+  ],
+  "physical_dimensions": [
+    0.194060215996557,
+    0.08838979010692925
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009328093474963524,
+    "max_slope": 0.013781423957738986,
+    "height_range": 0.17799315053053105,
+    "mean_height": 0.04033453771824021,
+    "std_height": 0.039608373481363826
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.875464",
+  "correlation_length": 0.021491764410914185,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6929292166115408,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46505076501053755,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000072.json b/metadata/naca_airfoil/sample_000072.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d2f78fd628d576a05a7c0ae146cac0a19ec695d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000072.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 72,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.8896355698026148,
+    "thickness_scale": 1.1443322662210904
+  },
+  "rq_target": 0.0010140032374227695,
+  "rq_actual": 0.0010140032374227695,
+  "ra_actual": 0.0008204087757885164,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    263,
+    143
+  ],
+  "physical_dimensions": [
+    0.15177460682035238,
+    0.0998959183044585
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012375392696821733,
+    "max_slope": 0.01441365767159163,
+    "height_range": 0.19649259455857906,
+    "mean_height": 0.07529688275744716,
+    "std_height": 0.04510455414617917
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.979142",
+  "correlation_length": 0.02783802167544077,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7365762213391195,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48630520407404304,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000080.json b/metadata/naca_airfoil/sample_000080.json
new file mode 100644
index 0000000000000000000000000000000000000000..a70ec1255e04cdfc333309976c9da6c7985f4f85
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000080.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 80,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.950308242145311,
+    "thickness_scale": 0.9042201337297754
+  },
+  "rq_target": 0.0006447144557777115,
+  "rq_actual": 0.0006447144557777114,
+  "ra_actual": 0.0005153281428598299,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    247,
+    154
+  ],
+  "physical_dimensions": [
+    0.16490105275010492,
+    0.03647557768723473
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010241846891153807,
+    "max_slope": 0.014063709138237656,
+    "height_range": 0.16615481299179347,
+    "mean_height": 0.051796768744025036,
+    "std_height": 0.037439127529146986
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.090935",
+  "correlation_length_x": 0.00809092153336331,
+  "correlation_length_y": 0.003912144300477742,
+  "orientation": 91.90287533898046,
+  "anisotropy_ratio": 2.068155188543343,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7963786529377628,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33359686387203563,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000082.json b/metadata/naca_airfoil/sample_000082.json
new file mode 100644
index 0000000000000000000000000000000000000000..c20940128c77a7affe5bda2a94334c1db0cb8ab8
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000082.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 82,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.7597054337967974,
+    "thickness_scale": 0.8892765949715784
+  },
+  "rq_target": 0.004187149541657478,
+  "rq_actual": 0.004187149541657478,
+  "ra_actual": 0.0034824793183881736,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    271,
+    150
+  ],
+  "physical_dimensions": [
+    0.19679865540732575,
+    0.07403614063176658
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000658728136703766,
+    "max_slope": 0.010038036732297816,
+    "height_range": 0.11396287693937561,
+    "mean_height": 0.02337582672266284,
+    "std_height": 0.025287486483376802
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.321859",
+  "correlation_length": 0.04055451728175134,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6859322948998791,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4490559505945423,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000083.json b/metadata/naca_airfoil/sample_000083.json
new file mode 100644
index 0000000000000000000000000000000000000000..a72c254354d8872e86ffc664511d4838ae8df623
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000083.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 83,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.2043939241144315,
+    "thickness_scale": 0.9232031261070826
+  },
+  "rq_target": 0.0031655795589895343,
+  "rq_actual": 0.0031655795589895343,
+  "ra_actual": 0.0025448573381439184,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    209,
+    123
+  ],
+  "physical_dimensions": [
+    0.17291747503185623,
+    0.10039017143190401
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001080964631006172,
+    "max_slope": 0.01498008029647432,
+    "height_range": 0.14912837638146753,
+    "mean_height": 0.031962731344873076,
+    "std_height": 0.033174926836058605
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.394128",
+  "correlation_length": 0.04891396129280097,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6838258473367429,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4602499443421621,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000084.json b/metadata/naca_airfoil/sample_000084.json
new file mode 100644
index 0000000000000000000000000000000000000000..de4db307204ffb0988c88419ddd97285b6b8f84d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000084.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 84,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.2289305404581479,
+    "thickness_scale": 0.8709177176688566
+  },
+  "rq_target": 0.0008257028554981023,
+  "rq_actual": 0.0008257028554981024,
+  "ra_actual": 0.0006796170881613393,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    261,
+    102
+  ],
+  "physical_dimensions": [
+    0.18193844264603226,
+    0.07028888997507125
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005994763943886017,
+    "max_slope": 0.007024317327140531,
+    "height_range": 0.07840515100284055,
+    "mean_height": -2.1352046751111116e-18,
+    "std_height": 0.01692529760554548
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.463741",
+  "correlation_length": 0.04932461370896779,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6528036983562672,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49833958349950985,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000085.json b/metadata/naca_airfoil/sample_000085.json
new file mode 100644
index 0000000000000000000000000000000000000000..26b233117c71ba202680e4367eac745e4651f7f1
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000085.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 85,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.171318984967837,
+    "thickness_scale": 1.1397338436231264
+  },
+  "rq_target": 0.004347799659907909,
+  "rq_actual": 0.004347799659907909,
+  "ra_actual": 0.0034869644877919275,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    355,
+    182
+  ],
+  "physical_dimensions": [
+    0.1901886218410036,
+    0.07209189221980111
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006304968778315769,
+    "max_slope": 0.010875436624011399,
+    "height_range": 0.13878225241581704,
+    "mean_height": 0.015573463797609575,
+    "std_height": 0.03024747194036048
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.618198",
+  "correlation_length_x": 0.022956802688717446,
+  "correlation_length_y": 0.0029147054224904446,
+  "orientation": 3.885433753652787,
+  "anisotropy_ratio": 7.876199945139638,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8434442349486261,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3832920845494134,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000087.json b/metadata/naca_airfoil/sample_000087.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2343fcd5e1773b7579667c6513f45a76711514e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000087.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 87,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.7704986966724674,
+    "thickness_scale": 0.9346733218858749
+  },
+  "rq_target": 0.0028961143952587133,
+  "rq_actual": 0.0028961143952587133,
+  "ra_actual": 0.002410676039268616,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    257,
+    155
+  ],
+  "physical_dimensions": [
+    0.18417661277911218,
+    0.049357905379998075
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000628153861212406,
+    "max_slope": 0.010426905607890224,
+    "height_range": 0.11318024954855632,
+    "mean_height": 0.010233179334412385,
+    "std_height": 0.02457738056242723
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.885585",
+  "correlation_length": 0.007242976773183926,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7109849716558632,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34327007576457347,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000089.json b/metadata/naca_airfoil/sample_000089.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d7e5fdebe47532458c88bde86732a81ee3d4813
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000089.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 89,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.1411276919792102,
+    "thickness_scale": 1.161587678536658
+  },
+  "rq_target": 0.0014834549264014054,
+  "rq_actual": 0.0014834549264014054,
+  "ra_actual": 0.001220178361655839,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    381,
+    146
+  ],
+  "physical_dimensions": [
+    0.18949163647796455,
+    0.06010356100616247
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008525336200715903,
+    "max_slope": 0.011280178887533349,
+    "height_range": 0.16225970959841624,
+    "mean_height": 0.04552497583840828,
+    "std_height": 0.03637015630730217
+  },
+  "generation_timestamp": "2025-11-08T02:32:44.160987",
+  "correlation_length_x": 0.03067692916115188,
+  "correlation_length_y": 0.01270300496025958,
+  "orientation": 19.72106162594087,
+  "anisotropy_ratio": 2.41493483290941,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8342833721572451,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39773902464112454,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000092.json b/metadata/naca_airfoil/sample_000092.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8fa35da150d47d9aba317e3d962cb6bba9bf424
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000092.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 92,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.6206881159876255,
+    "thickness_scale": 0.8768904141089561
+  },
+  "rq_target": 0.00475928797361832,
+  "rq_actual": 0.004759287973618321,
+  "ra_actual": 0.0038910482501967342,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    323,
+    153
+  ],
+  "physical_dimensions": [
+    0.16723410301949632,
+    0.040173970720906796
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007127913102598027,
+    "max_slope": 0.011005953140322173,
+    "height_range": 0.1339466032543599,
+    "mean_height": 0.016500273678392036,
+    "std_height": 0.029283169136709666
+  },
+  "generation_timestamp": "2025-11-08T02:32:44.456463",
+  "correlation_length_x": 0.08322268200005134,
+  "correlation_length_y": 0.01234004863186846,
+  "orientation": 77.19007306012524,
+  "anisotropy_ratio": 6.744112967685301,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8116734925416135,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3877030209412354,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000093.json b/metadata/naca_airfoil/sample_000093.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fd2a45824338f0e293cb744601bb20cde4afac6
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000093.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 93,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.9585239043967837,
+    "thickness_scale": 1.0395639678754627
+  },
+  "rq_target": 0.0028537755204755995,
+  "rq_actual": 0.0028537755204755995,
+  "ra_actual": 0.0023605915610400417,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    337,
+    189
+  ],
+  "physical_dimensions": [
+    0.17724057420718975,
+    0.051159503303677294
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000697847801286755,
+    "max_slope": 0.01261795094334828,
+    "height_range": 0.15705570421571005,
+    "mean_height": 0.012742277373562646,
+    "std_height": 0.034023589426790714
+  },
+  "generation_timestamp": "2025-11-08T02:32:44.600962",
+  "correlation_length": 0.06487673228229515,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8488060197678484,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3037016974698583,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000094.json b/metadata/naca_airfoil/sample_000094.json
new file mode 100644
index 0000000000000000000000000000000000000000..022cb5bf54bccac02a1b4134c8fc24f5555602df
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000094.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 94,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.5807889223706775,
+    "thickness_scale": 0.9200225506450966
+  },
+  "rq_target": 0.0005741687781542362,
+  "rq_actual": 0.0005741687781542362,
+  "ra_actual": 0.00046619090714875353,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    325,
+    140
+  ],
+  "physical_dimensions": [
+    0.18940946594808097,
+    0.04511483822715805
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009347296669340851,
+    "max_slope": 0.0133329604661911,
+    "height_range": 0.16565161031187775,
+    "mean_height": -2.498611818057495e-18,
+    "std_height": 0.03567777304280834
+  },
+  "generation_timestamp": "2025-11-08T02:32:44.733584",
+  "correlation_length": 0.02061118069830881,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8366835092351841,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4931872121782553,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000100.json b/metadata/naca_airfoil/sample_000100.json
new file mode 100644
index 0000000000000000000000000000000000000000..356cdce66ea0ced1490cd3af50d3a4ab1e211a3a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000100.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 100,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.7002540958802879,
+    "thickness_scale": 0.9464759332279773
+  },
+  "rq_target": 0.0005206952584629509,
+  "rq_actual": 0.0005206952584629509,
+  "ra_actual": 0.0004230704437442229,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    394,
+    178
+  ],
+  "physical_dimensions": [
+    0.16670692408804125,
+    0.10354453507905319
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007611539535917182,
+    "max_slope": 0.012482472182615164,
+    "height_range": 0.17041459696546615,
+    "mean_height": 6.484163447305996e-18,
+    "std_height": 0.036657659963956465
+  },
+  "generation_timestamp": "2025-11-08T02:35:56.675705",
+  "correlation_length_x": 0.15153696649570209,
+  "correlation_length_y": 0.030185550372131643,
+  "orientation": 176.14180912947756,
+  "anisotropy_ratio": 5.020182326561331,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7077310740281411,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40136093383414423,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000104.json b/metadata/naca_airfoil/sample_000104.json
new file mode 100644
index 0000000000000000000000000000000000000000..060e0e56b2931064db3a654a45f67868593a716b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000104.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 104,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.7713283107877889,
+    "thickness_scale": 0.8538537946084055
+  },
+  "rq_target": 0.0031370068088280864,
+  "rq_actual": 0.0031370068088280864,
+  "ra_actual": 0.002583868228583152,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    325,
+    113
+  ],
+  "physical_dimensions": [
+    0.16327849706199637,
+    0.034914808623698126
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010413726347007508,
+    "max_slope": 0.012374043309523958,
+    "height_range": 0.15373781430532757,
+    "mean_height": 1.5478126306550855e-18,
+    "std_height": 0.03316836293960363
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.179549",
+  "correlation_length": 0.049584849248068295,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7551968029828633,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.335987235610579,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000106.json b/metadata/naca_airfoil/sample_000106.json
new file mode 100644
index 0000000000000000000000000000000000000000..8189aa8ace976ad882cae40c61be0c40ae1dc1b0
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000106.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 106,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.891227275646289,
+    "thickness_scale": 1.0146225850979624
+  },
+  "rq_target": 0.0005910943595681157,
+  "rq_actual": 0.0005910943595681157,
+  "ra_actual": 0.0004876617326936927,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    223,
+    120
+  ],
+  "physical_dimensions": [
+    0.16098215314623276,
+    0.0548240804887872
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00126084642976013,
+    "max_slope": 0.017671430693257825,
+    "height_range": 0.18268196941597264,
+    "mean_height": 0.0,
+    "std_height": 0.039365076874134305
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.321821",
+  "correlation_length_x": 0.043264054725516886,
+  "correlation_length_y": 0.014969488609428424,
+  "orientation": 144.86004717411043,
+  "anisotropy_ratio": 2.8901491463287083,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8008908725200983,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4101070069185592,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000109.json b/metadata/naca_airfoil/sample_000109.json
new file mode 100644
index 0000000000000000000000000000000000000000..e01ab2cfd039835843e198c5ecb95fa2cbfa5159
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000109.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 109,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.5282564385961046,
+    "thickness_scale": 0.9058425034465359
+  },
+  "rq_target": 0.002130453211942024,
+  "rq_actual": 0.002130453211942024,
+  "ra_actual": 0.0017415547347700339,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    397,
+    126
+  ],
+  "physical_dimensions": [
+    0.17405022322841637,
+    0.09836515390401579
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009779052799675568,
+    "max_slope": 0.011902254441073833,
+    "height_range": 0.16309830934531944,
+    "mean_height": 4.545473500524411e-18,
+    "std_height": 0.035165680914855016
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.663542",
+  "correlation_length_x": 0.03728325608386492,
+  "correlation_length_y": 0.014479744554321494,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.57485592677377,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7344021109507811,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47009974943250227,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000111.json b/metadata/naca_airfoil/sample_000111.json
new file mode 100644
index 0000000000000000000000000000000000000000..63bab466aa931a737c298d559bbae40db4705ab3
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000111.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 111,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.8120245839913869,
+    "thickness_scale": 0.9663657603743119
+  },
+  "rq_target": 0.0015619443081364304,
+  "rq_actual": 0.0015619443081364304,
+  "ra_actual": 0.001283424147192771,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    379,
+    159
+  ],
+  "physical_dimensions": [
+    0.16195287314458565,
+    0.0784551050365588
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008593981045559253,
+    "max_slope": 0.01298949180992201,
+    "height_range": 0.173995398142448,
+    "mean_height": 1.8865740316558973e-18,
+    "std_height": 0.03745124425827367
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.011149",
+  "correlation_length": 0.03638685851381457,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6641035591927577,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49023532835720485,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000116.json b/metadata/naca_airfoil/sample_000116.json
new file mode 100644
index 0000000000000000000000000000000000000000..973cfc427f51c4cf9d87dae7ee19d3b38f15477e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000116.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 116,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.8607204698222186,
+    "thickness_scale": 0.9468346292937146
+  },
+  "rq_target": 0.0006853095448719957,
+  "rq_actual": 0.0006853095448719958,
+  "ra_actual": 0.0005553643366732348,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    327,
+    118
+  ],
+  "physical_dimensions": [
+    0.15665486701190443,
+    0.03632279921400864
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005555835964130195,
+    "max_slope": 0.0068402033138649666,
+    "height_range": 0.08523945088394794,
+    "mean_height": -2.94632347798725e-18,
+    "std_height": 0.01838340386342098
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.606249",
+  "correlation_length": 0.04920877586093898,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7871090508466744,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47379655455814446,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000120.json b/metadata/naca_airfoil/sample_000120.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef00ae4e7c3a1aa8c81437e098b4319879f79480
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000120.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 120,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.5031239112463877,
+    "thickness_scale": 0.8843731470091637
+  },
+  "rq_target": 0.004466148691961929,
+  "rq_actual": 0.004466148691961929,
+  "ra_actual": 0.0036313866101006977,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    249,
+    159
+  ],
+  "physical_dimensions": [
+    0.1688799519104923,
+    0.03903799565190411
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008629776992422524,
+    "max_slope": 0.014596990575905765,
+    "height_range": 0.15923174672462304,
+    "mean_height": -5.7430647228721695e-18,
+    "std_height": 0.03424976494584428
+  },
+  "generation_timestamp": "2025-11-08T02:35:59.111495",
+  "correlation_length_x": 0.0322022611176709,
+  "correlation_length_y": 0.014589400340370026,
+  "orientation": 98.24266718038413,
+  "anisotropy_ratio": 2.207236786049711,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.848018870209764,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41630122276202064,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000123.json b/metadata/naca_airfoil/sample_000123.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a498de4ba6caf87e61b53ddae409827eda6afea
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000123.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 123,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.748867861396179,
+    "thickness_scale": 1.1541287491837997
+  },
+  "rq_target": 0.002342234772691589,
+  "rq_actual": 0.002342234772691589,
+  "ra_actual": 0.0019207169540368632,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    359,
+    130
+  ],
+  "physical_dimensions": [
+    0.1563288549112761,
+    0.08292508458928467
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012287853997756833,
+    "max_slope": 0.0159307439283727,
+    "height_range": 0.2078022809044365,
+    "mean_height": 4.871945049137177e-18,
+    "std_height": 0.04478742529599386
+  },
+  "generation_timestamp": "2025-11-08T02:35:59.427479",
+  "correlation_length": 0.03266860681245768,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6922153614135345,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32569609184524223,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000127.json b/metadata/naca_airfoil/sample_000127.json
new file mode 100644
index 0000000000000000000000000000000000000000..7754048e0bcaf8df82b69537b53a37a9990e30ac
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000127.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 127,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.7788752985894027,
+    "thickness_scale": 0.8366393963430053
+  },
+  "rq_target": 0.0016958571879905442,
+  "rq_actual": 0.0016958571879905442,
+  "ra_actual": 0.001395508426797995,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    234,
+    121
+  ],
+  "physical_dimensions": [
+    0.17040210075075762,
+    0.03776176105643128
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005108524294095633,
+    "max_slope": 0.007116875221942152,
+    "height_range": 0.0753191202262948,
+    "mean_height": 0.0,
+    "std_height": 0.016230484181808294
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.171916",
+  "correlation_length_x": 0.023359930386167824,
+  "correlation_length_y": 0.004642041695434725,
+  "orientation": 35.81555708766908,
+  "anisotropy_ratio": 5.03225346061442,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7323440585918957,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4873554217893978,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000128.json b/metadata/naca_airfoil/sample_000128.json
new file mode 100644
index 0000000000000000000000000000000000000000..61baaaf7d480fef76010642332c31770459d2977
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000128.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 128,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.6025494061304426,
+    "thickness_scale": 0.8442933287351796
+  },
+  "rq_target": 0.0035139890717345115,
+  "rq_actual": 0.003513989071734512,
+  "ra_actual": 0.0028471474375909305,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    213,
+    185
+  ],
+  "physical_dimensions": [
+    0.18393598647455123,
+    0.1206665813923196
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005199803352776984,
+    "max_slope": 0.010024654098230421,
+    "height_range": 0.10134275352207853,
+    "mean_height": 1.4425433031546254e-18,
+    "std_height": 0.02177161087172424
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.268238",
+  "correlation_length_x": 0.03950155475672145,
+  "correlation_length_y": 0.013601258706986337,
+  "orientation": 60.0,
+  "anisotropy_ratio": 2.9042572902779455,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7926048493208108,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.352706231539783,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000135.json b/metadata/naca_airfoil/sample_000135.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fe535360ad736368bce79966ba32055d990186d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000135.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 135,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.6493120776609411,
+    "thickness_scale": 1.083701188813198
+  },
+  "rq_target": 0.0014249048529724974,
+  "rq_actual": 0.0014249048529724974,
+  "ra_actual": 0.0011644345747028066,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    363,
+    172
+  ],
+  "physical_dimensions": [
+    0.1579949065076244,
+    0.06004647700908915
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007587724113309118,
+    "max_slope": 0.012398062460442488,
+    "height_range": 0.16260097865163556,
+    "mean_height": 3.641707915997695e-18,
+    "std_height": 0.03498010229951897
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.115461",
+  "correlation_length": 0.06189174055006897,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8300210722213781,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4108738914015428,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000137.json b/metadata/naca_airfoil/sample_000137.json
new file mode 100644
index 0000000000000000000000000000000000000000..baa46b2240352eff0311b3799091a4f76fd32c6a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000137.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 137,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.9161571241793811,
+    "thickness_scale": 0.9686630431524279
+  },
+  "rq_target": 0.0015093881038087994,
+  "rq_actual": 0.0015093881038087994,
+  "ra_actual": 0.0012346360010683402,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    296,
+    157
+  ],
+  "physical_dimensions": [
+    0.19001854875324337,
+    0.04797762028629838
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007740395840217182,
+    "max_slope": 0.012554385470945747,
+    "height_range": 0.14640003374647742,
+    "mean_height": 0.01217401426192899,
+    "std_height": 0.031754290289004866
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.406925",
+  "correlation_length": 0.07471158880728367,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6578047185140731,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35651871425539455,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000138.json b/metadata/naca_airfoil/sample_000138.json
new file mode 100644
index 0000000000000000000000000000000000000000..915b77d0f425721042388303611e8bddeca62afc
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000138.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 138,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.0155146221687676,
+    "thickness_scale": 0.805600001348874
+  },
+  "rq_target": 0.0006298966061075974,
+  "rq_actual": 0.0006298966061075975,
+  "ra_actual": 0.0005087463630319218,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    213,
+    149
+  ],
+  "physical_dimensions": [
+    0.1685726109155942,
+    0.06079719823254955
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008619959503331304,
+    "max_slope": 0.01434784762628894,
+    "height_range": 0.1450474371799035,
+    "mean_height": 1.7910772555946693e-18,
+    "std_height": 0.03120147566729188
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.504250",
+  "correlation_length": 0.014129751234559403,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.695505625515989,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.482472956734096,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000140.json b/metadata/naca_airfoil/sample_000140.json
new file mode 100644
index 0000000000000000000000000000000000000000..2704f1394a7e49d7897518d83c35eb5fa163f5af
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000140.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 140,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.5366890220847556,
+    "thickness_scale": 1.1346994585412773
+  },
+  "rq_target": 0.0033045562195162382,
+  "rq_actual": 0.0033045562195162387,
+  "ra_actual": 0.0027184583018111004,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    382,
+    126
+  ],
+  "physical_dimensions": [
+    0.15094561131120288,
+    0.031004124379111382
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010257951913562235,
+    "max_slope": 0.012661137213976822,
+    "height_range": 0.17025367526620355,
+    "mean_height": 4.7239606798643744e-18,
+    "std_height": 0.03670660902900641
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.736075",
+  "correlation_length_x": 0.03845721475570755,
+  "correlation_length_y": 0.01028499625888091,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.73915690270674,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7994465291962265,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35639303809218603,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000143.json b/metadata/naca_airfoil/sample_000143.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c85b609a4c282015cf8f78f584f3c65ccecded7
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000143.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 143,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.2163418692216683,
+    "thickness_scale": 0.9893715198309914
+  },
+  "rq_target": 0.0009890207335379558,
+  "rq_actual": 0.0009890207335379556,
+  "ra_actual": 0.0007976708692843336,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    279,
+    122
+  ],
+  "physical_dimensions": [
+    0.1881071546486912,
+    0.07367869025075385
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001046791097238599,
+    "max_slope": 0.013744664247244527,
+    "height_range": 0.15834720708301375,
+    "mean_height": 0.03231909040088629,
+    "std_height": 0.03517560706961265
+  },
+  "generation_timestamp": "2025-11-08T02:39:10.087493",
+  "correlation_length_x": 0.023414512644341343,
+  "correlation_length_y": 0.007322380480792867,
+  "orientation": 111.1975414213855,
+  "anisotropy_ratio": 3.197664025484513,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.845804533468278,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43273009210585656,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000144.json b/metadata/naca_airfoil/sample_000144.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd6b13a4d3a1c32053f04742299f15e02a2c5289
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000144.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 144,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.7905735944126576,
+    "thickness_scale": 0.9055577857603572
+  },
+  "rq_target": 0.002664076127420227,
+  "rq_actual": 0.002664076127420227,
+  "ra_actual": 0.0021354559024370045,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    261,
+    158
+  ],
+  "physical_dimensions": [
+    0.16067456727675766,
+    0.06434854499231465
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008766961332009749,
+    "max_slope": 0.014607408062082996,
+    "height_range": 0.16304730858933972,
+    "mean_height": 5.513693085097048e-18,
+    "std_height": 0.03507487751328971
+  },
+  "generation_timestamp": "2025-11-08T02:39:10.202944",
+  "correlation_length": 0.02383912391790356,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6514539549295805,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3725737901426289,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000152.json b/metadata/naca_airfoil/sample_000152.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad957569f23db1413d83eae229f26a43d09483bf
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000152.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 152,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.724033121642072,
+    "thickness_scale": 1.1790681779964105
+  },
+  "rq_target": 0.0016319433630515266,
+  "rq_actual": 0.0016319433630515266,
+  "ra_actual": 0.001345481958980585,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    349,
+    119
+  ],
+  "physical_dimensions": [
+    0.19948012339074472,
+    0.09938564986805003
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011519375951634782,
+    "max_slope": 0.014165980963957207,
+    "height_range": 0.17921676057967595,
+    "mean_height": 0.019252061859401832,
+    "std_height": 0.03913072902965434
+  },
+  "generation_timestamp": "2025-11-08T02:42:09.688378",
+  "correlation_length": 0.030185576861917873,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7968354940218619,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3885618727000893,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000154.json b/metadata/naca_airfoil/sample_000154.json
new file mode 100644
index 0000000000000000000000000000000000000000..7de9db6e7f7bb7caeb52310e168dfafbc70fa986
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000154.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 154,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.743144756310834,
+    "thickness_scale": 0.8422126505957128
+  },
+  "rq_target": 0.0008917111696239495,
+  "rq_actual": 0.0008917111696239494,
+  "ra_actual": 0.0007309347309362625,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    295,
+    173
+  ],
+  "physical_dimensions": [
+    0.19716701399906567,
+    0.03983351782418114
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008067814860899068,
+    "max_slope": 0.011845034986890404,
+    "height_range": 0.1525622903453227,
+    "mean_height": 0.046325729392721046,
+    "std_height": 0.03430087710355919
+  },
+  "generation_timestamp": "2025-11-08T02:42:09.961392",
+  "correlation_length": 0.06303974478342318,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8347895189464737,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33255839483947663,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000159.json b/metadata/naca_airfoil/sample_000159.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0877ac9d3287da0d377b437980aa9b4c68ca316
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000159.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 159,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.5596013993805191,
+    "thickness_scale": 0.8275766912112406
+  },
+  "rq_target": 0.003160483156374082,
+  "rq_actual": 0.0031604831563740816,
+  "ra_actual": 0.0025288800637275908,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    286,
+    186
+  ],
+  "physical_dimensions": [
+    0.16741608454064827,
+    0.041349993451767625
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003462695644114129,
+    "max_slope": 0.006383254115523995,
+    "height_range": 0.07450264042962129,
+    "mean_height": 1.0685656602152044e-18,
+    "std_height": 0.016014674951506807
+  },
+  "generation_timestamp": "2025-11-08T02:42:10.579318",
+  "correlation_length_x": 0.02014761004841297,
+  "correlation_length_y": 0.005218181227779772,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.861040690030875,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6895047729098288,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3324961041239912,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000161.json b/metadata/naca_airfoil/sample_000161.json
new file mode 100644
index 0000000000000000000000000000000000000000..962c15409717bc5fd43d2d4b5a881f0259ffdc24
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000161.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 161,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.3487084794560389,
+    "thickness_scale": 1.142374970779445
+  },
+  "rq_target": 0.0026325882569363007,
+  "rq_actual": 0.002632588256936301,
+  "ra_actual": 0.0021778054533447863,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    252,
+    197
+  ],
+  "physical_dimensions": [
+    0.17984815812990698,
+    0.04843650629061497
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00047711028236157156,
+    "max_slope": 0.009372813191035743,
+    "height_range": 0.10284293991686269,
+    "mean_height": -2.290041852421562e-18,
+    "std_height": 0.022094509944381013
+  },
+  "generation_timestamp": "2025-11-08T02:42:10.878925",
+  "correlation_length": 0.06985300580273507,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7189521974514537,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4737399824140386,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000162.json b/metadata/naca_airfoil/sample_000162.json
new file mode 100644
index 0000000000000000000000000000000000000000..9575cbb114a1a7e40c5eec6652790520a5c227ee
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000162.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 162,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.3683622632357524,
+    "thickness_scale": 0.9506831121717464
+  },
+  "rq_target": 0.003114648476169757,
+  "rq_actual": 0.003114648476169757,
+  "ra_actual": 0.0025275192224210007,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    394,
+    194
+  ],
+  "physical_dimensions": [
+    0.19556252599211565,
+    0.05260799123277835
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005005776824954173,
+    "max_slope": 0.008705714996237617,
+    "height_range": 0.11773775581599338,
+    "mean_height": 0.01819840078766694,
+    "std_height": 0.02586993520414797
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.082933",
+  "correlation_length_x": 0.02959802543892424,
+  "correlation_length_y": 0.017282853572653474,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.7125658858648765,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7418232448038875,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34126866339774636,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000168.json b/metadata/naca_airfoil/sample_000168.json
new file mode 100644
index 0000000000000000000000000000000000000000..dbe40c14142ea0fbf0cda223731f7cf727d86dc3
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000168.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 168,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.6284932567100618,
+    "thickness_scale": 1.1745266880767808
+  },
+  "rq_target": 0.004813824113632604,
+  "rq_actual": 0.004813824113632605,
+  "ra_actual": 0.003893448973878647,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    289,
+    178
+  ],
+  "physical_dimensions": [
+    0.18019269308903876,
+    0.10969213343356465
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010125034019076668,
+    "max_slope": 0.01802657200084087,
+    "height_range": 0.21147448588545692,
+    "mean_height": -4.4200006889940524e-18,
+    "std_height": 0.04546902959889058
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.755331",
+  "correlation_length": 0.04310713500410223,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6595478937800615,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33977276550083463,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000173.json b/metadata/naca_airfoil/sample_000173.json
new file mode 100644
index 0000000000000000000000000000000000000000..948854eca4b672e49ac651b85cac9cee350df579
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000173.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 173,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.0518762684868082,
+    "thickness_scale": 0.9669352119857116
+  },
+  "rq_target": 0.0007138623613266291,
+  "rq_actual": 0.0007138623613266292,
+  "ra_actual": 0.0005806240103449821,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    323,
+    190
+  ],
+  "physical_dimensions": [
+    0.17366420055447795,
+    0.07574542387415041
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007711665088360058,
+    "max_slope": 0.014055189323041792,
+    "height_range": 0.17409713520803513,
+    "mean_height": -1.8524822832265935e-18,
+    "std_height": 0.037426230223847036
+  },
+  "generation_timestamp": "2025-11-08T02:42:12.567588",
+  "correlation_length_x": 0.10343563531234584,
+  "correlation_length_y": 0.021125886469703155,
+  "orientation": 88.17282064018636,
+  "anisotropy_ratio": 4.896155977202846,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7750222950191088,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38253875703217644,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000184.json b/metadata/naca_airfoil/sample_000184.json
new file mode 100644
index 0000000000000000000000000000000000000000..225d57696135999c7cc4c130b959ac752e3e1829
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000184.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 184,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.8101438610910265,
+    "thickness_scale": 0.9224215887426309
+  },
+  "rq_target": 0.002469878996323618,
+  "rq_actual": 0.002469878996323618,
+  "ra_actual": 0.002025123395804968,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    376,
+    160
+  ],
+  "physical_dimensions": [
+    0.17629085021711324,
+    0.07336905523719599
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007168580405563329,
+    "max_slope": 0.010853741900834948,
+    "height_range": 0.1438084463997651,
+    "mean_height": 0.024070883678430608,
+    "std_height": 0.03170349055954404
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.654954",
+  "correlation_length": 0.008137440776171297,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8400783756196506,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4265524455360401,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000185.json b/metadata/naca_airfoil/sample_000185.json
new file mode 100644
index 0000000000000000000000000000000000000000..2eeacbc0f8b6c9189683ce43008b312f1b3b0230
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000185.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 185,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.9861296204333985,
+    "thickness_scale": 0.8929496098376555
+  },
+  "rq_target": 0.0034304322068681517,
+  "rq_actual": 0.0034304322068681517,
+  "ra_actual": 0.002800289627941391,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    354,
+    198
+  ],
+  "physical_dimensions": [
+    0.19090109505425334,
+    0.050106008639809914
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006149670766986689,
+    "max_slope": 0.010902772990448272,
+    "height_range": 0.14103387850721139,
+    "mean_height": 0.026406700432284283,
+    "std_height": 0.03116542438603351
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.847805",
+  "correlation_length_x": 0.06170798896902026,
+  "correlation_length_y": 0.025769935664438543,
+  "orientation": 35.87016082147142,
+  "anisotropy_ratio": 2.394572876414851,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8116431877565633,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44300884752625114,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000186.json b/metadata/naca_airfoil/sample_000186.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd6bfaa951d8f9322a3a1ffcf05e2ec760000df5
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000186.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 186,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.5775117389556224,
+    "thickness_scale": 0.8685228100406152
+  },
+  "rq_target": 0.002200201115354817,
+  "rq_actual": 0.002200201115354817,
+  "ra_actual": 0.0017777395245504245,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    222,
+    180
+  ],
+  "physical_dimensions": [
+    0.18450008362754938,
+    0.04231383785435263
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00040244875909705,
+    "max_slope": 0.00757999471404592,
+    "height_range": 0.07818914160883415,
+    "mean_height": 0.0,
+    "std_height": 0.016801456124439864
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.950924",
+  "correlation_length_x": 0.22810164563614152,
+  "correlation_length_y": 0.02824211918436524,
+  "orientation": 81.35382576030321,
+  "anisotropy_ratio": 8.076647653353788,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7791684163646823,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3692706711380672,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000188.json b/metadata/naca_airfoil/sample_000188.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8e53ca8662557150dc3f1e5a43d18e3e64aac30
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000188.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 188,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.9866888585766638,
+    "thickness_scale": 0.870721821579132
+  },
+  "rq_target": 0.0024909341830328126,
+  "rq_actual": 0.0024909341830328126,
+  "ra_actual": 0.0020633919071176023,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    208,
+    192
+  ],
+  "physical_dimensions": [
+    0.18072953652684118,
+    0.05388835787837498
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007986715790946443,
+    "max_slope": 0.011879992828273844,
+    "height_range": 0.12732253050346704,
+    "mean_height": 0.03927685126629448,
+    "std_height": 0.02866101189141854
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.126508",
+  "correlation_length_x": 0.02910346436151607,
+  "correlation_length_y": 0.022745246361123232,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.2795405202231824,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8280004675939192,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3009549562334453,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000189.json b/metadata/naca_airfoil/sample_000189.json
new file mode 100644
index 0000000000000000000000000000000000000000..caa1bd465a2054f506a181cdfa62fa2e9b72a030
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000189.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 189,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.444723190792728,
+    "thickness_scale": 0.9184793446475369
+  },
+  "rq_target": 0.0008528869003426915,
+  "rq_actual": 0.0008528869003426915,
+  "ra_actual": 0.0006883832655054324,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    229,
+    137
+  ],
+  "physical_dimensions": [
+    0.19613393230942475,
+    0.0835863421095318
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008970047039632197,
+    "max_slope": 0.013789674394345149,
+    "height_range": 0.14099416259258224,
+    "mean_height": 0.019178473903373648,
+    "std_height": 0.030913407640076652
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.215540",
+  "correlation_length_x": 0.12136034315922642,
+  "correlation_length_y": 0.006312278761405969,
+  "orientation": 159.83324828130034,
+  "anisotropy_ratio": 19.22607472617308,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8256172585511017,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33702863170167735,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000192.json b/metadata/naca_airfoil/sample_000192.json
new file mode 100644
index 0000000000000000000000000000000000000000..e27759cd4db700d1b48f33237dd0ada0ecd60438
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000192.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 192,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.4459311498004097,
+    "thickness_scale": 1.023045975689934
+  },
+  "rq_target": 0.0014460259999716616,
+  "rq_actual": 0.0014460259999716616,
+  "ra_actual": 0.0011714636065581507,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    284,
+    145
+  ],
+  "physical_dimensions": [
+    0.1822461331979312,
+    0.03918038805404795
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008644837518841933,
+    "max_slope": 0.01319672975037963,
+    "height_range": 0.15350091476886352,
+    "mean_height": 0.0,
+    "std_height": 0.03304521699537169
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.526031",
+  "correlation_length": 0.0333568324280417,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7979017834084975,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4176311610573118,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000195.json b/metadata/naca_airfoil/sample_000195.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c7443466ad0a0af3237446d1863fd53cfc0c71d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000195.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 195,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.9916129278161707,
+    "thickness_scale": 1.1417335301575364
+  },
+  "rq_target": 0.0007492713763769594,
+  "rq_actual": 0.0007492713763769594,
+  "ra_actual": 0.0005988825029277247,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    200,
+    139
+  ],
+  "physical_dimensions": [
+    0.16383150443529257,
+    0.06018275205436901
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001084948388847217,
+    "max_slope": 0.015463524518517886,
+    "height_range": 0.15432508916752807,
+    "mean_height": 0.039465156197679284,
+    "std_height": 0.03450561241483813
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.845886",
+  "correlation_length": 0.03442361974984783,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7518385692740945,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4445658237292889,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000198.json b/metadata/naca_airfoil/sample_000198.json
new file mode 100644
index 0000000000000000000000000000000000000000..545fd426dbc61a84e1d786e7037111c9aaa4a06a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000198.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 198,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.9918640240943082,
+    "thickness_scale": 1.1222380384352082
+  },
+  "rq_target": 0.0007973428194549061,
+  "rq_actual": 0.0007973428194549061,
+  "ra_actual": 0.0006644309493490807,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    209,
+    145
+  ],
+  "physical_dimensions": [
+    0.18400242427641167,
+    0.039958809281977765
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014740767089445898,
+    "max_slope": 0.016303919398997398,
+    "height_range": 0.1999924934130355,
+    "mean_height": 0.07929143455841015,
+    "std_height": 0.04619468083889864
+  },
+  "generation_timestamp": "2025-11-08T02:45:33.214270",
+  "correlation_length": 0.024302454808220065,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7010399455887366,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49193966041205833,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000200.json b/metadata/naca_airfoil/sample_000200.json
new file mode 100644
index 0000000000000000000000000000000000000000..cba592647207fdd5ac43bc5d09957cd44cf5872b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000200.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 200,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.8340250293438172,
+    "thickness_scale": 1.1760137475180525
+  },
+  "rq_target": 0.001934022694960943,
+  "rq_actual": 0.001934022694960943,
+  "ra_actual": 0.0015699261381210176,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    308,
+    182
+  ],
+  "physical_dimensions": [
+    0.19099573831704392,
+    0.05097146854515384
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006538052010082635,
+    "max_slope": 0.011664292711453974,
+    "height_range": 0.14116226393407705,
+    "mean_height": 6.084282024490654e-18,
+    "std_height": 0.0303505953698161
+  },
+  "generation_timestamp": "2025-11-08T02:48:18.327820",
+  "correlation_length": 0.03480567211119308,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7386426265609458,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43526252938019205,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000202.json b/metadata/naca_airfoil/sample_000202.json
new file mode 100644
index 0000000000000000000000000000000000000000..590f4e52c6d00af098730e33b04a2832f4d89182
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000202.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 202,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.8221408052095118,
+    "thickness_scale": 1.092186587634874
+  },
+  "rq_target": 0.0020459121314128706,
+  "rq_actual": 0.0020459121314128706,
+  "ra_actual": 0.0016384167274065772,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    349,
+    133
+  ],
+  "physical_dimensions": [
+    0.19514217177133983,
+    0.09446779522710325
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009542309609792903,
+    "max_slope": 0.01273807256147873,
+    "height_range": 0.16387456149698626,
+    "mean_height": 0.0,
+    "std_height": 0.03531218302022946
+  },
+  "generation_timestamp": "2025-11-08T02:48:18.573127",
+  "correlation_length_x": 0.0484799121319147,
+  "correlation_length_y": 0.020291925761762634,
+  "orientation": 35.18705925227107,
+  "anisotropy_ratio": 2.389123274995835,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7672998261168693,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3596907274985257,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000205.json b/metadata/naca_airfoil/sample_000205.json
new file mode 100644
index 0000000000000000000000000000000000000000..c93e6c5a8f404e326434f3fc2a11bbfacd1a102f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000205.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 205,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.9623425433107726,
+    "thickness_scale": 0.9599514373366698
+  },
+  "rq_target": 0.0016092392559340757,
+  "rq_actual": 0.0016092392559340757,
+  "ra_actual": 0.0013026406393691807,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    280,
+    102
+  ],
+  "physical_dimensions": [
+    0.1916982869176917,
+    0.12511393944080162
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010894037971838275,
+    "max_slope": 0.01246892057022252,
+    "height_range": 0.14403332647134068,
+    "mean_height": -3.980631572885715e-18,
+    "std_height": 0.03109670706774713
+  },
+  "generation_timestamp": "2025-11-08T02:48:18.839924",
+  "correlation_length": 0.02058528364599439,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7619968725328178,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48982656452981227,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000206.json b/metadata/naca_airfoil/sample_000206.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd3839326cf7ba289f7e502ed567601d8c6532e4
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000206.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 206,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.3326428954536018,
+    "thickness_scale": 1.0771417981269436
+  },
+  "rq_target": 0.0007174069609909221,
+  "rq_actual": 0.0007174069609909221,
+  "ra_actual": 0.0005775166875070093,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    314,
+    150
+  ],
+  "physical_dimensions": [
+    0.17962395779952056,
+    0.09682447191155398
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008885643907421843,
+    "max_slope": 0.013653232673524881,
+    "height_range": 0.1637585409482829,
+    "mean_height": 0.01771179585408178,
+    "std_height": 0.03569775564344371
+  },
+  "generation_timestamp": "2025-11-08T02:48:18.969915",
+  "correlation_length_x": 0.044780478069312485,
+  "correlation_length_y": 0.007529991803910797,
+  "orientation": 26.802059319954992,
+  "anisotropy_ratio": 5.946949111691619,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8296401317290879,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4283507939715348,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000209.json b/metadata/naca_airfoil/sample_000209.json
new file mode 100644
index 0000000000000000000000000000000000000000..3051c729a35bdddc697e46439765ccd545fee572
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000209.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 209,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.5749712856023591,
+    "thickness_scale": 1.1597604372995156
+  },
+  "rq_target": 0.00157986195339505,
+  "rq_actual": 0.00157986195339505,
+  "ra_actual": 0.0013037720003065733,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    259,
+    183
+  ],
+  "physical_dimensions": [
+    0.15536797394024496,
+    0.07531794235192378
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008422690767205831,
+    "max_slope": 0.015648545166485606,
+    "height_range": 0.17401289995350644,
+    "mean_height": 4.797216605338567e-18,
+    "std_height": 0.037401154351209956
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.317513",
+  "correlation_length": 0.014983982342382404,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8233597132526957,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43936939169332634,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000214.json b/metadata/naca_airfoil/sample_000214.json
new file mode 100644
index 0000000000000000000000000000000000000000..fdb6b19e389a7d8a6a7903d9434e7de7d061e3ff
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000214.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 214,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.3927097684779453,
+    "thickness_scale": 0.8317737659452766
+  },
+  "rq_target": 0.0027923515740332287,
+  "rq_actual": 0.0027923515740332287,
+  "ra_actual": 0.0022530175619347764,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    223,
+    163
+  ],
+  "physical_dimensions": [
+    0.16401808632600132,
+    0.04108023991236514
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008721457761892056,
+    "max_slope": 0.013319960453312556,
+    "height_range": 0.14150715946907505,
+    "mean_height": 0.03697160315519246,
+    "std_height": 0.03163652524395282
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.813048",
+  "correlation_length_x": 0.027154829069589204,
+  "correlation_length_y": 0.00974920646639295,
+  "orientation": 177.68016461606422,
+  "anisotropy_ratio": 2.785337367015067,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6669376085121701,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40136560940099314,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000218.json b/metadata/naca_airfoil/sample_000218.json
new file mode 100644
index 0000000000000000000000000000000000000000..70c20271bcaafb031144d96743aa5b1d65fa5ad5
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000218.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 218,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.9891083699113525,
+    "thickness_scale": 0.8522320841505777
+  },
+  "rq_target": 0.0008236111079760914,
+  "rq_actual": 0.0008236111079760914,
+  "ra_actual": 0.0006692819299698026,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    239,
+    118
+  ],
+  "physical_dimensions": [
+    0.1588703524754615,
+    0.042099190400168844
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007046337147608646,
+    "max_slope": 0.009566937836071708,
+    "height_range": 0.10229641290322679,
+    "mean_height": -1.0077905620312036e-18,
+    "std_height": 0.02204960159922013
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.197909",
+  "correlation_length_x": 0.13978668565722432,
+  "correlation_length_y": 0.032064661311943264,
+  "orientation": 127.01244867626451,
+  "anisotropy_ratio": 4.3595247832902375,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6995384113134888,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4802412480673992,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000219.json b/metadata/naca_airfoil/sample_000219.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac97c7b232b8e595d4acf6bf17ac1f1f101573d9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000219.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 219,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.9277001856948384,
+    "thickness_scale": 0.9669202697781318
+  },
+  "rq_target": 0.0019851047633982584,
+  "rq_actual": 0.0019851047633982584,
+  "ra_actual": 0.0016269473197330722,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    361,
+    134
+  ],
+  "physical_dimensions": [
+    0.19636175195286126,
+    0.04390638934012549
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008350701718965889,
+    "max_slope": 0.011091999583904862,
+    "height_range": 0.1450797785325094,
+    "mean_height": -2.3501640906606032e-18,
+    "std_height": 0.03126186698809498
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.311037",
+  "correlation_length_x": 0.04214976683537319,
+  "correlation_length_y": 0.009216626146888816,
+  "orientation": 15.0,
+  "anisotropy_ratio": 4.573231697110917,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7027186511838864,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4366694007397038,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000222.json b/metadata/naca_airfoil/sample_000222.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b1312145a6cc05c8831c3836e8286b37f28f33a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000222.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 222,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.9420665170786251,
+    "thickness_scale": 1.134077445329048
+  },
+  "rq_target": 0.0006986686708579575,
+  "rq_actual": 0.0006986686708579575,
+  "ra_actual": 0.0005598479266146155,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    280,
+    119
+  ],
+  "physical_dimensions": [
+    0.15070851722745238,
+    0.0824507227578923
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009031518972408643,
+    "max_slope": 0.011784530788783559,
+    "height_range": 0.13612767527495265,
+    "mean_height": -1.7059849598081638e-18,
+    "std_height": 0.02934874490962841
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.641314",
+  "correlation_length_x": 0.02873357896660806,
+  "correlation_length_y": 0.0038870835125339592,
+  "orientation": 73.17805732051133,
+  "anisotropy_ratio": 7.392066281559479,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7736376476203881,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4054070776763982,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000225.json b/metadata/naca_airfoil/sample_000225.json
new file mode 100644
index 0000000000000000000000000000000000000000..b250cd8cf7bcfcf2b5f377f5614107bc7a40a8ed
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000225.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 225,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.0459393507908625,
+    "thickness_scale": 0.9569498402240371
+  },
+  "rq_target": 0.0008845780036685728,
+  "rq_actual": 0.0008845780036685728,
+  "ra_actual": 0.000726462943661087,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    371,
+    126
+  ],
+  "physical_dimensions": [
+    0.1721773916431906,
+    0.07314360363857447
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008684491578379832,
+    "max_slope": 0.010831710066856425,
+    "height_range": 0.14358378371598335,
+    "mean_height": -2.4320121020326024e-18,
+    "std_height": 0.030955340151293465
+  },
+  "generation_timestamp": "2025-11-08T02:51:07.733332",
+  "correlation_length": 0.02069606707007079,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6563232569532333,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4524950752340793,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000233.json b/metadata/naca_airfoil/sample_000233.json
new file mode 100644
index 0000000000000000000000000000000000000000..717c8195a9119426d1c59c93ac6b0c08c00b97ac
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000233.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 233,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.5418717268972364,
+    "thickness_scale": 1.0143488476327651
+  },
+  "rq_target": 0.003203316739249915,
+  "rq_actual": 0.003203316739249915,
+  "ra_actual": 0.0026022340651412207,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    307,
+    138
+  ],
+  "physical_dimensions": [
+    0.17498107776953922,
+    0.05427769412660114
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008782095137364242,
+    "max_slope": 0.012596032001199492,
+    "height_range": 0.15219573918796436,
+    "mean_height": 0.0,
+    "std_height": 0.032780132553486024
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.702763",
+  "correlation_length": 0.016906303738160443,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6858938690806923,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4271477228612747,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000234.json b/metadata/naca_airfoil/sample_000234.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ebe7fe4baacd839054fdc4fee4f3106e0ae4d01
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000234.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 234,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.7954105076286231,
+    "thickness_scale": 0.9002691126568617
+  },
+  "rq_target": 0.003158802457514537,
+  "rq_actual": 0.0031588024575145376,
+  "ra_actual": 0.0025714307852273566,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    295,
+    199
+  ],
+  "physical_dimensions": [
+    0.15128896626919702,
+    0.06929211284603388
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005924647409230263,
+    "max_slope": 0.011399386408152188,
+    "height_range": 0.1350791115255034,
+    "mean_height": 3.8731568936757014e-18,
+    "std_height": 0.029026982372649366
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.872885",
+  "correlation_length": 0.014888946173842302,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7364927395389109,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44036779315863356,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000235.json b/metadata/naca_airfoil/sample_000235.json
new file mode 100644
index 0000000000000000000000000000000000000000..dace0866b2f298c9bc2d13e4dc8ef23cffec684f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000235.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 235,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.5035616595701249,
+    "thickness_scale": 0.9686058011035853
+  },
+  "rq_target": 0.0017433648813343376,
+  "rq_actual": 0.0017433648813343376,
+  "ra_actual": 0.0014318852729379623,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    250,
+    153
+  ],
+  "physical_dimensions": [
+    0.15387385741416781,
+    0.038195534310957575
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008282490653349294,
+    "max_slope": 0.013699163989595763,
+    "height_range": 0.14663684709246466,
+    "mean_height": 0.01337437293808747,
+    "std_height": 0.031848465753496105
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.967493",
+  "correlation_length": 0.0053199275249590245,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.705682052251567,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49834892249136,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000242.json b/metadata/naca_airfoil/sample_000242.json
new file mode 100644
index 0000000000000000000000000000000000000000..693a3aa8f33cdc0e865322a33bf7ee16cd05530d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000242.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 242,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.4451579261801233,
+    "thickness_scale": 1.1360164667464103
+  },
+  "rq_target": 0.0021944583705623254,
+  "rq_actual": 0.0021944583705623254,
+  "ra_actual": 0.0018145806484597983,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    263,
+    134
+  ],
+  "physical_dimensions": [
+    0.19163240239020513,
+    0.04075528894105818
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006235405203023033,
+    "max_slope": 0.009128385818670313,
+    "height_range": 0.1022698069919762,
+    "mean_height": 0.0,
+    "std_height": 0.022025884933059802
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.737553",
+  "correlation_length": 0.03402427204266063,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7615065182184476,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45694301686836547,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000243.json b/metadata/naca_airfoil/sample_000243.json
new file mode 100644
index 0000000000000000000000000000000000000000..01068833b444b78a9b1d7812a53e27fe2e6a392d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000243.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 243,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.76425006708725,
+    "thickness_scale": 0.8307022571156728
+  },
+  "rq_target": 0.001972104413551788,
+  "rq_actual": 0.001972104413551788,
+  "ra_actual": 0.001583093960921756,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    370,
+    131
+  ],
+  "physical_dimensions": [
+    0.16255623351779572,
+    0.058148098427383395
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007289906902386668,
+    "max_slope": 0.009415152365250267,
+    "height_range": 0.12464075568615453,
+    "mean_height": 2.34550934024378e-18,
+    "std_height": 0.026863255043305785
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.840416",
+  "correlation_length_x": 0.10585596635015786,
+  "correlation_length_y": 0.008066090301303473,
+  "orientation": 115.82060188070234,
+  "anisotropy_ratio": 13.123578139591572,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6920465659393116,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46450111131916066,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000248.json b/metadata/naca_airfoil/sample_000248.json
new file mode 100644
index 0000000000000000000000000000000000000000..481c0a3ac74c999907f7de8823f3ccf8deabd41d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000248.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 248,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.7035507787249624,
+    "thickness_scale": 0.9464704439234288
+  },
+  "rq_target": 0.0014030761125745513,
+  "rq_actual": 0.0014030761125745513,
+  "ra_actual": 0.0011442495366205715,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    371,
+    160
+  ],
+  "physical_dimensions": [
+    0.18344391143307706,
+    0.03764751449450537
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008404520639556835,
+    "max_slope": 0.012855712604155732,
+    "height_range": 0.17041370630091524,
+    "mean_height": -1.9152095303506745e-18,
+    "std_height": 0.03667771155594608
+  },
+  "generation_timestamp": "2025-11-08T02:51:10.614521",
+  "correlation_length_x": 0.12452839282503417,
+  "correlation_length_y": 0.021370232173070006,
+  "orientation": 108.67346377601444,
+  "anisotropy_ratio": 5.827189513736792,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6723166854112367,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3677726070921504,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000250.json b/metadata/naca_airfoil/sample_000250.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c8bc7f631efa1f3d586dcf1e48bab087c291658
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000250.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 250,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.351899582111098,
+    "thickness_scale": 1.0002598774215559
+  },
+  "rq_target": 0.003453197856333358,
+  "rq_actual": 0.0034531978563333583,
+  "ra_actual": 0.002825768565124488,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    221,
+    198
+  ],
+  "physical_dimensions": [
+    0.1984459504734037,
+    0.07841943217049983
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008885404866397809,
+    "max_slope": 0.015803576729554965,
+    "height_range": 0.16254977831854228,
+    "mean_height": 0.035886758012036626,
+    "std_height": 0.03610599245411078
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.066313",
+  "correlation_length_x": 0.0791019063630403,
+  "correlation_length_y": 0.0052522595233204915,
+  "orientation": 176.64986592848518,
+  "anisotropy_ratio": 15.060547943569986,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7366376782966391,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42063125195723156,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000255.json b/metadata/naca_airfoil/sample_000255.json
new file mode 100644
index 0000000000000000000000000000000000000000..156345d1cac95ad98e3cd1e32c3404b260de4613
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000255.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 255,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.8513225376366864,
+    "thickness_scale": 1.1855586670220326
+  },
+  "rq_target": 0.0030700027150050123,
+  "rq_actual": 0.003070002715005012,
+  "ra_actual": 0.0024828152089836704,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    300,
+    185
+  ],
+  "physical_dimensions": [
+    0.15081765746581743,
+    0.04373041760566267
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007085322415689879,
+    "max_slope": 0.012527779460979941,
+    "height_range": 0.14779563027406967,
+    "mean_height": 0.024601732808367534,
+    "std_height": 0.03254870953476094
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.731457",
+  "correlation_length": 0.008463896195534223,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6503545777609013,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3627869237109151,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000256.json b/metadata/naca_airfoil/sample_000256.json
new file mode 100644
index 0000000000000000000000000000000000000000..45b7978c5d0af7903fcb1729bca1cf5205b0ccdd
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000256.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 256,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.5143636714586808,
+    "thickness_scale": 0.892960908220427
+  },
+  "rq_target": 0.0013308361006582224,
+  "rq_actual": 0.0013308361006582224,
+  "ra_actual": 0.0010898259656453484,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    228,
+    163
+  ],
+  "physical_dimensions": [
+    0.19940070747534597,
+    0.04174583194283464
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005930948662124161,
+    "max_slope": 0.01048229319342529,
+    "height_range": 0.10762133733714882,
+    "mean_height": 0.006827964459457624,
+    "std_height": 0.023253769985049515
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.838202",
+  "correlation_length": 0.05745326873732492,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7824749693891146,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48819947797688007,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000266.json b/metadata/naca_airfoil/sample_000266.json
new file mode 100644
index 0000000000000000000000000000000000000000..807927f48df049404aee28d76e5410607154cdf9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000266.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 266,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.7989056804126913,
+    "thickness_scale": 0.8338285447273437
+  },
+  "rq_target": 0.0023297990154127466,
+  "rq_actual": 0.0023297990154127466,
+  "ra_actual": 0.001891699082762867,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    269,
+    183
+  ],
+  "physical_dimensions": [
+    0.15555767751467856,
+    0.0394861028271929
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004790147967488681,
+    "max_slope": 0.008835759669947948,
+    "height_range": 0.10008757258235011,
+    "mean_height": -3.464161061661772e-18,
+    "std_height": 0.021513697191386173
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.085683",
+  "correlation_length": 0.04927772888058022,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8356940436858642,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4579424317425427,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000267.json b/metadata/naca_airfoil/sample_000267.json
new file mode 100644
index 0000000000000000000000000000000000000000..3dd3f2c235c045936805c8b0f58d1f74216afa8d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000267.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 267,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.7519898047548597,
+    "thickness_scale": 1.0341198295084693
+  },
+  "rq_target": 0.0027271377162561192,
+  "rq_actual": 0.0027271377162561197,
+  "ra_actual": 0.0022198364889144274,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    317,
+    139
+  ],
+  "physical_dimensions": [
+    0.16180831592450837,
+    0.04087416302178157
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001022212565902666,
+    "max_slope": 0.013746337567189624,
+    "height_range": 0.1764640480619339,
+    "mean_height": 0.04657186151425751,
+    "std_height": 0.039483057112123826
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.225908",
+  "correlation_length_x": 0.023838626016333523,
+  "correlation_length_y": 0.005306646872986243,
+  "orientation": 129.23674263870205,
+  "anisotropy_ratio": 4.492220150861228,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8444746766513991,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30867506589933,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000268.json b/metadata/naca_airfoil/sample_000268.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bdb8fc5cef7d1014dfb1e0bb1ad68592b861e39
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000268.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 268,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.8184222016821,
+    "thickness_scale": 0.9288481033293808
+  },
+  "rq_target": 0.0015000602648592054,
+  "rq_actual": 0.0015000602648592054,
+  "ra_actual": 0.0011949701813586016,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    319,
+    117
+  ],
+  "physical_dimensions": [
+    0.16378054861274918,
+    0.05937909458051517
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010718240909734834,
+    "max_slope": 0.010764812576364496,
+    "height_range": 0.17465114200942625,
+    "mean_height": 0.07250812602655034,
+    "std_height": 0.04061630455795258
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.310357",
+  "correlation_length": 0.03325598909177001,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7895514979552543,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45521383945455435,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000269.json b/metadata/naca_airfoil/sample_000269.json
new file mode 100644
index 0000000000000000000000000000000000000000..a341349ff0a71d0a23b0266328c16025ab75bf90
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000269.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 269,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.603160201076065,
+    "thickness_scale": 1.1249977048184427
+  },
+  "rq_target": 0.00145245941858204,
+  "rq_actual": 0.00145245941858204,
+  "ra_actual": 0.0011702664726218628,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    375,
+    107
+  ],
+  "physical_dimensions": [
+    0.15592356761643306,
+    0.0616890839278033
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007075042998979618,
+    "max_slope": 0.007600278734575415,
+    "height_range": 0.10127889152964173,
+    "mean_height": 2.8333168279530476e-18,
+    "std_height": 0.021865916560945543
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.395422",
+  "correlation_length_x": 0.027849864946891217,
+  "correlation_length_y": 0.005755017864764938,
+  "orientation": 61.38123940899763,
+  "anisotropy_ratio": 4.839231710713158,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.725550658911005,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33714130783333246,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000271.json b/metadata/naca_airfoil/sample_000271.json
new file mode 100644
index 0000000000000000000000000000000000000000..c56c3f97c5ed3b119247823173428392cebaf04b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000271.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 271,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.5186371082999983,
+    "thickness_scale": 1.102404240895977
+  },
+  "rq_target": 0.002600787559923512,
+  "rq_actual": 0.002600787559923512,
+  "ra_actual": 0.0021021927407903302,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    360,
+    147
+  ],
+  "physical_dimensions": [
+    0.18955422093106408,
+    0.04372246096898341
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008905382503506096,
+    "max_slope": 0.012951316727467427,
+    "height_range": 0.16660069118983384,
+    "mean_height": 0.013791793840427035,
+    "std_height": 0.03615752522319468
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.627895",
+  "correlation_length": 0.032613072677013896,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8089667316215312,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32066184894392297,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000275.json b/metadata/naca_airfoil/sample_000275.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfdb82f64ef8907a1cc64f7f46b903fd0b70dbf4
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000275.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 275,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.6029693033848602,
+    "thickness_scale": 1.1204978783279462
+  },
+  "rq_target": 0.0017884362547928995,
+  "rq_actual": 0.0017884362547928995,
+  "ra_actual": 0.001441879727869902,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    281,
+    177
+  ],
+  "physical_dimensions": [
+    0.1694167751278338,
+    0.052043255365286596
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006969337239493384,
+    "max_slope": 0.012193102230631789,
+    "height_range": 0.13870692082681818,
+    "mean_height": 0.021296580855055418,
+    "std_height": 0.03047792960733228
+  },
+  "generation_timestamp": "2025-11-08T02:57:27.726053",
+  "correlation_length": 0.00580752438071392,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6977506196666721,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48654187177223635,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000280.json b/metadata/naca_airfoil/sample_000280.json
new file mode 100644
index 0000000000000000000000000000000000000000..785a302396afc7f3e8079bd11b7930eef75be011
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000280.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 280,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.1229768030734109,
+    "thickness_scale": 0.8505277669363271
+  },
+  "rq_target": 0.002857425565625715,
+  "rq_actual": 0.0028574255656257153,
+  "ra_actual": 0.0023387347551693306,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    344,
+    160
+  ],
+  "physical_dimensions": [
+    0.15455703998239362,
+    0.033490013833367055
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005320041863940715,
+    "max_slope": 0.008318154477184267,
+    "height_range": 0.10473357743923178,
+    "mean_height": 0.014929365653051346,
+    "std_height": 0.02297994989576215
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.468197",
+  "correlation_length_x": 0.08608318135912857,
+  "correlation_length_y": 0.006460168383251521,
+  "orientation": 132.44026573009717,
+  "anisotropy_ratio": 13.325222540995336,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7329713453097594,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46404370951591145,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000281.json b/metadata/naca_airfoil/sample_000281.json
new file mode 100644
index 0000000000000000000000000000000000000000..841b99fd49709c3ec9005b58375786c90b04d44f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000281.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 281,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.997993369006769,
+    "thickness_scale": 1.1995851618032125
+  },
+  "rq_target": 0.001418204169918104,
+  "rq_actual": 0.0014182041699181038,
+  "ra_actual": 0.0011472412858624219,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    335,
+    176
+  ],
+  "physical_dimensions": [
+    0.1794387817168001,
+    0.06688032627898746
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005031834055657447,
+    "max_slope": 0.008564276307414033,
+    "height_range": 0.1079936712899991,
+    "mean_height": -1.9282028107465407e-18,
+    "std_height": 0.023226617450608385
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.619079",
+  "correlation_length_x": 0.040487297379597824,
+  "correlation_length_y": 0.0032289968430108964,
+  "orientation": 107.25462583084246,
+  "anisotropy_ratio": 12.538661184272083,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7879679354109879,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4413663881354389,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000282.json b/metadata/naca_airfoil/sample_000282.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcd3be114b3b788a30eb503db6b224aff66a4e5e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000282.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 282,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.3609605895815453,
+    "thickness_scale": 0.8299314854172194
+  },
+  "rq_target": 0.002499375727083831,
+  "rq_actual": 0.002499375727083831,
+  "ra_actual": 0.002028513944195333,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    311,
+    138
+  ],
+  "physical_dimensions": [
+    0.1981192787876362,
+    0.07039134468156322
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00043008675041836096,
+    "max_slope": 0.006144570992295773,
+    "height_range": 0.07471532857354309,
+    "mean_height": 0.0,
+    "std_height": 0.016092594143717946
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.736718",
+  "correlation_length": 0.026134506862450016,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7654623915716307,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43695755755858606,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000288.json b/metadata/naca_airfoil/sample_000288.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a7cfb6cb8733fdbc6025109fecf638a9f803b80
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000288.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 288,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.8432685647897973,
+    "thickness_scale": 1.1334495048974758
+  },
+  "rq_target": 0.0010511962797684962,
+  "rq_actual": 0.0010511962797684962,
+  "ra_actual": 0.0008491144564026146,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    296,
+    179
+  ],
+  "physical_dimensions": [
+    0.1865415712745374,
+    0.07453034078569985
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000483463525994795,
+    "max_slope": 0.008596950775675023,
+    "height_range": 0.10203892971274087,
+    "mean_height": 2.1456824271783187e-18,
+    "std_height": 0.021939631655498885
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.425479",
+  "correlation_length_x": 0.040172263194712225,
+  "correlation_length_y": 0.004825863030761029,
+  "orientation": 35.68627829126507,
+  "anisotropy_ratio": 8.324368706415013,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7437636307215794,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4352380346917246,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000295.json b/metadata/naca_airfoil/sample_000295.json
new file mode 100644
index 0000000000000000000000000000000000000000..840665c9f9cf4e811b96cda7226075bf4b30ed78
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000295.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 295,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.76741822362311,
+    "thickness_scale": 0.8844734662504957
+  },
+  "rq_target": 0.003242804945429344,
+  "rq_actual": 0.0032428049454293435,
+  "ra_actual": 0.0026171418723569015,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    266,
+    170
+  ],
+  "physical_dimensions": [
+    0.1827783779606236,
+    0.054923839868826464
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001009681556434484,
+    "max_slope": 0.011415278874646058,
+    "height_range": 0.16825481996832412,
+    "mean_height": 0.07042990704683404,
+    "std_height": 0.0391905251050797
+  },
+  "generation_timestamp": "2025-11-08T02:57:30.314541",
+  "correlation_length": 0.02982094142665727,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.735583357469224,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30374237515148494,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000297.json b/metadata/naca_airfoil/sample_000297.json
new file mode 100644
index 0000000000000000000000000000000000000000..3745eeefc54741e1332e44b65647cfcf26446dd8
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000297.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 297,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.0977578895441549,
+    "thickness_scale": 1.0175119906571886
+  },
+  "rq_target": 0.0027396058813303013,
+  "rq_actual": 0.0027396058813303013,
+  "ra_actual": 0.0021778486951954633,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    386,
+    155
+  ],
+  "physical_dimensions": [
+    0.17483364369628965,
+    0.07751870642976458
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00046082379472898186,
+    "max_slope": 0.006777447309036557,
+    "height_range": 0.09160200401253248,
+    "mean_height": -2.8502466418590012e-18,
+    "std_height": 0.019720377947059685
+  },
+  "generation_timestamp": "2025-11-08T02:57:30.639973",
+  "correlation_length_x": 0.04112534762826019,
+  "correlation_length_y": 0.006146411686352286,
+  "orientation": 30.0,
+  "anisotropy_ratio": 6.690952335584093,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7474874636225652,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3787775906734937,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000298.json b/metadata/naca_airfoil/sample_000298.json
new file mode 100644
index 0000000000000000000000000000000000000000..495731afec229ce7b4b13707c0a6f2eed9066f77
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000298.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 298,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.2088849861827171,
+    "thickness_scale": 1.1848126745420684
+  },
+  "rq_target": 0.0021279881808021176,
+  "rq_actual": 0.0021279881808021176,
+  "ra_actual": 0.001701773389729751,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    372,
+    148
+  ],
+  "physical_dimensions": [
+    0.18683725178632257,
+    0.050769382814584096
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007484936214445458,
+    "max_slope": 0.010714575051342995,
+    "height_range": 0.1422182345227353,
+    "mean_height": -2.0649309379834357e-18,
+    "std_height": 0.030624942779620433
+  },
+  "generation_timestamp": "2025-11-08T02:57:30.764606",
+  "correlation_length": 0.03121598256402085,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7577740152558512,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3184547651187989,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000306.json b/metadata/naca_airfoil/sample_000306.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bd1eefb28a29f924ff495b7d5d9dd321502fa63
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000306.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 306,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.7668434290336401,
+    "thickness_scale": 1.0245169328360921
+  },
+  "rq_target": 0.002966693911424814,
+  "rq_actual": 0.002966693911424814,
+  "ra_actual": 0.0023992582540903625,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    214,
+    139
+  ],
+  "physical_dimensions": [
+    0.1551994659381615,
+    0.04692986460081151
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001151044252568106,
+    "max_slope": 0.018205240492331312,
+    "height_range": 0.18446585193121073,
+    "mean_height": -1.9109600907956703e-18,
+    "std_height": 0.039699895504125005
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.513269",
+  "correlation_length": 0.037826031015322954,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8302842831657948,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3108373373977081,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000309.json b/metadata/naca_airfoil/sample_000309.json
new file mode 100644
index 0000000000000000000000000000000000000000..36cb5c9fac9e5627f02ac2099ab6d4eb30b0f334
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000309.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 309,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.9003458971671141,
+    "thickness_scale": 0.8084749400002526
+  },
+  "rq_target": 0.0016681350034273381,
+  "rq_actual": 0.0016681350034273383,
+  "ra_actual": 0.0013634857544142802,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    305,
+    173
+  ],
+  "physical_dimensions": [
+    0.1732672881918286,
+    0.0707816400039024
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006113789823258491,
+    "max_slope": 0.008942162779754067,
+    "height_range": 0.11751342798091384,
+    "mean_height": 0.03589535308407411,
+    "std_height": 0.026427361681317735
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.896443",
+  "correlation_length_x": 0.0415566429967747,
+  "correlation_length_y": 0.010858236755737879,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.827199934171144,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7893606421118744,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41509477453889954,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000314.json b/metadata/naca_airfoil/sample_000314.json
new file mode 100644
index 0000000000000000000000000000000000000000..4adb4a8eb0aaee32b78770661926fffbd52a313c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000314.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 314,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.7217541774077842,
+    "thickness_scale": 0.864247228683089
+  },
+  "rq_target": 0.0013181693612944335,
+  "rq_actual": 0.0013181693612944335,
+  "ra_actual": 0.0010694417854883436,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    315,
+    110
+  ],
+  "physical_dimensions": [
+    0.1883535248203813,
+    0.04255682011921209
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000541890149102007,
+    "max_slope": 0.006358778921196824,
+    "height_range": 0.0778045795643148,
+    "mean_height": 8.202513544128141e-19,
+    "std_height": 0.016789273503337674
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.462756",
+  "correlation_length": 0.013925382174422934,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7830549718609693,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3208739630490823,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000316.json b/metadata/naca_airfoil/sample_000316.json
new file mode 100644
index 0000000000000000000000000000000000000000..2501278a7958eb3feb8d86b3f901e282f0882b92
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000316.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 316,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.7969342705534845,
+    "thickness_scale": 0.8415032034574217
+  },
+  "rq_target": 0.0028908258958198173,
+  "rq_actual": 0.0028908258958198173,
+  "ra_actual": 0.00230194735930885,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    353,
+    114
+  ],
+  "physical_dimensions": [
+    0.17614966830250953,
+    0.06009195467165141
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006805732328796545,
+    "max_slope": 0.008033420032960967,
+    "height_range": 0.10222064112525542,
+    "mean_height": 0.010595599786475837,
+    "std_height": 0.022311216397190893
+  },
+  "generation_timestamp": "2025-11-08T03:00:40.701727",
+  "correlation_length": 0.020369632194942817,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6919307107728249,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3429511995291525,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000321.json b/metadata/naca_airfoil/sample_000321.json
new file mode 100644
index 0000000000000000000000000000000000000000..40b4acc328a21d5f89c8caf2883546a65c5aa390
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000321.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 321,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.5111024726923146,
+    "thickness_scale": 1.197542824337386
+  },
+  "rq_target": 0.0007581940288569062,
+  "rq_actual": 0.0007581940288569062,
+  "ra_actual": 0.0006186273617481917,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    287,
+    167
+  ],
+  "physical_dimensions": [
+    0.15516757448883156,
+    0.03878136710411172
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010851958130351548,
+    "max_slope": 0.018442276029860642,
+    "height_range": 0.21561914835418014,
+    "mean_height": 2.3719843460455264e-18,
+    "std_height": 0.046376638075775516
+  },
+  "generation_timestamp": "2025-11-08T03:00:41.203215",
+  "correlation_length": 0.016835756999313112,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7000938713825182,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43146983058897,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000325.json b/metadata/naca_airfoil/sample_000325.json
new file mode 100644
index 0000000000000000000000000000000000000000..5815cc7d6c40ebf2935108e20055c99df17a87c2
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000325.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 325,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.7758455582848572,
+    "thickness_scale": 0.8048706709669705
+  },
+  "rq_target": 0.004222837835819177,
+  "rq_actual": 0.004222837835819176,
+  "ra_actual": 0.003441393888023981,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    293,
+    125
+  ],
+  "physical_dimensions": [
+    0.18707709430138256,
+    0.04582258797565564
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007726823060576621,
+    "max_slope": 0.010489925363510792,
+    "height_range": 0.12168290209186225,
+    "mean_height": 0.010309175633538486,
+    "std_height": 0.02644159722405588
+  },
+  "generation_timestamp": "2025-11-08T03:03:31.235569",
+  "correlation_length_x": 0.030330781987060296,
+  "correlation_length_y": 0.006419156476016181,
+  "orientation": 21.409147176576294,
+  "anisotropy_ratio": 4.7250416936220265,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6719779662467406,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35112662514278625,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000330.json b/metadata/naca_airfoil/sample_000330.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ec0d2b72c0f8a6ab59c558d6798a64acadcec24
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000330.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 330,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.5984235755830465,
+    "thickness_scale": 0.9285439570612855
+  },
+  "rq_target": 0.0014247509646333006,
+  "rq_actual": 0.0014247509646333003,
+  "ra_actual": 0.0011285866935454149,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    200,
+    164
+  ],
+  "physical_dimensions": [
+    0.16089571770292038,
+    0.05859480000520706
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000737028823260158,
+    "max_slope": 0.012264461721669456,
+    "height_range": 0.11859202372144695,
+    "mean_height": 0.023816631691934598,
+    "std_height": 0.026283870613477367
+  },
+  "generation_timestamp": "2025-11-08T03:03:31.962036",
+  "correlation_length_x": 0.03169150819524866,
+  "correlation_length_y": 0.01174843063190946,
+  "orientation": 161.75787304136935,
+  "anisotropy_ratio": 2.697509921807988,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7558588287875447,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41052344995738566,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000334.json b/metadata/naca_airfoil/sample_000334.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c13a39d571e132cb57761209d2dee6c23aafd67
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000334.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 334,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.8993613818002673,
+    "thickness_scale": 0.8910949395534496
+  },
+  "rq_target": 0.003096901131405872,
+  "rq_actual": 0.0030969011314058714,
+  "ra_actual": 0.0024618743473037966,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    201,
+    150
+  ],
+  "physical_dimensions": [
+    0.18763920557667327,
+    0.11296698432412314
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006442458390311331,
+    "max_slope": 0.010883073919453135,
+    "height_range": 0.10696216473899649,
+    "mean_height": 1.8853538593966175e-18,
+    "std_height": 0.023004194957560224
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.428469",
+  "correlation_length_x": 0.08141393302486044,
+  "correlation_length_y": 0.022062775831233533,
+  "orientation": 162.94792137531346,
+  "anisotropy_ratio": 3.6901038041462337,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6720900432826948,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39458316150819495,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000340.json b/metadata/naca_airfoil/sample_000340.json
new file mode 100644
index 0000000000000000000000000000000000000000..499c68e78e868c87c4591bbfcaa3c90fc0bc8e89
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000340.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 340,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.3012951108254902,
+    "thickness_scale": 1.0273271707132996
+  },
+  "rq_target": 0.0009073945843433162,
+  "rq_actual": 0.0009073945843433162,
+  "ra_actual": 0.0007408689024886835,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    341,
+    188
+  ],
+  "physical_dimensions": [
+    0.16341014591794312,
+    0.05073816268957063
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005434844315709712,
+    "max_slope": 0.009694706131651328,
+    "height_range": 0.12331473695692778,
+    "mean_height": 3.546728574331317e-18,
+    "std_height": 0.02651284957156056
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.080132",
+  "correlation_length_x": 0.0693869506284458,
+  "correlation_length_y": 0.009220260834891456,
+  "orientation": 118.5793333923966,
+  "anisotropy_ratio": 7.525486737411009,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7699365701762844,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4412882808317329,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000342.json b/metadata/naca_airfoil/sample_000342.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f170c6ef01585b58e41b3cd132b4c4e5184999c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000342.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 342,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.9807181820890736,
+    "thickness_scale": 1.1314173753528554
+  },
+  "rq_target": 0.0006797272359670387,
+  "rq_actual": 0.0006797272359670387,
+  "ra_actual": 0.0005636668263883818,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    330,
+    105
+  ],
+  "physical_dimensions": [
+    0.17475766352685648,
+    0.08297270938021346
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012241658245307674,
+    "max_slope": 0.01356208041752905,
+    "height_range": 0.16976071400206344,
+    "mean_height": 0.0,
+    "std_height": 0.036650947268451924
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.334694",
+  "correlation_length_x": 0.24302138270909374,
+  "correlation_length_y": 0.015918889329449164,
+  "orientation": 18.757412775704335,
+  "anisotropy_ratio": 15.26622729008588,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8480724100138686,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41580982777405373,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000348.json b/metadata/naca_airfoil/sample_000348.json
new file mode 100644
index 0000000000000000000000000000000000000000..604810e71bcf6e0e322d244af6e97b72ccaced8d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000348.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 348,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.5606010143793755,
+    "thickness_scale": 1.1978199749347598
+  },
+  "rq_target": 0.0015422784839510238,
+  "rq_actual": 0.0015422784839510238,
+  "ra_actual": 0.001248570332377038,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    318,
+    171
+  ],
+  "physical_dimensions": [
+    0.1940474912045415,
+    0.06902794049967712
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007323009223889525,
+    "max_slope": 0.012224869092385238,
+    "height_range": 0.1480826566832459,
+    "mean_height": 0.022353292949708402,
+    "std_height": 0.032530738763125254
+  },
+  "generation_timestamp": "2025-11-08T03:03:34.122834",
+  "correlation_length": 0.039818794217507836,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6781273131301423,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39785068801009826,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000353.json b/metadata/naca_airfoil/sample_000353.json
new file mode 100644
index 0000000000000000000000000000000000000000..b81bcc4e7f0f4485d2ce1833be1f9f1e7858d5c6
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000353.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 353,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.6189766408840764,
+    "thickness_scale": 1.0305792243780176
+  },
+  "rq_target": 0.0021389124859440994,
+  "rq_actual": 0.0021389124859440994,
+  "ra_actual": 0.0017375760300310128,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    376,
+    133
+  ],
+  "physical_dimensions": [
+    0.1597510015777654,
+    0.07716431354268777
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009045211763487529,
+    "max_slope": 0.01191790074609856,
+    "height_range": 0.15654809057251895,
+    "mean_height": 0.016462022762551116,
+    "std_height": 0.03414009094321878
+  },
+  "generation_timestamp": "2025-11-08T03:06:50.998354",
+  "correlation_length": 0.019991180732218963,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8102473833239651,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3928962726461324,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000365.json b/metadata/naca_airfoil/sample_000365.json
new file mode 100644
index 0000000000000000000000000000000000000000..4127b910bf46945ab285cf216b3871d2dc15ede6
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000365.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 365,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.647467343384069,
+    "thickness_scale": 1.0457082454426931
+  },
+  "rq_target": 0.0007782579665199872,
+  "rq_actual": 0.0007782579665199872,
+  "ra_actual": 0.0006472457686998367,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    276,
+    136
+  ],
+  "physical_dimensions": [
+    0.19357610586262713,
+    0.06788906275632563
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010821673399223676,
+    "max_slope": 0.014871302161579126,
+    "height_range": 0.17530196949134463,
+    "mean_height": 0.04377268396367296,
+    "std_height": 0.03915940523294152
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.527691",
+  "correlation_length": 0.08148309259572253,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7122898442277303,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4749694934605362,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000368.json b/metadata/naca_airfoil/sample_000368.json
new file mode 100644
index 0000000000000000000000000000000000000000..2057dd2469f31742872bb6ecb5777e1b4d09c8cf
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000368.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 368,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.7846660687014753,
+    "thickness_scale": 0.8296316464829233
+  },
+  "rq_target": 0.004524309359691785,
+  "rq_actual": 0.004524309359691785,
+  "ra_actual": 0.003687941960720032,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    304,
+    103
+  ],
+  "physical_dimensions": [
+    0.18886344668980154,
+    0.08642572110355502
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009658640104254552,
+    "max_slope": 0.010938379599171705,
+    "height_range": 0.1305323316696566,
+    "mean_height": 0.023717003729530874,
+    "std_height": 0.028932389412247902
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.819929",
+  "correlation_length_x": 0.1210467085991744,
+  "correlation_length_y": 0.007641744946826752,
+  "orientation": 47.05771402277351,
+  "anisotropy_ratio": 15.840192186660095,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7784078956103927,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3581812595252835,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000370.json b/metadata/naca_airfoil/sample_000370.json
new file mode 100644
index 0000000000000000000000000000000000000000..8647ed7d5f9f02e28d709766fbb3cb65d9055e9c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000370.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 370,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.5864314638087729,
+    "thickness_scale": 1.0397914765636185
+  },
+  "rq_target": 0.000617065564254631,
+  "rq_actual": 0.000617065564254631,
+  "ra_actual": 0.0005064824448298401,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    345,
+    144
+  ],
+  "physical_dimensions": [
+    0.19114023624660537,
+    0.10316719539253143
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006853211408760247,
+    "max_slope": 0.00992634210491858,
+    "height_range": 0.12529550725681227,
+    "mean_height": 0.007796353529281639,
+    "std_height": 0.027107767000130203
+  },
+  "generation_timestamp": "2025-11-08T03:06:53.133453",
+  "correlation_length_x": 0.1149303645291595,
+  "correlation_length_y": 0.010853455435457465,
+  "orientation": 13.2925781822072,
+  "anisotropy_ratio": 10.589287919650934,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7137327452108071,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3669363849121191,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000374.json b/metadata/naca_airfoil/sample_000374.json
new file mode 100644
index 0000000000000000000000000000000000000000..506c9068073466b7d75f0b14eae8a6fad4cc849b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000374.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 374,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.517871794624237,
+    "thickness_scale": 0.9589709225285474
+  },
+  "rq_target": 0.002588918883909649,
+  "rq_actual": 0.002588918883909649,
+  "ra_actual": 0.0020368149842188788,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    334,
+    105
+  ],
+  "physical_dimensions": [
+    0.18063565548864985,
+    0.10326992822038106
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008323399667615113,
+    "max_slope": 0.009296886527940128,
+    "height_range": 0.1155178760595115,
+    "mean_height": 0.006884219083022965,
+    "std_height": 0.025045653992323738
+  },
+  "generation_timestamp": "2025-11-08T03:06:53.651926",
+  "correlation_length": 0.059210243916536044,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.815860190632468,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41035630924862593,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000375.json b/metadata/naca_airfoil/sample_000375.json
new file mode 100644
index 0000000000000000000000000000000000000000..745b07cba8d3fb44e70f995c53a95c2c222168f5
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000375.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 375,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.7369510968285884,
+    "thickness_scale": 0.8135589128785159
+  },
+  "rq_target": 0.0005935712552905372,
+  "rq_actual": 0.0005935712552905373,
+  "ra_actual": 0.0004780500136040566,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    374,
+    120
+  ],
+  "physical_dimensions": [
+    0.18498286924208152,
+    0.07070089799445205
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004619487367512313,
+    "max_slope": 0.0055034487811483675,
+    "height_range": 0.07324132775594702,
+    "mean_height": 2.533129182745455e-18,
+    "std_height": 0.015796604830188726
+  },
+  "generation_timestamp": "2025-11-08T03:10:03.474865",
+  "correlation_length": 0.04130289595205326,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7160743337716502,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4688377329297962,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000379.json b/metadata/naca_airfoil/sample_000379.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ef16bdfc0f570f289bd9a2317d6ff015d8995c5
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000379.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 379,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.5398772499031868,
+    "thickness_scale": 0.9214876564064314
+  },
+  "rq_target": 0.0005257482594727357,
+  "rq_actual": 0.0005257482594727357,
+  "ra_actual": 0.0004274525083740151,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    366,
+    190
+  ],
+  "physical_dimensions": [
+    0.15896244052973846,
+    0.06393041238839106
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007054190191119982,
+    "max_slope": 0.011340735844839257,
+    "height_range": 0.15669370907149308,
+    "mean_height": 0.04095087807561446,
+    "std_height": 0.03499568836023047
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.050672",
+  "correlation_length": 0.010342480735377274,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8078289781593249,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3369567476185003,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000385.json b/metadata/naca_airfoil/sample_000385.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8bb51071b131d9abbbec6cf208bb3e6f9b853ff
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000385.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 385,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.9634602719648889,
+    "thickness_scale": 1.0939589590429044
+  },
+  "rq_target": 0.0008063789811510133,
+  "rq_actual": 0.0008063789811510133,
+  "ra_actual": 0.0006513398359607443,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    224,
+    164
+  ],
+  "physical_dimensions": [
+    0.17532510612409474,
+    0.04065808331917228
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005385696007996776,
+    "max_slope": 0.009505871408837225,
+    "height_range": 0.09848450770074428,
+    "mean_height": -3.0946983264812726e-18,
+    "std_height": 0.021174394229419333
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.854923",
+  "correlation_length_x": 0.02492325621037884,
+  "correlation_length_y": 0.0034313458162937866,
+  "orientation": 28.482870410803216,
+  "anisotropy_ratio": 7.263405539607946,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6575140933568708,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38990116154071475,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000389.json b/metadata/naca_airfoil/sample_000389.json
new file mode 100644
index 0000000000000000000000000000000000000000..1257b33bff2435d8403a16fa4d17189df3c74cdd
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000389.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 389,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.8256081948316063,
+    "thickness_scale": 1.1662598829839685
+  },
+  "rq_target": 0.002095375619465362,
+  "rq_actual": 0.0020953756194653614,
+  "ra_actual": 0.0017151898755166097,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    267,
+    135
+  ],
+  "physical_dimensions": [
+    0.16912176846264107,
+    0.03911305166913294
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009003215350074206,
+    "max_slope": 0.013086595500526276,
+    "height_range": 0.14542034175077145,
+    "mean_height": 0.02424991918828314,
+    "std_height": 0.03208178754738479
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.259184",
+  "correlation_length": 0.013424316064059532,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7401601584533808,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34377296991847567,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000391.json b/metadata/naca_airfoil/sample_000391.json
new file mode 100644
index 0000000000000000000000000000000000000000..db7952ee8aec76e223a98bcf02f8623489f6fd24
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000391.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 391,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.9923366956324813,
+    "thickness_scale": 0.9505456959305447
+  },
+  "rq_target": 0.0022847568481728754,
+  "rq_actual": 0.0022847568481728754,
+  "ra_actual": 0.0018846697811525667,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    388,
+    100
+  ],
+  "physical_dimensions": [
+    0.16164622465046352,
+    0.054903986884028276
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008447032547887355,
+    "max_slope": 0.008420514216026275,
+    "height_range": 0.11409831803196128,
+    "mean_height": 2.9300731371550525e-18,
+    "std_height": 0.024650828009219614
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.504582",
+  "correlation_length": 0.04795597261262198,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7751770796573079,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3722266208936491,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000392.json b/metadata/naca_airfoil/sample_000392.json
new file mode 100644
index 0000000000000000000000000000000000000000..776f4a87ac5331f63b0fa166bb3e9edacdbaa310
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000392.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 392,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.8323652794352361,
+    "thickness_scale": 1.0979004548384148
+  },
+  "rq_target": 0.0015507674250673925,
+  "rq_actual": 0.0015507674250673925,
+  "ra_actual": 0.0012890103079154429,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    323,
+    164
+  ],
+  "physical_dimensions": [
+    0.16438995282041116,
+    0.058667465793614586
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006646672779635648,
+    "max_slope": 0.010896745438489014,
+    "height_range": 0.13275044230752345,
+    "mean_height": 0.011063732780850016,
+    "std_height": 0.028790345849750886
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.643936",
+  "correlation_length_x": 0.010787159250628777,
+  "correlation_length_y": 0.004387636925979308,
+  "orientation": 9.404835926597759,
+  "anisotropy_ratio": 2.458535068559966,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7339498918828984,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40966071902939993,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000396.json b/metadata/naca_airfoil/sample_000396.json
new file mode 100644
index 0000000000000000000000000000000000000000..00cd818ef1a126677155ba6b1f8445c09595445a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000396.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 396,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.6377148980573246,
+    "thickness_scale": 0.9633746600650146
+  },
+  "rq_target": 0.002927027368454392,
+  "rq_actual": 0.002927027368454392,
+  "ra_actual": 0.002372819083642864,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    329,
+    151
+  ],
+  "physical_dimensions": [
+    0.16045211608693694,
+    0.035620843237064596
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006180305919321141,
+    "max_slope": 0.009445637998617636,
+    "height_range": 0.11626918641892336,
+    "mean_height": 0.008476938674508628,
+    "std_height": 0.02518573280791697
+  },
+  "generation_timestamp": "2025-11-08T03:10:06.054083",
+  "correlation_length": 0.054995393881927125,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7724411242841687,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3965918189189762,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000404.json b/metadata/naca_airfoil/sample_000404.json
new file mode 100644
index 0000000000000000000000000000000000000000..e98fb3e6d5e13a788a136945cdd8fc81702557ff
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000404.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 404,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.70192917172738,
+    "thickness_scale": 0.8821118029270328
+  },
+  "rq_target": 0.002710946593703451,
+  "rq_actual": 0.002710946593703451,
+  "ra_actual": 0.0022191676919826532,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    392,
+    194
+  ],
+  "physical_dimensions": [
+    0.15715551026147037,
+    0.059979044917144994
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004833946977629199,
+    "max_slope": 0.008208993957147508,
+    "height_range": 0.11263202814218524,
+    "mean_height": 0.022634346002864736,
+    "std_height": 0.024946470892873992
+  },
+  "generation_timestamp": "2025-11-08T03:13:16.232574",
+  "correlation_length_x": 0.023376738679907236,
+  "correlation_length_y": 0.005556670574853015,
+  "orientation": 0.0,
+  "anisotropy_ratio": 4.206968609170357,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.70016711182631,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3451928146774545,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000405.json b/metadata/naca_airfoil/sample_000405.json
new file mode 100644
index 0000000000000000000000000000000000000000..575dd0d68b0ff061c58769601a783af75f86496f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000405.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 405,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.6149473510701668,
+    "thickness_scale": 1.1032015946826719
+  },
+  "rq_target": 0.0025450580478296445,
+  "rq_actual": 0.0025450580478296445,
+  "ra_actual": 0.0020962312517432205,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    368,
+    198
+  ],
+  "physical_dimensions": [
+    0.19219462748868663,
+    0.04147192228134534
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000793011004147871,
+    "max_slope": 0.01341396900223561,
+    "height_range": 0.18201691334212056,
+    "mean_height": 0.042947905296522045,
+    "std_height": 0.0405107722825701
+  },
+  "generation_timestamp": "2025-11-08T03:13:16.441275",
+  "correlation_length": 0.012479694300563879,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8187600478672479,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3891948773923756,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000413.json b/metadata/naca_airfoil/sample_000413.json
new file mode 100644
index 0000000000000000000000000000000000000000..30d459aed7a6ad59f138781b645e3dc08a1fa75e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000413.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 413,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.0802023821700846,
+    "thickness_scale": 1.15692356785208
+  },
+  "rq_target": 0.0026621824871086506,
+  "rq_actual": 0.0026621824871086506,
+  "ra_actual": 0.0021746425297638275,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    211,
+    123
+  ],
+  "physical_dimensions": [
+    0.19310391382402392,
+    0.05506190999187443
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001191271860440857,
+    "max_slope": 0.017249820909339516,
+    "height_range": 0.17358847492310212,
+    "mean_height": 2.1902446291684205e-18,
+    "std_height": 0.0373925795807333
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.369093",
+  "correlation_length_x": 0.053112851751703195,
+  "correlation_length_y": 0.002965506223589974,
+  "orientation": 133.05943635042166,
+  "anisotropy_ratio": 17.91021422555168,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8449305335022589,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4177708776985162,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000420.json b/metadata/naca_airfoil/sample_000420.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f009590387d274ce823170ab34b4c09de31b0af
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000420.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 420,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.0513875405510138,
+    "thickness_scale": 1.0072757812004238
+  },
+  "rq_target": 0.0017168652117158256,
+  "rq_actual": 0.0017168652117158256,
+  "ra_actual": 0.0014098653882312498,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    227,
+    198
+  ],
+  "physical_dimensions": [
+    0.18043718709869136,
+    0.042251741239040436
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007249664584846698,
+    "max_slope": 0.014493524636174206,
+    "height_range": 0.15113422909833077,
+    "mean_height": 0.0,
+    "std_height": 0.032461260325603675
+  },
+  "generation_timestamp": "2025-11-08T03:13:18.322214",
+  "correlation_length_x": 0.024878600203634325,
+  "correlation_length_y": 0.006883305567418903,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.6143390642707276,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6896185122765119,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33806758155236116,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000425.json b/metadata/naca_airfoil/sample_000425.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c88ab64c5d45fa31d526e0e342b4e1115a8064d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000425.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 425,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.027568478968733,
+    "thickness_scale": 1.0147498619149529
+  },
+  "rq_target": 0.001728669315580332,
+  "rq_actual": 0.001728669315580332,
+  "ra_actual": 0.0014008773780106681,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    325,
+    195
+  ],
+  "physical_dimensions": [
+    0.16459077894373342,
+    0.04807884867966991
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006738100256533334,
+    "max_slope": 0.010751613574604009,
+    "height_range": 0.1430317601981347,
+    "mean_height": 0.040975862538364036,
+    "std_height": 0.03205504657977715
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.085756",
+  "correlation_length": 0.01073828436682935,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7566641287706639,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3322711717217441,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000426.json b/metadata/naca_airfoil/sample_000426.json
new file mode 100644
index 0000000000000000000000000000000000000000..997d6fe212e2c07fd08726d68f680e19691b6849
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000426.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 426,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.9426106882686871,
+    "thickness_scale": 0.9527058212606427
+  },
+  "rq_target": 0.004667581724961878,
+  "rq_actual": 0.0046675817249618775,
+  "ra_actual": 0.0038839736654827373,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    364,
+    106
+  ],
+  "physical_dimensions": [
+    0.1682937167623258,
+    0.055262397910093596
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008948651314003331,
+    "max_slope": 0.009484126038815613,
+    "height_range": 0.1333572233752426,
+    "mean_height": 0.037600546760129756,
+    "std_height": 0.029951524909628095
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.190530",
+  "correlation_length": 0.016745502192428444,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6770398966285621,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4233735951757489,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000428.json b/metadata/naca_airfoil/sample_000428.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9561fde111df1f88a69963619e856a9fcfcbfbd
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000428.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 428,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.7334793947779894,
+    "thickness_scale": 1.1684818154788368
+  },
+  "rq_target": 0.0033673691820058026,
+  "rq_actual": 0.0033673691820058026,
+  "ra_actual": 0.002723125952312736,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    260,
+    126
+  ],
+  "physical_dimensions": [
+    0.15227099991938406,
+    0.05581367126060564
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006754048652058811,
+    "max_slope": 0.009441964694417328,
+    "height_range": 0.10519293850491783,
+    "mean_height": 0.0,
+    "std_height": 0.02266557968154834
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.418142",
+  "correlation_length": 0.013323955627644034,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.748504440376884,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3674541799909312,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000430.json b/metadata/naca_airfoil/sample_000430.json
new file mode 100644
index 0000000000000000000000000000000000000000..da3e4c4dd9651d867e2c35b8d503011811758f73
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000430.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 430,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.5847436364725691,
+    "thickness_scale": 1.165830975147221
+  },
+  "rq_target": 0.004453285993819903,
+  "rq_actual": 0.004453285993819903,
+  "ra_actual": 0.0035850484093282913,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    330,
+    172
+  ],
+  "physical_dimensions": [
+    0.18634758937229332,
+    0.0931518626769534
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009992668428713128,
+    "max_slope": 0.016769507468377257,
+    "height_range": 0.20990906067885814,
+    "mean_height": -4.005878707597464e-18,
+    "std_height": 0.04515105777412245
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.735180",
+  "correlation_length": 0.08902619769585163,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6695774927904202,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31236288342973934,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000432.json b/metadata/naca_airfoil/sample_000432.json
new file mode 100644
index 0000000000000000000000000000000000000000..3816c88398b148d5e24ea320cf52daf6e330481a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000432.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 432,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.9680124090650623,
+    "thickness_scale": 1.093062328604752
+  },
+  "rq_target": 0.0006779799303908751,
+  "rq_actual": 0.0006779799303908751,
+  "ra_actual": 0.0005589784562661411,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    354,
+    119
+  ],
+  "physical_dimensions": [
+    0.15137014634731644,
+    0.04131548279501698
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010495026733217,
+    "max_slope": 0.012659823431186006,
+    "height_range": 0.16400642269084795,
+    "mean_height": 2.6987332697530275e-18,
+    "std_height": 0.03537249688872998
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.940863",
+  "correlation_length": 0.01794239470582392,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7243502507985572,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44530346539963045,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000433.json b/metadata/naca_airfoil/sample_000433.json
new file mode 100644
index 0000000000000000000000000000000000000000..89f5af98191d3ab7d7a210d9e4e4b14dec03899b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000433.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 433,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.031552021313515,
+    "thickness_scale": 1.0428952824556497
+  },
+  "rq_target": 0.0034386386483873897,
+  "rq_actual": 0.0034386386483873897,
+  "ra_actual": 0.0027502742827078515,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    249,
+    177
+  ],
+  "physical_dimensions": [
+    0.16506030302538188,
+    0.08903268161896016
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008606812134485409,
+    "max_slope": 0.015172263957374301,
+    "height_range": 0.16270776404469184,
+    "mean_height": 0.02739711591835494,
+    "std_height": 0.03584913167390414
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.066046",
+  "correlation_length": 0.0747749793249467,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.676832338390602,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30588464061607007,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000434.json b/metadata/naca_airfoil/sample_000434.json
new file mode 100644
index 0000000000000000000000000000000000000000..5eb0c74af0a585d8cd12c9f6b678019a50a4f71e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000434.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 434,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.83128285822438,
+    "thickness_scale": 0.9912982037971579
+  },
+  "rq_target": 0.0012330783196146406,
+  "rq_actual": 0.0012330783196146406,
+  "ra_actual": 0.0010207644990897755,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    204,
+    148
+  ],
+  "physical_dimensions": [
+    0.16730355713782846,
+    0.09323784996320511
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013545213520750022,
+    "max_slope": 0.014709615637878454,
+    "height_range": 0.18047869343370634,
+    "mean_height": 0.07289039744037087,
+    "std_height": 0.04182582170959273
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.152048",
+  "correlation_length": 0.04197114281823268,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.802251615126545,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.330562418740356,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000435.json b/metadata/naca_airfoil/sample_000435.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0530987a051c508cd5db9fbfcbb8ef3edf110ed
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000435.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 435,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.69528837863307,
+    "thickness_scale": 0.8425935851236778
+  },
+  "rq_target": 0.004049830564800168,
+  "rq_actual": 0.004049830564800168,
+  "ra_actual": 0.0033464548338575013,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    280,
+    142
+  ],
+  "physical_dimensions": [
+    0.1758245205526855,
+    0.044474345657325186
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009088784050180291,
+    "max_slope": 0.01215436158580482,
+    "height_range": 0.15119765868249285,
+    "mean_height": 0.04504563116661653,
+    "std_height": 0.033993062074665036
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.270043",
+  "correlation_length": 0.07415804424939126,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6976128990192776,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32689396979135116,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000440.json b/metadata/naca_airfoil/sample_000440.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e0122d9f4ffbc5033990c2ea149c0338cb7f7a9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000440.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 440,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.6491677808390042,
+    "thickness_scale": 1.0005548611087207
+  },
+  "rq_target": 0.0035819517572117845,
+  "rq_actual": 0.0035819517572117845,
+  "ra_actual": 0.0029030877701052764,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    396,
+    125
+  ],
+  "physical_dimensions": [
+    0.15309995457163528,
+    0.08520075029630035
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007298971096621947,
+    "max_slope": 0.00893914698485125,
+    "height_range": 0.12072928975129252,
+    "mean_height": 0.008633655269059133,
+    "std_height": 0.026187167497264293
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.918416",
+  "correlation_length_x": 0.02140964616095809,
+  "correlation_length_y": 0.011946293535168871,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.7921580528663485,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7683665054121709,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4586286288347122,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000444.json b/metadata/naca_airfoil/sample_000444.json
new file mode 100644
index 0000000000000000000000000000000000000000..84ee899a9f572102f135d5f6797e2f9e15031f24
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000444.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 444,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.1523242476044726,
+    "thickness_scale": 1.02696350238958
+  },
+  "rq_target": 0.0014649336580915369,
+  "rq_actual": 0.0014649336580915366,
+  "ra_actual": 0.0011686059373342223,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    252,
+    178
+  ],
+  "physical_dimensions": [
+    0.17303494388061055,
+    0.039825769701866874
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007669716730298187,
+    "max_slope": 0.014043166368484942,
+    "height_range": 0.15408826417855961,
+    "mean_height": 0.0,
+    "std_height": 0.03312186448352793
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.499857",
+  "correlation_length_x": 0.20252825993903165,
+  "correlation_length_y": 0.04875936504380221,
+  "orientation": 96.06648210934503,
+  "anisotropy_ratio": 4.1536279185976595,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6543154719970455,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36130458377251207,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000458.json b/metadata/naca_airfoil/sample_000458.json
new file mode 100644
index 0000000000000000000000000000000000000000..2477bb809335ae9d196cf700bdbf5e025b12de7c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000458.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 458,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.3755898392288064,
+    "thickness_scale": 1.179954450342425
+  },
+  "rq_target": 0.0019396007940353896,
+  "rq_actual": 0.0019396007940353896,
+  "ra_actual": 0.001600732043204135,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    241,
+    148
+  ],
+  "physical_dimensions": [
+    0.15373038419744625,
+    0.09058622058084034
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012251242422419834,
+    "max_slope": 0.019788256271444375,
+    "height_range": 0.21245292173685631,
+    "mean_height": 0.0,
+    "std_height": 0.045715233031332965
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.673628",
+  "correlation_length": 0.022330309800559688,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7084108015442131,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45906046242132437,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000459.json b/metadata/naca_airfoil/sample_000459.json
new file mode 100644
index 0000000000000000000000000000000000000000..185f870a4c054502b5a3bc26d53f15377edcc22a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000459.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 459,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.6348307129318838,
+    "thickness_scale": 1.0831328758760739
+  },
+  "rq_target": 0.002382292495987329,
+  "rq_actual": 0.002382292495987329,
+  "ra_actual": 0.0019261120157395499,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    232,
+    159
+  ],
+  "physical_dimensions": [
+    0.19697125334227125,
+    0.10281073514764105
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009061933308264213,
+    "max_slope": 0.015693811724883464,
+    "height_range": 0.16294576745156336,
+    "mean_height": 0.008427760487951763,
+    "std_height": 0.03515877325545702
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.781445",
+  "correlation_length": 0.023683201540262423,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.701229595395412,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4833695040501729,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000461.json b/metadata/naca_airfoil/sample_000461.json
new file mode 100644
index 0000000000000000000000000000000000000000..2bba738956f1d4f2cbaed98f186ed4d6d995c8e1
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000461.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 461,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.3001485459832063,
+    "thickness_scale": 1.1073486175407001
+  },
+  "rq_target": 0.002012937583668381,
+  "rq_actual": 0.002012937583668381,
+  "ra_actual": 0.0016667529006512897,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    239,
+    119
+  ],
+  "physical_dimensions": [
+    0.156505038823666,
+    0.041488665195379734
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011705867075570918,
+    "max_slope": 0.014061045658081157,
+    "height_range": 0.1639860310922948,
+    "mean_height": 0.05178739170388154,
+    "std_height": 0.03702355290058055
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.968261",
+  "correlation_length": 0.04427362788398741,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7959555745378718,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39448604071497695,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000464.json b/metadata/naca_airfoil/sample_000464.json
new file mode 100644
index 0000000000000000000000000000000000000000..b05779905c0717cff82a8f835dfc0a999382a6ea
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000464.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 464,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.9004296357907227,
+    "thickness_scale": 0.9914603855755603
+  },
+  "rq_target": 0.0017858254327162847,
+  "rq_actual": 0.0017858254327162847,
+  "ra_actual": 0.00145964125128819,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    398,
+    118
+  ],
+  "physical_dimensions": [
+    0.1810821936896204,
+    0.037201505438477736
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005672278471743268,
+    "max_slope": 0.006505586040368175,
+    "height_range": 0.08925712093663182,
+    "mean_height": 1.2103615292736568e-18,
+    "std_height": 0.019255144829597337
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.308210",
+  "correlation_length": 0.050444851818920486,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8096466101276201,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4291305968521761,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000466.json b/metadata/naca_airfoil/sample_000466.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a19b6e76824a6a208345b9195ee4ef2d0726a33
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000466.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 466,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.819506641134234,
+    "thickness_scale": 1.160859366980033
+  },
+  "rq_target": 0.0038465815350623342,
+  "rq_actual": 0.0038465815350623342,
+  "ra_actual": 0.00307407589381656,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    348,
+    108
+  ],
+  "physical_dimensions": [
+    0.15447444881914152,
+    0.06178996979166495
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014604247832841221,
+    "max_slope": 0.016269631282100478,
+    "height_range": 0.20901483033015253,
+    "mean_height": 3.0248732897407416e-18,
+    "std_height": 0.04511725870670905
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.501810",
+  "correlation_length_x": 0.02691933331616102,
+  "correlation_length_y": 0.008421298898853149,
+  "orientation": 31.753899838334252,
+  "anisotropy_ratio": 3.1965773498227237,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7147518520116334,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41157882842207355,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000472.json b/metadata/naca_airfoil/sample_000472.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1392d01f26ee38dca8e04a65670d3629a9e6579
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000472.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 472,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.0493129705656552,
+    "thickness_scale": 1.1722129148366274
+  },
+  "rq_target": 0.0022450281064688585,
+  "rq_actual": 0.0022450281064688585,
+  "ra_actual": 0.0018464220771670019,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    207,
+    170
+  ],
+  "physical_dimensions": [
+    0.19075694829323617,
+    0.11553607009940983
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009636211836542974,
+    "max_slope": 0.017641305963571677,
+    "height_range": 0.17588169270057438,
+    "mean_height": 0.0,
+    "std_height": 0.037799913592093205
+  },
+  "generation_timestamp": "2025-11-08T03:19:34.170888",
+  "correlation_length": 0.027891063432424177,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7044150878328018,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4964981344277227,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000477.json b/metadata/naca_airfoil/sample_000477.json
new file mode 100644
index 0000000000000000000000000000000000000000..44eb4d29e029162615145b1bd573d872521cac1f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000477.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 477,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.9732213717666651,
+    "thickness_scale": 0.9188769293494653
+  },
+  "rq_target": 0.0006935620030722742,
+  "rq_actual": 0.0006935620030722742,
+  "ra_actual": 0.0005636930972651201,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    382,
+    169
+  ],
+  "physical_dimensions": [
+    0.1751066711778141,
+    0.050925456061188416
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006463870206971012,
+    "max_slope": 0.01025295887618338,
+    "height_range": 0.13787102228830328,
+    "mean_height": 3.522006187354504e-18,
+    "std_height": 0.029664957599270885
+  },
+  "generation_timestamp": "2025-11-08T03:22:24.484711",
+  "correlation_length": 0.010551311914566446,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.668657648748157,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32055243851011916,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000480.json b/metadata/naca_airfoil/sample_000480.json
new file mode 100644
index 0000000000000000000000000000000000000000..f808495797dd112ef32274de31a80bda990d8614
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000480.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 480,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.4630412065369347,
+    "thickness_scale": 0.8450176250274207
+  },
+  "rq_target": 0.0022048366694805335,
+  "rq_actual": 0.0022048366694805335,
+  "ra_actual": 0.0017995192210618423,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    358,
+    109
+  ],
+  "physical_dimensions": [
+    0.19653485535504206,
+    0.0530759967439551
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000963574877641507,
+    "max_slope": 0.010550046288668147,
+    "height_range": 0.1450203744956929,
+    "mean_height": 0.03890513526003601,
+    "std_height": 0.032508399535344325
+  },
+  "generation_timestamp": "2025-11-08T03:22:24.835618",
+  "correlation_length_x": 0.028889100664532687,
+  "correlation_length_y": 0.008342537933935041,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.462867162643654,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7383502808372759,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46869904936005735,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000483.json b/metadata/naca_airfoil/sample_000483.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d9591a31270b1fbc98359693b301bd0bfec39b4
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000483.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 483,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.4715602065476368,
+    "thickness_scale": 0.8791089999500127
+  },
+  "rq_target": 0.0023193611558968096,
+  "rq_actual": 0.0023193611558968096,
+  "ra_actual": 0.001903415474824052,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    380,
+    113
+  ],
+  "physical_dimensions": [
+    0.15596135690680898,
+    0.04219216234606247
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010512329547612575,
+    "max_slope": 0.011801378116835383,
+    "height_range": 0.15828462199407545,
+    "mean_height": 2.6475742366468566e-18,
+    "std_height": 0.03415709530906167
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.268458",
+  "correlation_length": 0.020718162192764518,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7588534133485622,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45128942085152013,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000488.json b/metadata/naca_airfoil/sample_000488.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8a8326adca327336493cb6e50b978175b6f8d05
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000488.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 488,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.1874771709623786,
+    "thickness_scale": 0.8993352104843749
+  },
+  "rq_target": 0.0022750543411965396,
+  "rq_actual": 0.0022750543411965396,
+  "ra_actual": 0.0018476210334799014,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    274,
+    127
+  ],
+  "physical_dimensions": [
+    0.18371633800946657,
+    0.038064563242212
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00051111017348141,
+    "max_slope": 0.007083464037193449,
+    "height_range": 0.08096338207066582,
+    "mean_height": 2.450288185850107e-18,
+    "std_height": 0.017445465918156693
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.858457",
+  "correlation_length": 0.020395437822631736,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7501558099541226,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.346699446105941,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000492.json b/metadata/naca_airfoil/sample_000492.json
new file mode 100644
index 0000000000000000000000000000000000000000..72f9a5fa0618ba62d1ec00e447eacd2c2e7522ea
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000492.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 492,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.9972408259086033,
+    "thickness_scale": 1.127675302664935
+  },
+  "rq_target": 0.0010501046335910928,
+  "rq_actual": 0.0010501046335910928,
+  "ra_actual": 0.0008530285326826348,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    284,
+    162
+  ],
+  "physical_dimensions": [
+    0.19578221322121248,
+    0.07923729481365605
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008738589417913303,
+    "max_slope": 0.014546390454652497,
+    "height_range": 0.16919981568236553,
+    "mean_height": -2.4710232507741268e-18,
+    "std_height": 0.03639847666180893
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.416924",
+  "correlation_length": 0.027867272293495365,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7517944790241997,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39651260706229363,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000494.json b/metadata/naca_airfoil/sample_000494.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb6b43a14239cca3b0bb54c2c6ef6800f8358f5e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000494.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 494,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.074875189926636,
+    "thickness_scale": 1.129773475892093
+  },
+  "rq_target": 0.001388369944382928,
+  "rq_actual": 0.001388369944382928,
+  "ra_actual": 0.00113697080700146,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    210,
+    140
+  ],
+  "physical_dimensions": [
+    0.16268913527032305,
+    0.05209479053472978
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000846334407846964,
+    "max_slope": 0.01350719666575837,
+    "height_range": 0.1356105298365214,
+    "mean_height": 3.866899242231838e-18,
+    "std_height": 0.029182894452977257
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.610818",
+  "correlation_length_x": 0.018073616900866816,
+  "correlation_length_y": 0.00278522814653952,
+  "orientation": 128.7252926384175,
+  "anisotropy_ratio": 6.489097463459935,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6701926299430042,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.316738033291815,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000501.json b/metadata/naca_airfoil/sample_000501.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9fdca4ade4c414a2c5ad917e0b7ee3d06c176ab
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000501.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 501,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.1799837333005365,
+    "thickness_scale": 1.045207545135378
+  },
+  "rq_target": 0.003118351598864059,
+  "rq_actual": 0.003118351598864059,
+  "ra_actual": 0.002553368250779166,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    277,
+    185
+  ],
+  "physical_dimensions": [
+    0.19862747843399142,
+    0.05882927617477449
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007604662755986895,
+    "max_slope": 0.014073513892273272,
+    "height_range": 0.15851572279322884,
+    "mean_height": 0.01567610385537193,
+    "std_height": 0.0344461407921923
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.365499",
+  "correlation_length_x": 0.033135381593488,
+  "correlation_length_y": 0.004933393579865518,
+  "orientation": 90.0,
+  "anisotropy_ratio": 6.716549380678291,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8241092074398484,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4766674952046287,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000502.json b/metadata/naca_airfoil/sample_000502.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1aa887090b7e350f605ad504efd60873e6a5620
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000502.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 502,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.162422506767048,
+    "thickness_scale": 1.1867880577498535
+  },
+  "rq_target": 0.004914737450973292,
+  "rq_actual": 0.004914737450973292,
+  "ra_actual": 0.003937797462144098,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    326,
+    122
+  ],
+  "physical_dimensions": [
+    0.15553159154587295,
+    0.06020546685993745
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010353933018286744,
+    "max_slope": 0.01251761114108523,
+    "height_range": 0.1656332932869946,
+    "mean_height": 0.046353814599524895,
+    "std_height": 0.03716301264066283
+  },
+  "generation_timestamp": "2025-11-08T03:25:32.456192",
+  "correlation_length_x": 0.018410945368795607,
+  "correlation_length_y": 0.00614776635363687,
+  "orientation": 54.409933365721685,
+  "anisotropy_ratio": 2.994737325679942,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7181004209381503,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47095294392171816,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000516.json b/metadata/naca_airfoil/sample_000516.json
new file mode 100644
index 0000000000000000000000000000000000000000..f046b8cb77cf46c143efc626a947b1382e2c8cac
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000516.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 516,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.336985599591734,
+    "thickness_scale": 1.059540754961462
+  },
+  "rq_target": 0.0006024925032703511,
+  "rq_actual": 0.0006024925032703511,
+  "ra_actual": 0.0004939488769672742,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    284,
+    115
+  ],
+  "physical_dimensions": [
+    0.1707768668045221,
+    0.060610287643945555
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011700148279745635,
+    "max_slope": 0.014608185018354966,
+    "height_range": 0.17024411543857534,
+    "mean_height": 0.035526948816690294,
+    "std_height": 0.037859354894726235
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.966433",
+  "correlation_length": 0.009401836622983984,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6992366839330624,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42097823921857735,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000522.json b/metadata/naca_airfoil/sample_000522.json
new file mode 100644
index 0000000000000000000000000000000000000000..406e35e2ebbc5e275a621d764e46270340f89511
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000522.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 522,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.7174328978706033,
+    "thickness_scale": 1.115902280350671
+  },
+  "rq_target": 0.003409343842548337,
+  "rq_actual": 0.0034093438425483375,
+  "ra_actual": 0.002799722672925411,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    392,
+    134
+  ],
+  "physical_dimensions": [
+    0.1735296232888502,
+    0.03545255263427825
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001042490345329675,
+    "max_slope": 0.013170405646344929,
+    "height_range": 0.18608428101708543,
+    "mean_height": 0.04568106721815175,
+    "std_height": 0.041542125686166165
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.700584",
+  "correlation_length_x": 0.014504771868940104,
+  "correlation_length_y": 0.0058086751381155695,
+  "orientation": 121.69846468432465,
+  "anisotropy_ratio": 2.4970878081582115,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8030849539032768,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4243598099043116,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000527.json b/metadata/naca_airfoil/sample_000527.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b457fd5bcc963117bb9a83aa691fccd125ae2bb
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000527.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 527,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.1038041101603688,
+    "thickness_scale": 0.9080296358958029
+  },
+  "rq_target": 0.001998210050528502,
+  "rq_actual": 0.001998210050528502,
+  "ra_actual": 0.0016587477869116371,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    209,
+    140
+  ],
+  "physical_dimensions": [
+    0.1827145301740279,
+    0.0743671657193936
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000966614246629788,
+    "max_slope": 0.014656651786382632,
+    "height_range": 0.14509081643602947,
+    "mean_height": 0.029293234982369847,
+    "std_height": 0.03218997531026279
+  },
+  "generation_timestamp": "2025-11-08T03:28:35.399236",
+  "correlation_length": 0.02924540776485795,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8107174285492356,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31356909294645735,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000529.json b/metadata/naca_airfoil/sample_000529.json
new file mode 100644
index 0000000000000000000000000000000000000000..94e7301cc86d68fd3d0537ca75559f1b48871135
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000529.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 529,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.2718394826597437,
+    "thickness_scale": 0.8424796748843038
+  },
+  "rq_target": 0.0020475826366173787,
+  "rq_actual": 0.0020475826366173787,
+  "ra_actual": 0.0016367857817892514,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    251,
+    188
+  ],
+  "physical_dimensions": [
+    0.18731351243031621,
+    0.04138127485721791
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00036379029045031106,
+    "max_slope": 0.0069256873975399955,
+    "height_range": 0.0758449906185551,
+    "mean_height": 1.20461597992727e-18,
+    "std_height": 0.016298107716512883
+  },
+  "generation_timestamp": "2025-11-08T03:28:35.747697",
+  "correlation_length_x": 0.03741070582971056,
+  "correlation_length_y": 0.014543274480139364,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.57237157153291,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7319195953917179,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35090897615172056,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000532.json b/metadata/naca_airfoil/sample_000532.json
new file mode 100644
index 0000000000000000000000000000000000000000..952b835a87e7afdac717720fb3037b5d9a876fa4
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000532.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 532,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.0106877844122542,
+    "thickness_scale": 0.8536978372486825
+  },
+  "rq_target": 0.001318314413840352,
+  "rq_actual": 0.001318314413840352,
+  "ra_actual": 0.001089205496611105,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    201,
+    171
+  ],
+  "physical_dimensions": [
+    0.17453588677173673,
+    0.03498955024507683
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007360759469291155,
+    "max_slope": 0.013535107484770185,
+    "height_range": 0.12962644862580977,
+    "mean_height": 0.013408443972376359,
+    "std_height": 0.028190831597305555
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.054913",
+  "correlation_length_x": 0.16310066865433742,
+  "correlation_length_y": 0.016278665146380444,
+  "orientation": 15.76863270195609,
+  "anisotropy_ratio": 10.019290106879728,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7857745799992987,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37868266363149905,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000534.json b/metadata/naca_airfoil/sample_000534.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2ae3bca428366ad7873251f71d2cb97db3f6208
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000534.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 534,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.1899261182246446,
+    "thickness_scale": 1.0755920977432614
+  },
+  "rq_target": 0.0022313360888519796,
+  "rq_actual": 0.0022313360888519796,
+  "ra_actual": 0.0018159318467988923,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    366,
+    131
+  ],
+  "physical_dimensions": [
+    0.1977459414416932,
+    0.04717834176306701
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005672145083791907,
+    "max_slope": 0.007353476686885251,
+    "height_range": 0.09683063299134186,
+    "mean_height": 1.1855716610521841e-18,
+    "std_height": 0.02086919141819623
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.390262",
+  "correlation_length_x": 0.03942432136729081,
+  "correlation_length_y": 0.005532881326486599,
+  "orientation": 66.6881364113753,
+  "anisotropy_ratio": 7.1254594199520636,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7075987747104661,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4867042994672958,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000537.json b/metadata/naca_airfoil/sample_000537.json
new file mode 100644
index 0000000000000000000000000000000000000000..13e9cf170ec568f150a0af96ac6bd1d573283f7d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000537.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 537,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.5473750421143464,
+    "thickness_scale": 1.1706841972492392
+  },
+  "rq_target": 0.0034119183097202884,
+  "rq_actual": 0.0034119183097202884,
+  "ra_actual": 0.0027920664627178932,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    369,
+    135
+  ],
+  "physical_dimensions": [
+    0.16166514086055467,
+    0.06833659655369372
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001001330026901304,
+    "max_slope": 0.013286095383088692,
+    "height_range": 0.1756526286011556,
+    "mean_height": -4.564361646958387e-18,
+    "std_height": 0.037848891160388795
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.749221",
+  "correlation_length": 0.0623129541947698,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6741974173869667,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4354165724524106,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000538.json b/metadata/naca_airfoil/sample_000538.json
new file mode 100644
index 0000000000000000000000000000000000000000..921f086cc0b644c7c9ec55ede6fa0c0f17c67048
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000538.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 538,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.4243226781670855,
+    "thickness_scale": 1.1712187207111995
+  },
+  "rq_target": 0.001847506539479839,
+  "rq_actual": 0.0018475065394798387,
+  "ra_actual": 0.001510638294432244,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    257,
+    128
+  ],
+  "physical_dimensions": [
+    0.18559293901356502,
+    0.060318069867572134
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001116824860448524,
+    "max_slope": 0.015863028310818122,
+    "height_range": 0.17573278385270003,
+    "mean_height": 0.0,
+    "std_height": 0.03785889069741337
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.842553",
+  "correlation_length_x": 0.023851866447641253,
+  "correlation_length_y": 0.024647524128493744,
+  "orientation": 60.0,
+  "anisotropy_ratio": 0.9677185555553358,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8077171449361655,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34204963307806435,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000548.json b/metadata/naca_airfoil/sample_000548.json
new file mode 100644
index 0000000000000000000000000000000000000000..20937e93a0f61119af12acdc8b2fa11e2a670e0c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000548.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 548,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.6754728975861386,
+    "thickness_scale": 1.0538507368606036
+  },
+  "rq_target": 0.00462787821405086,
+  "rq_actual": 0.00462787821405086,
+  "ra_actual": 0.003744188170559319,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    334,
+    174
+  ],
+  "physical_dimensions": [
+    0.15751030873762134,
+    0.047427479386647486
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006362842974318887,
+    "max_slope": 0.010547707102621848,
+    "height_range": 0.13159020210980776,
+    "mean_height": 0.022272544313828614,
+    "std_height": 0.02900510121943713
+  },
+  "generation_timestamp": "2025-11-08T03:28:38.152779",
+  "correlation_length": 0.06094417432321015,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.754366723639603,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4309717571504717,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000554.json b/metadata/naca_airfoil/sample_000554.json
new file mode 100644
index 0000000000000000000000000000000000000000..74f88067615a41f4c1bfd07d3ad80d7595aee917
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000554.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 554,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.8221564939388477,
+    "thickness_scale": 1.011049680520125
+  },
+  "rq_target": 0.003377561272123103,
+  "rq_actual": 0.003377561272123103,
+  "ra_actual": 0.0027773886114854157,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    203,
+    108
+  ],
+  "physical_dimensions": [
+    0.15738744794910717,
+    0.03445217582810613
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001161977134097999,
+    "max_slope": 0.015360978665471769,
+    "height_range": 0.15169847373112805,
+    "mean_height": 0.0,
+    "std_height": 0.03271164809424032
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.012689",
+  "correlation_length_x": 0.04146600163438271,
+  "correlation_length_y": 0.006860185384420169,
+  "orientation": 90.0,
+  "anisotropy_ratio": 6.044443307400135,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7960098408146736,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4974064534767295,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000555.json b/metadata/naca_airfoil/sample_000555.json
new file mode 100644
index 0000000000000000000000000000000000000000..93d9d3ed516ded0362871505aeb2f9e2cc403347
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000555.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 555,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.645967425066226,
+    "thickness_scale": 1.0368837906920871
+  },
+  "rq_target": 0.002703194212829774,
+  "rq_actual": 0.002703194212829774,
+  "ra_actual": 0.002157338752743912,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    381,
+    121
+  ],
+  "physical_dimensions": [
+    0.16624749197934033,
+    0.05708675950649274
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007819075308707,
+    "max_slope": 0.009437082953099894,
+    "height_range": 0.12505904624593883,
+    "mean_height": 0.008590230998464668,
+    "std_height": 0.02712042363405694
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.132544",
+  "correlation_length": 0.03936052579234842,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6821741098535044,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.490403121199278,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000558.json b/metadata/naca_airfoil/sample_000558.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a469fc88dd659412a3b243fbc11e5b29ed82740
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000558.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 558,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.3097375786190513,
+    "thickness_scale": 0.8854714701092204
+  },
+  "rq_target": 0.003476847217177109,
+  "rq_actual": 0.003476847217177109,
+  "ra_actual": 0.002898712289717519,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    206,
+    196
+  ],
+  "physical_dimensions": [
+    0.1717295256966274,
+    0.041450721299521674
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000592430214010031,
+    "max_slope": 0.011320920575466447,
+    "height_range": 0.10988815669627555,
+    "mean_height": 0.017377964300730256,
+    "std_height": 0.02414851516630242
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.412200",
+  "correlation_length_x": 0.04337755670879688,
+  "correlation_length_y": 0.013064669994444604,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.3202183237113534,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8323478260503141,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49835230785559415,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000560.json b/metadata/naca_airfoil/sample_000560.json
new file mode 100644
index 0000000000000000000000000000000000000000..b53e31cdd368345f020074d5c1f6979da9af621b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000560.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 560,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.2676475206216602,
+    "thickness_scale": 1.155855756573709
+  },
+  "rq_target": 0.0011686619164187667,
+  "rq_actual": 0.0011686619164187667,
+  "ra_actual": 0.000959390311965887,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    359,
+    169
+  ],
+  "physical_dimensions": [
+    0.1646981379747138,
+    0.041545544637429245
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006775594065631283,
+    "max_slope": 0.010989243311569372,
+    "height_range": 0.14106781861916945,
+    "mean_height": 0.016854749294477556,
+    "std_height": 0.03080247283559419
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.735840",
+  "correlation_length": 0.03787838938829446,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7867115460681414,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36864209570103307,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000565.json b/metadata/naca_airfoil/sample_000565.json
new file mode 100644
index 0000000000000000000000000000000000000000..84f376dbab8acf171168852a3577ea5cb2b266d8
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000565.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 565,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.028542394977662,
+    "thickness_scale": 0.9715857943046027
+  },
+  "rq_target": 0.00208455993172123,
+  "rq_actual": 0.00208455993172123,
+  "ra_actual": 0.0016666601858138532,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    207,
+    106
+  ],
+  "physical_dimensions": [
+    0.19588758899438,
+    0.05495187108250045
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011501078610288362,
+    "max_slope": 0.015118215840460128,
+    "height_range": 0.14714073908919467,
+    "mean_height": 0.013647312941226172,
+    "std_height": 0.03204583137241162
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.307955",
+  "correlation_length_x": 0.05314623265880783,
+  "correlation_length_y": 0.021255038797768595,
+  "orientation": 153.9353177682281,
+  "anisotropy_ratio": 2.5004062878674795,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6933588557506914,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43376212613931353,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000574.json b/metadata/naca_airfoil/sample_000574.json
new file mode 100644
index 0000000000000000000000000000000000000000..41dbdc366f622907d120dfd2982ef474f0da336e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000574.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 574,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.4191548375582064,
+    "thickness_scale": 1.1255500943525099
+  },
+  "rq_target": 0.002875709141437697,
+  "rq_actual": 0.002875709141437697,
+  "ra_actual": 0.002375458105384726,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    266,
+    199
+  ],
+  "physical_dimensions": [
+    0.1821471476960075,
+    0.040313444645230546
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006514165709706081,
+    "max_slope": 0.01252548737247877,
+    "height_range": 0.13823988245761232,
+    "mean_height": 0.018850649298952266,
+    "std_height": 0.03025328980369879
+  },
+  "generation_timestamp": "2025-11-08T03:31:46.346365",
+  "correlation_length": 0.04514539529671309,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6500167491890907,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41382022124506485,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000575.json b/metadata/naca_airfoil/sample_000575.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa3892bca7fabf040dce4a7240ec6c06ad99bee6
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000575.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 575,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.300105127777246,
+    "thickness_scale": 1.0344414177229422
+  },
+  "rq_target": 0.0015389978145348515,
+  "rq_actual": 0.0015389978145348513,
+  "ra_actual": 0.0012638165032365823,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    208,
+    129
+  ],
+  "physical_dimensions": [
+    0.15453780840460646,
+    0.032039702625637025
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006188718862171574,
+    "max_slope": 0.009318867180448795,
+    "height_range": 0.09312649566425209,
+    "mean_height": 0.0,
+    "std_height": 0.02005204061533591
+  },
+  "generation_timestamp": "2025-11-08T03:34:49.797112",
+  "correlation_length": 0.015674344924044636,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8189123430215139,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4977753314455399,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000583.json b/metadata/naca_airfoil/sample_000583.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4a02ce1160c6e25c46014f95021bb61eedcbb05
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000583.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 583,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.7503104376145244,
+    "thickness_scale": 0.8324435905949064
+  },
+  "rq_target": 0.002900490063188603,
+  "rq_actual": 0.0029004900631886027,
+  "ra_actual": 0.0023334677709425738,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    349,
+    184
+  ],
+  "physical_dimensions": [
+    0.195908192898294,
+    0.07391003115902639
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007154389932281872,
+    "max_slope": 0.010711025976775444,
+    "height_range": 0.15160803988360397,
+    "mean_height": 0.046540805677077544,
+    "std_height": 0.034089410940319274
+  },
+  "generation_timestamp": "2025-11-08T03:34:50.799568",
+  "correlation_length": 0.06274177226451685,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6730981140130459,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3634161850536568,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000584.json b/metadata/naca_airfoil/sample_000584.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1cba7c4ae9e2e49b120215430e93c33ddb1ac46
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000584.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 584,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.180352630879971,
+    "thickness_scale": 1.1259254407932566
+  },
+  "rq_target": 0.0014132777938643134,
+  "rq_actual": 0.0014132777938643132,
+  "ra_actual": 0.0011350710015772955,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    308,
+    169
+  ],
+  "physical_dimensions": [
+    0.16173540009168877,
+    0.043513484350304714
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000895792038819463,
+    "max_slope": 0.014725193209111453,
+    "height_range": 0.17666357322586174,
+    "mean_height": 0.03137352828050148,
+    "std_height": 0.039002119037373065
+  },
+  "generation_timestamp": "2025-11-08T03:34:50.938703",
+  "correlation_length": 0.017950152371490277,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7972874989528307,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37162796987402735,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000586.json b/metadata/naca_airfoil/sample_000586.json
new file mode 100644
index 0000000000000000000000000000000000000000..eda9195bf6c3157463744e7fa6b5ebf231a5d89e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000586.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 586,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.7451532858500345,
+    "thickness_scale": 0.9280187280085478
+  },
+  "rq_target": 0.0011355205724232612,
+  "rq_actual": 0.0011355205724232612,
+  "ra_actual": 0.0009249369269966193,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    237,
+    191
+  ],
+  "physical_dimensions": [
+    0.19830625585309733,
+    0.11232162235734804
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007225012532496213,
+    "max_slope": 0.013703707557045478,
+    "height_range": 0.1426196489013388,
+    "mean_height": 0.019786541437900138,
+    "std_height": 0.031228867261913866
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.213378",
+  "correlation_length_x": 0.028183018333054692,
+  "correlation_length_y": 0.0039021580142500592,
+  "orientation": 173.9611983177763,
+  "anisotropy_ratio": 7.222418525886138,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8079921558949862,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4631620023334626,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000587.json b/metadata/naca_airfoil/sample_000587.json
new file mode 100644
index 0000000000000000000000000000000000000000..eaadc199b183690308f56836919c7a3d1b2bab49
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000587.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 587,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.2046699750552796,
+    "thickness_scale": 1.1758259008292455
+  },
+  "rq_target": 0.0024258578188941244,
+  "rq_actual": 0.002425857818894124,
+  "ra_actual": 0.001964832605920204,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    245,
+    134
+  ],
+  "physical_dimensions": [
+    0.15769570633077037,
+    0.08082486878992347
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013116065296811994,
+    "max_slope": 0.019561410929126655,
+    "height_range": 0.2117092579745081,
+    "mean_height": 0.0,
+    "std_height": 0.04558901848998837
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.296570",
+  "correlation_length_x": 0.016586502865774313,
+  "correlation_length_y": 0.0038051172738045253,
+  "orientation": 45.0,
+  "anisotropy_ratio": 4.358999124668342,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.754331940915298,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4351378576126458,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000588.json b/metadata/naca_airfoil/sample_000588.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d93b1e8fc78e8b7ec733871bf321e92254828e4
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000588.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 588,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.695069975450643,
+    "thickness_scale": 0.8661760524809972
+  },
+  "rq_target": 0.004740083551434258,
+  "rq_actual": 0.004740083551434258,
+  "ra_actual": 0.0039035248077401775,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    328,
+    102
+  ],
+  "physical_dimensions": [
+    0.16685595875012338,
+    0.08564795570048106
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010566674550457848,
+    "max_slope": 0.0098800500444376,
+    "height_range": 0.16282817135283678,
+    "mean_height": 0.06759542450775553,
+    "std_height": 0.03787933728663678
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.379719",
+  "correlation_length_x": 0.08717853943505037,
+  "correlation_length_y": 0.04179677074554631,
+  "orientation": 160.12859346450486,
+  "anisotropy_ratio": 2.0857721273679917,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.656219420910554,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.353632674809193,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000591.json b/metadata/naca_airfoil/sample_000591.json
new file mode 100644
index 0000000000000000000000000000000000000000..f04e71c66f161334bbe33687ac6c2272cf187f05
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000591.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 591,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.957177203062006,
+    "thickness_scale": 1.1544519336445553
+  },
+  "rq_target": 0.002236737393658329,
+  "rq_actual": 0.002236737393658329,
+  "ra_actual": 0.001810362682183137,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    307,
+    178
+  ],
+  "physical_dimensions": [
+    0.18319862324750988,
+    0.0489435233751278
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008166147146995477,
+    "max_slope": 0.014335811130430804,
+    "height_range": 0.17321719821346834,
+    "mean_height": 0.0,
+    "std_height": 0.03724705896878926
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.749866",
+  "correlation_length": 0.01629857194494718,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7889282134123337,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3116048983916153,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000608.json b/metadata/naca_airfoil/sample_000608.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cda068bd6074111462e564857d0742384476e45
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000608.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 608,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.2130971275663427,
+    "thickness_scale": 1.0470747511864555
+  },
+  "rq_target": 0.0026400689802107413,
+  "rq_actual": 0.0026400689802107413,
+  "ra_actual": 0.00221497859973589,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    347,
+    147
+  ],
+  "physical_dimensions": [
+    0.17608060850851517,
+    0.05397999494963437
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008413844149256337,
+    "max_slope": 0.012246338348287679,
+    "height_range": 0.15710609564863157,
+    "mean_height": 4.457520740324885e-18,
+    "std_height": 0.03382912686091874
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.027690",
+  "correlation_length": 0.01915826626750672,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7489386782738846,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3707153413975482,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000609.json b/metadata/naca_airfoil/sample_000609.json
new file mode 100644
index 0000000000000000000000000000000000000000..83a7ec0821b9f3940b840aaf2bf5d773944a21f9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000609.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 609,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.8317373689935301,
+    "thickness_scale": 1.1428860721860374
+  },
+  "rq_target": 0.003647928260743109,
+  "rq_actual": 0.003647928260743109,
+  "ra_actual": 0.0030152726522057137,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    205,
+    103
+  ],
+  "physical_dimensions": [
+    0.1906381825520456,
+    0.048677117658565146
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008164512489871392,
+    "max_slope": 0.010368825883843937,
+    "height_range": 0.10288910483947594,
+    "mean_height": 1.3460435439452525e-18,
+    "std_height": 0.022196779281152153
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.083736",
+  "correlation_length": 0.007077682470382332,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7386296545924379,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49522536257153366,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000614.json b/metadata/naca_airfoil/sample_000614.json
new file mode 100644
index 0000000000000000000000000000000000000000..5aa5698088fda79d1747062e2bceb11e114c10e9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000614.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 614,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.6126569834314242,
+    "thickness_scale": 1.1375996371851673
+  },
+  "rq_target": 0.0019177050102514343,
+  "rq_actual": 0.0019177050102514338,
+  "ra_actual": 0.0015250172709774,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    238,
+    192
+  ],
+  "physical_dimensions": [
+    0.19439454732268557,
+    0.04265353222604268
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000985771746444849,
+    "max_slope": 0.019194785976737804,
+    "height_range": 0.20482683611453223,
+    "mean_height": 0.0,
+    "std_height": 0.04400490795012358
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.548846",
+  "correlation_length": 0.05061443194999442,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6658926293083739,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32700583547068546,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000619.json b/metadata/naca_airfoil/sample_000619.json
new file mode 100644
index 0000000000000000000000000000000000000000..6754c575121ffcf8949f3b44e1677c478445b2a7
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000619.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 619,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.8060131377015886,
+    "thickness_scale": 0.932767148459897
+  },
+  "rq_target": 0.002661408469607318,
+  "rq_actual": 0.0026614084696073175,
+  "ra_actual": 0.002234669308842864,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    351,
+    166
+  ],
+  "physical_dimensions": [
+    0.1530781301749696,
+    0.037164728155942885
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005513178864140319,
+    "max_slope": 0.008908180091511484,
+    "height_range": 0.11305795346934377,
+    "mean_height": 0.010716132928658384,
+    "std_height": 0.024570595659624578
+  },
+  "generation_timestamp": "2025-11-08T03:37:47.089226",
+  "correlation_length_x": 0.03632094667153929,
+  "correlation_length_y": 0.012633729617343083,
+  "orientation": 12.313125034525703,
+  "anisotropy_ratio": 2.8749187905430027,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6556900506681096,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3533527334860118,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000620.json b/metadata/naca_airfoil/sample_000620.json
new file mode 100644
index 0000000000000000000000000000000000000000..51284f26dc713d4572467ea0ca55247a5d63712d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000620.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 620,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.7348893443051565,
+    "thickness_scale": 1.1940754929117523
+  },
+  "rq_target": 0.003477553006242005,
+  "rq_actual": 0.003477553006242005,
+  "ra_actual": 0.0028441636217658418,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    306,
+    109
+  ],
+  "physical_dimensions": [
+    0.1954519338638036,
+    0.09108481088638078
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012920586592844096,
+    "max_slope": 0.015418002053715388,
+    "height_range": 0.1825990212862308,
+    "mean_height": 0.023056005439849543,
+    "std_height": 0.04004013162636491
+  },
+  "generation_timestamp": "2025-11-08T03:37:47.191386",
+  "correlation_length_x": 0.018699428490562366,
+  "correlation_length_y": 0.007578913241354221,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.4672968135496296,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6791756669565776,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35991349343450274,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000624.json b/metadata/naca_airfoil/sample_000624.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0b9151c5d160991cea5b0a1a7558e65ac49d51a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000624.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 624,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.8509499308472948,
+    "thickness_scale": 0.9763281872093801
+  },
+  "rq_target": 0.001139458435267757,
+  "rq_actual": 0.001139458435267757,
+  "ra_actual": 0.0009305257845251933,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    348,
+    112
+  ],
+  "physical_dimensions": [
+    0.1727904482914448,
+    0.04716035909976652
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007928407082411807,
+    "max_slope": 0.009122264687721014,
+    "height_range": 0.11719310492478399,
+    "mean_height": 1.4584210504107146e-18,
+    "std_height": 0.02528855622531368
+  },
+  "generation_timestamp": "2025-11-08T03:37:47.732255",
+  "correlation_length": 0.009020093601807812,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7981090291768572,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4367469801387457,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000626.json b/metadata/naca_airfoil/sample_000626.json
new file mode 100644
index 0000000000000000000000000000000000000000..846936b74e040def5044be38af63bf569be63841
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000626.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 626,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.000963662363358,
+    "thickness_scale": 1.0592404664838904
+  },
+  "rq_target": 0.0032139049292529984,
+  "rq_actual": 0.003213904929252998,
+  "ra_actual": 0.0026319419890204463,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    245,
+    197
+  ],
+  "physical_dimensions": [
+    0.16053307229794694,
+    0.05147152486568657
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005955064215538246,
+    "max_slope": 0.01174790588926379,
+    "height_range": 0.12714524773195554,
+    "mean_height": 0.0,
+    "std_height": 0.02731391918940157
+  },
+  "generation_timestamp": "2025-11-08T03:40:49.569162",
+  "correlation_length_x": 0.026967297017255372,
+  "correlation_length_y": 0.010895346548456943,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.4751206303827593,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7667529158714191,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40798957993890883,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000631.json b/metadata/naca_airfoil/sample_000631.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ba64e3a630bf1d0f5b014892e9dfc7ed89a5f48
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000631.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 631,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.5820694608121281,
+    "thickness_scale": 0.9102066579114398
+  },
+  "rq_target": 0.0027626250237328693,
+  "rq_actual": 0.0027626250237328693,
+  "ra_actual": 0.002289786804661278,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    275,
+    115
+  ],
+  "physical_dimensions": [
+    0.1642252192786367,
+    0.035445128854608744
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009353235854451143,
+    "max_slope": 0.01192725348704834,
+    "height_range": 0.1365701437408797,
+    "mean_height": 0.0,
+    "std_height": 0.0294516417523929
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.169097",
+  "correlation_length_x": 0.0370897345895582,
+  "correlation_length_y": 0.012620771048729041,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.93878515396199,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6933047098347905,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3572523207096895,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000632.json b/metadata/naca_airfoil/sample_000632.json
new file mode 100644
index 0000000000000000000000000000000000000000..257e8cda1f2721c855deaa87cd3ca7dd89ebfb8a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000632.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 632,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.4736934247127214,
+    "thickness_scale": 1.1664255204656508
+  },
+  "rq_target": 0.0019477084128551084,
+  "rq_actual": 0.0019477084128551084,
+  "ra_actual": 0.0016154440201382324,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    397,
+    124
+  ],
+  "physical_dimensions": [
+    0.18477960331088317,
+    0.05614914733793647
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011254258643983318,
+    "max_slope": 0.013513745902579092,
+    "height_range": 0.18745532321739428,
+    "mean_height": 0.03919924232204379,
+    "std_height": 0.04166865807138168
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.310247",
+  "correlation_length_x": 0.01730958992245487,
+  "correlation_length_y": 0.009643772846474195,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.7948981376913427,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7536308723658843,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42526611474821185,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000635.json b/metadata/naca_airfoil/sample_000635.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd0454d85579edcceca8268a8167c7369cb86489
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000635.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 635,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.5205967680018924,
+    "thickness_scale": 1.09006892931714
+  },
+  "rq_target": 0.0016298090913419428,
+  "rq_actual": 0.0016298090913419428,
+  "ra_actual": 0.0013168560905441014,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    322,
+    190
+  ],
+  "physical_dimensions": [
+    0.16755103318359224,
+    0.05464909741299567
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008700480281027176,
+    "max_slope": 0.015869085604300625,
+    "height_range": 0.19626846371386167,
+    "mean_height": 0.0,
+    "std_height": 0.042192043393549594
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.744936",
+  "correlation_length": 0.032413038951680184,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7744227412896818,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33117611801997615,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000637.json b/metadata/naca_airfoil/sample_000637.json
new file mode 100644
index 0000000000000000000000000000000000000000..20ea64a1f8ebbc257f6d5cdfe026787d125cb8fd
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000637.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 637,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.6268752368437129,
+    "thickness_scale": 0.8775005474144922
+  },
+  "rq_target": 0.001990338632715297,
+  "rq_actual": 0.001990338632715297,
+  "ra_actual": 0.00159924047064457,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    253,
+    137
+  ],
+  "physical_dimensions": [
+    0.15165471366656033,
+    0.06457110369838101
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00071859038248154,
+    "max_slope": 0.010323527490263747,
+    "height_range": 0.113903742421773,
+    "mean_height": 0.02497548895048921,
+    "std_height": 0.02533975979834602
+  },
+  "generation_timestamp": "2025-11-08T03:40:50.959962",
+  "correlation_length_x": 0.044629999920099785,
+  "correlation_length_y": 0.0027504344488815903,
+  "orientation": 19.81894297701689,
+  "anisotropy_ratio": 16.226527390335622,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.672343919199335,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4041836132796478,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000639.json b/metadata/naca_airfoil/sample_000639.json
new file mode 100644
index 0000000000000000000000000000000000000000..59cfa7859aafdfcad95abf5ba0d675343424c9f3
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000639.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 639,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.6445465351772326,
+    "thickness_scale": 0.9842479593648349
+  },
+  "rq_target": 0.0028028959746744363,
+  "rq_actual": 0.0028028959746744363,
+  "ra_actual": 0.0022738969263306126,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    287,
+    191
+  ],
+  "physical_dimensions": [
+    0.18627662945311108,
+    0.06604395958681288
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006725571244466904,
+    "max_slope": 0.012631261960977561,
+    "height_range": 0.1476792746326286,
+    "mean_height": -2.073933957013628e-18,
+    "std_height": 0.031739837861266905
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.196228",
+  "correlation_length": 0.035459913498853975,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8251553299932558,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45172493216512105,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000641.json b/metadata/naca_airfoil/sample_000641.json
new file mode 100644
index 0000000000000000000000000000000000000000..b01e75881fa8dddf869e848327bba3d267d02b2a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000641.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 641,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.4714483451404547,
+    "thickness_scale": 0.9880754961217265
+  },
+  "rq_target": 0.0005254453840754981,
+  "rq_actual": 0.0005254453840754981,
+  "ra_actual": 0.0004346325495472683,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    392,
+    108
+  ],
+  "physical_dimensions": [
+    0.19810671646938233,
+    0.07540381561277248
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010896065685884794,
+    "max_slope": 0.01163662110592072,
+    "height_range": 0.16360188217203944,
+    "mean_height": 0.039138257364081094,
+    "std_height": 0.036544824756593375
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.476752",
+  "correlation_length_x": 0.017797704264261572,
+  "correlation_length_y": 0.0015539320422287273,
+  "orientation": 138.29819792861667,
+  "anisotropy_ratio": 11.453335011185697,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6784459828754377,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3926737703078656,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000645.json b/metadata/naca_airfoil/sample_000645.json
new file mode 100644
index 0000000000000000000000000000000000000000..a86713d47dc3c2df821f01004ad1a6b723c08cb8
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000645.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 645,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.3469101740037248,
+    "thickness_scale": 1.0336821320833163
+  },
+  "rq_target": 0.00260455141893828,
+  "rq_actual": 0.00260455141893828,
+  "ra_actual": 0.0021341876745725017,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    246,
+    121
+  ],
+  "physical_dimensions": [
+    0.18568270697043968,
+    0.040218523160599366
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012488160727534773,
+    "max_slope": 0.017162543971430574,
+    "height_range": 0.18611389444384632,
+    "mean_height": 0.0,
+    "std_height": 0.04011031871626627
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.853676",
+  "correlation_length": 0.013974872526383759,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6908213486721355,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42989375163808263,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000649.json b/metadata/naca_airfoil/sample_000649.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffb2cedf57e66ff45d1ca9faea4f8511af90b380
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000649.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 649,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.561673253076493,
+    "thickness_scale": 1.1978753774188138
+  },
+  "rq_target": 0.0023806999125244284,
+  "rq_actual": 0.002380699912524428,
+  "ra_actual": 0.0019435571076807797,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    393,
+    167
+  ],
+  "physical_dimensions": [
+    0.19233710593236683,
+    0.05928009816424224
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008467060491145962,
+    "max_slope": 0.013181422951937336,
+    "height_range": 0.17973207324628482,
+    "mean_height": 3.4644249736135676e-18,
+    "std_height": 0.03867629415701994
+  },
+  "generation_timestamp": "2025-11-08T03:40:52.289063",
+  "correlation_length_x": 0.016981920057146837,
+  "correlation_length_y": 0.010614742894085804,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.5998428060474852,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7307647768666226,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4864197810483879,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000650.json b/metadata/naca_airfoil/sample_000650.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d4e5ece2a61481db1ff29832dcd8ab3fcdf0d5c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000650.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 650,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.6875931869728114,
+    "thickness_scale": 1.0636127394000057
+  },
+  "rq_target": 0.0009863976914600164,
+  "rq_actual": 0.0009863976914600164,
+  "ra_actual": 0.0008215064559381128,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    302,
+    124
+  ],
+  "physical_dimensions": [
+    0.1785029288109102,
+    0.09893628773257106
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010429382623113872,
+    "max_slope": 0.013872550256816192,
+    "height_range": 0.16334868818869122,
+    "mean_height": 0.022426477254913816,
+    "std_height": 0.03585978921516306
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.151651",
+  "correlation_length": 0.011384275828838327,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6987941600560421,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4857661627004224,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000653.json b/metadata/naca_airfoil/sample_000653.json
new file mode 100644
index 0000000000000000000000000000000000000000..62177948da4f44ebb6b358bc5ce4d190a66242cc
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000653.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 653,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.6057735564025912,
+    "thickness_scale": 1.1181274176042495
+  },
+  "rq_target": 0.0017620034142792277,
+  "rq_actual": 0.0017620034142792277,
+  "ra_actual": 0.0014353860525598845,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    280,
+    151
+  ],
+  "physical_dimensions": [
+    0.17502012149053622,
+    0.04259393918737676
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009379028619858582,
+    "max_slope": 0.0149557874548756,
+    "height_range": 0.1694170985475036,
+    "mean_height": 0.016096053353591013,
+    "std_height": 0.03683143056148049
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.437461",
+  "correlation_length_x": 0.008036581781820169,
+  "correlation_length_y": 0.020367380980975094,
+  "orientation": 90.0,
+  "anisotropy_ratio": 0.39458101114360433,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7989896269594736,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33525704039176274,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000657.json b/metadata/naca_airfoil/sample_000657.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ac4dd1e067c421d04c59d6f21974b35f5783e16
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000657.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 657,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.2882572560197527,
+    "thickness_scale": 0.8329753823647633
+  },
+  "rq_target": 0.001938688338125329,
+  "rq_actual": 0.0019386883381253288,
+  "ra_actual": 0.0015617347450198038,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    232,
+    168
+  ],
+  "physical_dimensions": [
+    0.17544066483514972,
+    0.063317966754353
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005817806142632805,
+    "max_slope": 0.010041875052124014,
+    "height_range": 0.10375150629123248,
+    "mean_height": 0.017102391833656257,
+    "std_height": 0.022849443270045615
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.846034",
+  "correlation_length_x": 0.01809168415360429,
+  "correlation_length_y": 0.008732028826856714,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.0718763660010486,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6525039263130611,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3261623637465523,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000658.json b/metadata/naca_airfoil/sample_000658.json
new file mode 100644
index 0000000000000000000000000000000000000000..a476c4041d09177e11f073acbc0355c3db31613f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000658.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 658,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.2563399904673525,
+    "thickness_scale": 1.1294430964056714
+  },
+  "rq_target": 0.0007041841327018157,
+  "rq_actual": 0.0007041841327018159,
+  "ra_actual": 0.000572979323787774,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    253,
+    195
+  ],
+  "physical_dimensions": [
+    0.17085046450435853,
+    0.0454303705540442
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008172481712372621,
+    "max_slope": 0.015910790069487854,
+    "height_range": 0.17123134173069432,
+    "mean_height": 0.016684715823178438,
+    "std_height": 0.03718420592857844
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.959430",
+  "correlation_length_x": 0.047610172811116715,
+  "correlation_length_y": 0.0025250830653999064,
+  "orientation": 159.60766545024686,
+  "anisotropy_ratio": 18.854893711615986,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6605754144169534,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3804146513025355,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000660.json b/metadata/naca_airfoil/sample_000660.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e5e78936def2e1fcc010372f2f3d1f386e2fef9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000660.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 660,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.8070133847618359,
+    "thickness_scale": 0.8435413380365077
+  },
+  "rq_target": 0.0036792782402225712,
+  "rq_actual": 0.003679278240222571,
+  "ra_actual": 0.0030000856005787933,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    305,
+    116
+  ],
+  "physical_dimensions": [
+    0.1848799197097909,
+    0.06731869249686209
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000845981948135628,
+    "max_slope": 0.010508488805660163,
+    "height_range": 0.12656751456718388,
+    "mean_height": 0.0,
+    "std_height": 0.02729744109873936
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.194511",
+  "correlation_length_x": 0.024829154109831865,
+  "correlation_length_y": 0.009983843068868868,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.4869335323641977,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7896991937800343,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46126639598190566,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000662.json b/metadata/naca_airfoil/sample_000662.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f0b8a00cb8c4aa81caceccd35c70df1a907e6e8
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000662.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 662,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.5628665960939916,
+    "thickness_scale": 0.9484545942722038
+  },
+  "rq_target": 0.002761046893815541,
+  "rq_actual": 0.002761046893815541,
+  "ra_actual": 0.0022108582354271496,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    216,
+    173
+  ],
+  "physical_dimensions": [
+    0.16204347794813914,
+    0.044760771984566454
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006074561962458343,
+    "max_slope": 0.011185004223147142,
+    "height_range": 0.11384532252334895,
+    "mean_height": -1.5211790532222226e-18,
+    "std_height": 0.024467578312301005
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.394133",
+  "correlation_length": 0.015034297367777285,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6514325426810152,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.312496046919465,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000664.json b/metadata/naca_airfoil/sample_000664.json
new file mode 100644
index 0000000000000000000000000000000000000000..4be06194c8c9a8b27955e8771307ad11ca732f86
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000664.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 664,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.7270914876292498,
+    "thickness_scale": 1.0616580381668548
+  },
+  "rq_target": 0.0027518372037693417,
+  "rq_actual": 0.0027518372037693417,
+  "ra_actual": 0.00223001327287192,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    393,
+    169
+  ],
+  "physical_dimensions": [
+    0.16078221839647514,
+    0.08661721273563557
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005944129102407225,
+    "max_slope": 0.00934598967151726,
+    "height_range": 0.1274349595127192,
+    "mean_height": 5.1351387922496965e-18,
+    "std_height": 0.02742060791827584
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.709298",
+  "correlation_length": 0.02233931880761729,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8315944993593987,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39264712181338346,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000669.json b/metadata/naca_airfoil/sample_000669.json
new file mode 100644
index 0000000000000000000000000000000000000000..bef19a3d69c4c53890bfa27d06390b5016ab3d1e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000669.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 669,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.7377412092774005,
+    "thickness_scale": 0.9147328711167181
+  },
+  "rq_target": 0.002337317229758847,
+  "rq_actual": 0.0023373172297588476,
+  "ra_actual": 0.0018868831852517365,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    309,
+    187
+  ],
+  "physical_dimensions": [
+    0.1850217864032245,
+    0.07407291828754133
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008819724534099451,
+    "max_slope": 0.010744148767043514,
+    "height_range": 0.16912616648847217,
+    "mean_height": 0.06928393746058352,
+    "std_height": 0.03919229508904418
+  },
+  "generation_timestamp": "2025-11-08T03:43:53.432363",
+  "correlation_length": 0.012964845733977904,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8460519406399218,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44801661466274667,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000674.json b/metadata/naca_airfoil/sample_000674.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e6c4e294a2f070b09a9a5d0e23905bcf5809068
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000674.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 674,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.9386929052903337,
+    "thickness_scale": 1.1876337432743604
+  },
+  "rq_target": 0.003684732404382661,
+  "rq_actual": 0.003684732404382661,
+  "ra_actual": 0.0030246276562796597,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    245,
+    185
+  ],
+  "physical_dimensions": [
+    0.19995080298457615,
+    0.06809411497283543
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000932424957866854,
+    "max_slope": 0.017255350787954395,
+    "height_range": 0.18268785324175782,
+    "mean_height": 0.025743281143420997,
+    "std_height": 0.04002776812408691
+  },
+  "generation_timestamp": "2025-11-08T03:43:54.043918",
+  "correlation_length_x": 0.09952054124948805,
+  "correlation_length_y": 0.03139548719138856,
+  "orientation": 119.35087927344297,
+  "anisotropy_ratio": 3.1698995668646752,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7008509038087957,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30729729297868497,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000682.json b/metadata/naca_airfoil/sample_000682.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8dcab3842d63b94df75a0e196c1fc9b52d542a7
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000682.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 682,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.9022875237290902,
+    "thickness_scale": 1.0017311998611078
+  },
+  "rq_target": 0.002046595379456538,
+  "rq_actual": 0.002046595379456538,
+  "ra_actual": 0.0016933615035242336,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    265,
+    131
+  ],
+  "physical_dimensions": [
+    0.1661042120006193,
+    0.07916862541431802
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011179202952839975,
+    "max_slope": 0.016039286018071097,
+    "height_range": 0.1803632919550897,
+    "mean_height": -3.274862097698863e-18,
+    "std_height": 0.0388517402911948
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.716403",
+  "correlation_length": 0.02214664160467259,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7359509576636095,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47997098510875286,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000695.json b/metadata/naca_airfoil/sample_000695.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd3b63b451ab92efa8cacae33400246508ead0fb
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000695.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 695,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.5909203524612326,
+    "thickness_scale": 0.8361198931520655
+  },
+  "rq_target": 0.0006730927780737073,
+  "rq_actual": 0.0006730927780737073,
+  "ra_actual": 0.0005457943468545516,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    208,
+    144
+  ],
+  "physical_dimensions": [
+    0.17934512560255741,
+    0.04930897326160745
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000461635551439254,
+    "max_slope": 0.007532268234547825,
+    "height_range": 0.07527242651963839,
+    "mean_height": 1.897817136111379e-18,
+    "std_height": 0.01619461106167468
+  },
+  "generation_timestamp": "2025-11-08T03:46:49.240900",
+  "correlation_length_x": 0.2464835422854873,
+  "correlation_length_y": 0.014450221263731891,
+  "orientation": 141.684124998933,
+  "anisotropy_ratio": 17.057423397669886,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7001628579073185,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39246637899141507,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000696.json b/metadata/naca_airfoil/sample_000696.json
new file mode 100644
index 0000000000000000000000000000000000000000..18ced072fd98bb824bb028d144adb7187c7d471c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000696.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 696,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.8002810319973315,
+    "thickness_scale": 1.1156881356062547
+  },
+  "rq_target": 0.0022931775166982224,
+  "rq_actual": 0.0022931775166982224,
+  "ra_actual": 0.001821923938137082,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    226,
+    157
+  ],
+  "physical_dimensions": [
+    0.18801321113867703,
+    0.07489948673822967
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008818979204501651,
+    "max_slope": 0.013931521938268365,
+    "height_range": 0.14492281602124749,
+    "mean_height": 0.03186894286630475,
+    "std_height": 0.0322200496568324
+  },
+  "generation_timestamp": "2025-11-08T03:46:49.344761",
+  "correlation_length": 0.03860850264147696,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7838445603739314,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4600302368633221,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000698.json b/metadata/naca_airfoil/sample_000698.json
new file mode 100644
index 0000000000000000000000000000000000000000..f72f0ce754cd03ac1efe0ae757ce11ee3d39e868
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000698.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 698,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.5850621084946462,
+    "thickness_scale": 0.9686605825349046
+  },
+  "rq_target": 0.0022247842846878658,
+  "rq_actual": 0.0022247842846878658,
+  "ra_actual": 0.00181390143058211,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    344,
+    196
+  ],
+  "physical_dimensions": [
+    0.19681193094374727,
+    0.09646369296311642
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003713948547297672,
+    "max_slope": 0.0068264844542273335,
+    "height_range": 0.08720447951546777,
+    "mean_height": 1.6861479253917898e-18,
+    "std_height": 0.01874527618515257
+  },
+  "generation_timestamp": "2025-11-08T03:46:49.624571",
+  "correlation_length": 0.029272777208797413,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8247274574227985,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40164735358265835,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000701.json b/metadata/naca_airfoil/sample_000701.json
new file mode 100644
index 0000000000000000000000000000000000000000..5df096ed35d6139052e56d13f339d47731a85e5e
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000701.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 701,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.4141766833541531,
+    "thickness_scale": 0.8110779602121206
+  },
+  "rq_target": 0.0008578237544299226,
+  "rq_actual": 0.0008578237544299225,
+  "ra_actual": 0.0006860288801621276,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    283,
+    174
+  ],
+  "physical_dimensions": [
+    0.19732477730257933,
+    0.11735865665143806
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00035755994659690706,
+    "max_slope": 0.006288298983396392,
+    "height_range": 0.07301733710446574,
+    "mean_height": -2.3087372105441702e-18,
+    "std_height": 0.01570092946519052
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.087153",
+  "correlation_length": 0.03312595572513756,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6663483961478528,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42152505378895677,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000704.json b/metadata/naca_airfoil/sample_000704.json
new file mode 100644
index 0000000000000000000000000000000000000000..577595c58293d03deb761f389a3ed58709a0070b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000704.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 704,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.8290694834871093,
+    "thickness_scale": 1.1048715771393178
+  },
+  "rq_target": 0.0027805965376740006,
+  "rq_actual": 0.0027805965376740006,
+  "ra_actual": 0.0023225780466314986,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    383,
+    136
+  ],
+  "physical_dimensions": [
+    0.16969782529172817,
+    0.09855767423990815
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005603925304448005,
+    "max_slope": 0.0073875196066584305,
+    "height_range": 0.0994665129221177,
+    "mean_height": 0.0,
+    "std_height": 0.021432582963864955
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.468716",
+  "correlation_length": 0.03575705545025149,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8122939375524711,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44326458338185737,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000712.json b/metadata/naca_airfoil/sample_000712.json
new file mode 100644
index 0000000000000000000000000000000000000000..7631d42e91d73c3e4eca825f91c73072d7ed6539
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000712.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 712,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.9244353618084764,
+    "thickness_scale": 0.9348056692780686
+  },
+  "rq_target": 0.001239858263300692,
+  "rq_actual": 0.001239858263300692,
+  "ra_actual": 0.0010173578980545892,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    358,
+    135
+  ],
+  "physical_dimensions": [
+    0.1714252390273819,
+    0.05441178623427201
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006425657462761711,
+    "max_slope": 0.008614002768138609,
+    "height_range": 0.11220896934609757,
+    "mean_height": -2.352303697943638e-18,
+    "std_height": 0.024177226105536118
+  },
+  "generation_timestamp": "2025-11-08T03:49:41.519895",
+  "correlation_length": 0.0528829621176336,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7922825951231688,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3839214459460826,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000714.json b/metadata/naca_airfoil/sample_000714.json
new file mode 100644
index 0000000000000000000000000000000000000000..86b224145d775752d9a07764adf952778324a437
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000714.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 714,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.4178870113154933,
+    "thickness_scale": 1.081912681582169
+  },
+  "rq_target": 0.002779858029576173,
+  "rq_actual": 0.0027798580295761727,
+  "ra_actual": 0.0022769378587185157,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    388,
+    111
+  ],
+  "physical_dimensions": [
+    0.1670724812860056,
+    0.06140025387579265
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010930320505949148,
+    "max_slope": 0.011980303991123745,
+    "height_range": 0.1623336176188871,
+    "mean_height": -2.6397055289685154e-18,
+    "std_height": 0.03503727448337709
+  },
+  "generation_timestamp": "2025-11-08T03:49:41.733026",
+  "correlation_length_x": 0.03282362538422039,
+  "correlation_length_y": 0.002522560301796837,
+  "orientation": 20.553811603003638,
+  "anisotropy_ratio": 13.012028041843001,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7505770467061507,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3160738911044662,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000717.json b/metadata/naca_airfoil/sample_000717.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f3fece98ab56c9a1d008c2276fd6ff1eaab7f79
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000717.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 717,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.743607458658261,
+    "thickness_scale": 0.8844125184821056
+  },
+  "rq_target": 0.0019934977785079694,
+  "rq_actual": 0.0019934977785079694,
+  "ra_actual": 0.0016311881796601771,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    279,
+    199
+  ],
+  "physical_dimensions": [
+    0.16312212602837198,
+    0.03344315245659495
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006488340118064951,
+    "max_slope": 0.012132201048270664,
+    "height_range": 0.13794075139952483,
+    "mean_height": 0.023164460792628648,
+    "std_height": 0.03037496756836478
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.214100",
+  "correlation_length_x": 0.22205882391655132,
+  "correlation_length_y": 0.018445898011397947,
+  "orientation": 5.3054481182619995,
+  "anisotropy_ratio": 12.038385107590774,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6866795634670416,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3375216644173219,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000718.json b/metadata/naca_airfoil/sample_000718.json
new file mode 100644
index 0000000000000000000000000000000000000000..976f68b3514dd26fbc0df1c2cc92bab8cacf7e4c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000718.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 718,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.7890340327120524,
+    "thickness_scale": 0.8190140054373278
+  },
+  "rq_target": 0.0032805886706300663,
+  "rq_actual": 0.0032805886706300663,
+  "ra_actual": 0.002651875376331108,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    290,
+    144
+  ],
+  "physical_dimensions": [
+    0.15283981953553852,
+    0.07898534254895079
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009805304394828337,
+    "max_slope": 0.010215089247812798,
+    "height_range": 0.1641442010339261,
+    "mean_height": 0.07131370844104111,
+    "std_height": 0.03855364200650462
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.306730",
+  "correlation_length": 0.013556554917632435,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6852296909878453,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46564998510546207,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000727.json b/metadata/naca_airfoil/sample_000727.json
new file mode 100644
index 0000000000000000000000000000000000000000..19dd037c347e9d7ff8b597ee9310c128372a2ecf
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000727.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 727,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.9268120662473266,
+    "thickness_scale": 0.8118904840354979
+  },
+  "rq_target": 0.001221653579164295,
+  "rq_actual": 0.001221653579164295,
+  "ra_actual": 0.0010148704345531324,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    385,
+    178
+  ],
+  "physical_dimensions": [
+    0.16979026537491315,
+    0.0396388043540241
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005574355390659773,
+    "max_slope": 0.009265105966421034,
+    "height_range": 0.12316473633890143,
+    "mean_height": 0.012325309750249328,
+    "std_height": 0.02678582491816322
+  },
+  "generation_timestamp": "2025-11-08T03:52:45.935184",
+  "correlation_length_x": 0.04690492753106247,
+  "correlation_length_y": 0.011090816731262224,
+  "orientation": 119.66441593704336,
+  "anisotropy_ratio": 4.229168028613192,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7989658156634514,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32905176435312683,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000729.json b/metadata/naca_airfoil/sample_000729.json
new file mode 100644
index 0000000000000000000000000000000000000000..68b6e6aeb06d5c72292b75fd0eed4f821d41c5ea
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000729.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 729,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.5845200787588376,
+    "thickness_scale": 0.9090994222436573
+  },
+  "rq_target": 0.0006203082493394459,
+  "rq_actual": 0.000620308249339446,
+  "ra_actual": 0.0005048177800625467,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    315,
+    182
+  ],
+  "physical_dimensions": [
+    0.16275158147714652,
+    0.07851790392222603
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005494704381613181,
+    "max_slope": 0.009420992819554327,
+    "height_range": 0.11459155639241156,
+    "mean_height": 0.02105964222468878,
+    "std_height": 0.025316328694145865
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.243728",
+  "correlation_length_x": 0.04915185034979807,
+  "correlation_length_y": 0.01852021453372651,
+  "orientation": 75.18812600077086,
+  "anisotropy_ratio": 2.6539568567248164,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7934755768360955,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3394661882156027,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000734.json b/metadata/naca_airfoil/sample_000734.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4fe067da5a3fdd8fb9029aa8eb9a3bee4ff0116
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000734.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 734,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.727527639969253,
+    "thickness_scale": 1.0666685960691509
+  },
+  "rq_target": 0.0023186904814407596,
+  "rq_actual": 0.0023186904814407596,
+  "ra_actual": 0.0018871233556692298,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    283,
+    105
+  ],
+  "physical_dimensions": [
+    0.18218508992174304,
+    0.06610713283211309
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00141447438723525,
+    "max_slope": 0.01653979365073188,
+    "height_range": 0.19205379575980372,
+    "mean_height": 3.825907377473197e-18,
+    "std_height": 0.04145362910208242
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.779013",
+  "correlation_length": 0.03714839588449071,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.683279671702437,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4841893141086568,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000742.json b/metadata/naca_airfoil/sample_000742.json
new file mode 100644
index 0000000000000000000000000000000000000000..520cf2f9a7814fbe29338a50f98875b522de0cdf
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000742.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 742,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.4758637097007776,
+    "thickness_scale": 1.0682074709864262
+  },
+  "rq_target": 0.0012388775173806073,
+  "rq_actual": 0.0012388775173806075,
+  "ra_actual": 0.000992755024323643,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    227,
+    106
+  ],
+  "physical_dimensions": [
+    0.1621159279594996,
+    0.03938071103980543
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010179586034175872,
+    "max_slope": 0.012945633624240532,
+    "height_range": 0.1319146491938706,
+    "mean_height": 0.019591095279130055,
+    "std_height": 0.029050726638992424
+  },
+  "generation_timestamp": "2025-11-08T03:52:47.800054",
+  "correlation_length": 0.016819909245021455,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7962801073771042,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4213857564311133,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000748.json b/metadata/naca_airfoil/sample_000748.json
new file mode 100644
index 0000000000000000000000000000000000000000..06904d8d7a608cf7b200968478020327232dbc03
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000748.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 748,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.1318563942636812,
+    "thickness_scale": 0.9686615519770252
+  },
+  "rq_target": 0.0010114402696783625,
+  "rq_actual": 0.0010114402696783625,
+  "ra_actual": 0.0008240251139315219,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    386,
+    194
+  ],
+  "physical_dimensions": [
+    0.15716262124180172,
+    0.03363456302308573
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006270861553944063,
+    "max_slope": 0.009481854684583442,
+    "height_range": 0.14320366650972716,
+    "mean_height": 0.04515664760720188,
+    "std_height": 0.03223610404149706
+  },
+  "generation_timestamp": "2025-11-08T03:52:48.570468",
+  "correlation_length_x": 0.03510926253061979,
+  "correlation_length_y": 0.009749654100610142,
+  "orientation": 90.0,
+  "anisotropy_ratio": 3.601077758073758,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8171076611149506,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44936310720935313,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000749.json b/metadata/naca_airfoil/sample_000749.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6c6829151eced03e99eb30324506aa83f88e181
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000749.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 749,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.6928912892178715,
+    "thickness_scale": 0.8956338968015582
+  },
+  "rq_target": 0.0016945977775521357,
+  "rq_actual": 0.0016945977775521357,
+  "ra_actual": 0.0013562115344930804,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    248,
+    177
+  ],
+  "physical_dimensions": [
+    0.18741713052665596,
+    0.05086177073805829
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008098188669662569,
+    "max_slope": 0.014811891300157165,
+    "height_range": 0.1612604796097557,
+    "mean_height": 0.0,
+    "std_height": 0.034663405065411886
+  },
+  "generation_timestamp": "2025-11-08T03:52:48.669617",
+  "correlation_length": 0.02876478793719389,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6733952141904753,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4354215198992476,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000755.json b/metadata/naca_airfoil/sample_000755.json
new file mode 100644
index 0000000000000000000000000000000000000000..575b3e5bbb502cb0c4495bf2aa2d8db858ab047b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000755.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 755,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.9640235589445137,
+    "thickness_scale": 1.1076035366468702
+  },
+  "rq_target": 0.0013937121771164336,
+  "rq_actual": 0.0013937121771164336,
+  "ra_actual": 0.0011461671386257613,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    334,
+    192
+  ],
+  "physical_dimensions": [
+    0.1597967725503873,
+    0.037343650442351106
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00043454335922669214,
+    "max_slope": 0.007919160666188108,
+    "height_range": 0.09971293215226354,
+    "mean_height": 0.0,
+    "std_height": 0.02143540119919624
+  },
+  "generation_timestamp": "2025-11-08T03:56:00.463555",
+  "correlation_length": 0.04013275284842932,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8445150597829053,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3803315777351863,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000758.json b/metadata/naca_airfoil/sample_000758.json
new file mode 100644
index 0000000000000000000000000000000000000000..23b00ed8b8c04b566e2385ba53cb2c12cadf2846
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000758.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 758,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.9280447415744741,
+    "thickness_scale": 1.0475148991699972
+  },
+  "rq_target": 0.0018446159183729328,
+  "rq_actual": 0.001844615918372933,
+  "ra_actual": 0.001521268631122221,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    270,
+    104
+  ],
+  "physical_dimensions": [
+    0.15142979255591077,
+    0.03271594133052937
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000705365398542684,
+    "max_slope": 0.008310019473311324,
+    "height_range": 0.0943028941947015,
+    "mean_height": -1.012169139259402e-18,
+    "std_height": 0.020354742582402253
+  },
+  "generation_timestamp": "2025-11-08T03:56:00.801793",
+  "correlation_length": 0.030316279431660362,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7434888695088145,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44503989343911443,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000762.json b/metadata/naca_airfoil/sample_000762.json
new file mode 100644
index 0000000000000000000000000000000000000000..af735335a133a551abae6a1b443f4382a9ffcab9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000762.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 762,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.8532078137489466,
+    "thickness_scale": 1.1089217526800703
+  },
+  "rq_target": 0.0015589507630628242,
+  "rq_actual": 0.0015589507630628242,
+  "ra_actual": 0.0012781874599846633,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    332,
+    138
+  ],
+  "physical_dimensions": [
+    0.15776476042359033,
+    0.06657549994791666
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007667689624556056,
+    "max_slope": 0.01085934977212852,
+    "height_range": 0.1341150371903705,
+    "mean_height": 0.011341730988171633,
+    "std_height": 0.029125902040524947
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.352325",
+  "correlation_length": 0.02935836898893062,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8444163026191882,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4636401846515092,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000766.json b/metadata/naca_airfoil/sample_000766.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ed4cb9c3657d684be883ab3dbfab70434b6a63c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000766.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 766,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 0.5216894951989226,
+    "thickness_scale": 1.14267888116374
+  },
+  "rq_target": 0.0018383513503812303,
+  "rq_actual": 0.0018383513503812301,
+  "ra_actual": 0.001514278640781481,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    339,
+    187
+  ],
+  "physical_dimensions": [
+    0.17691082241290082,
+    0.04243885075065602
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006413803761387952,
+    "max_slope": 0.011275670310004494,
+    "height_range": 0.1410308002010044,
+    "mean_height": 0.02080583386276025,
+    "std_height": 0.03094843312380237
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.877980",
+  "correlation_length": 0.019915789255073018,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8210144509046319,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34914287745479833,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000767.json b/metadata/naca_airfoil/sample_000767.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b00d8e0b97199cff3f6b315bc9feff070cd5f6c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000767.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 767,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.0734210554037729,
+    "thickness_scale": 0.8516960205277022
+  },
+  "rq_target": 0.0023261214381059708,
+  "rq_actual": 0.0023261214381059708,
+  "ra_actual": 0.001902756059037685,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    236,
+    120
+  ],
+  "physical_dimensions": [
+    0.18595827333586265,
+    0.04070284729504453
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005225069672647705,
+    "max_slope": 0.0072149703357719756,
+    "height_range": 0.0766736017211349,
+    "mean_height": 2.007182869378814e-18,
+    "std_height": 0.01652401874545104
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.946777",
+  "correlation_length_x": 0.03187451222440993,
+  "correlation_length_y": 0.013675778501026439,
+  "orientation": 60.0,
+  "anisotropy_ratio": 2.3307274406365663,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8460161569143889,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4482293846518671,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000768.json b/metadata/naca_airfoil/sample_000768.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a4657f5a4e84c9f5628e0ccc6e5fd1b87481e36
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000768.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 768,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.8514605907179058,
+    "thickness_scale": 1.0416640157396164
+  },
+  "rq_target": 0.002480962160691033,
+  "rq_actual": 0.002480962160691033,
+  "ra_actual": 0.0020046776529700585,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    205,
+    123
+  ],
+  "physical_dimensions": [
+    0.1617590576681171,
+    0.05997104142507179
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012966567394338557,
+    "max_slope": 0.018900978971614607,
+    "height_range": 0.1875530391545396,
+    "mean_height": 0.0,
+    "std_height": 0.04039792180425696
+  },
+  "generation_timestamp": "2025-11-08T03:56:02.013597",
+  "correlation_length": 0.012690611212113501,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6723663963223001,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33518655220255783,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000769.json b/metadata/naca_airfoil/sample_000769.json
new file mode 100644
index 0000000000000000000000000000000000000000..0687f9f7ac7931528022aa7de4c80a327e985801
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000769.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 769,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.5490734447472947,
+    "thickness_scale": 1.0670019013280547
+  },
+  "rq_target": 0.0008736215808515176,
+  "rq_actual": 0.0008736215808515176,
+  "ra_actual": 0.0007023178113047755,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    273,
+    193
+  ],
+  "physical_dimensions": [
+    0.18490920072763078,
+    0.04227075182596563
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005936031572530611,
+    "max_slope": 0.011426373648001687,
+    "height_range": 0.12848763730356647,
+    "mean_height": 0.007294059760191384,
+    "std_height": 0.02771969188434962
+  },
+  "generation_timestamp": "2025-11-08T03:56:02.169289",
+  "correlation_length": 0.006912837136565289,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8466637381947271,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3249305648127811,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000772.json b/metadata/naca_airfoil/sample_000772.json
new file mode 100644
index 0000000000000000000000000000000000000000..e92e612d9adacdb3d13efb29ae1984089c7ccd46
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000772.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 772,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.1594807226442252,
+    "thickness_scale": 0.9414272970815944
+  },
+  "rq_target": 0.0012293353705093066,
+  "rq_actual": 0.0012293353705093066,
+  "ra_actual": 0.000988501352897552,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    389,
+    141
+  ],
+  "physical_dimensions": [
+    0.19245477743712705,
+    0.09888693716251969
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004617606473968933,
+    "max_slope": 0.006246919343726767,
+    "height_range": 0.08475261309136206,
+    "mean_height": 2.0727239825997926e-18,
+    "std_height": 0.018257658455117252
+  },
+  "generation_timestamp": "2025-11-08T03:56:02.541054",
+  "correlation_length": 0.03167951537623865,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8024716686954283,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4982379085130144,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000778.json b/metadata/naca_airfoil/sample_000778.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac8569abae2f2cde55aaeede783189ba7ad9de64
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000778.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 778,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.7062310881989415,
+    "thickness_scale": 1.0163223198287592
+  },
+  "rq_target": 0.004567639631224787,
+  "rq_actual": 0.004567639631224787,
+  "ra_actual": 0.0036622721284504034,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    383,
+    181
+  ],
+  "physical_dimensions": [
+    0.19922385581628543,
+    0.04955659667219249
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007889299647301596,
+    "max_slope": 0.012216143826723449,
+    "height_range": 0.1730224656303157,
+    "mean_height": 0.04538037403215683,
+    "std_height": 0.03865355159935445
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.192755",
+  "correlation_length_x": 0.027763808773776568,
+  "correlation_length_y": 0.00520290125264458,
+  "orientation": 16.620185651302798,
+  "anisotropy_ratio": 5.336216742469313,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.84848374404506,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3816080514138367,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000791.json b/metadata/naca_airfoil/sample_000791.json
new file mode 100644
index 0000000000000000000000000000000000000000..37420570b4d04c1da66fc285f8685021c78069f1
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000791.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 791,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.4858750120716602,
+    "thickness_scale": 1.0098823299110915
+  },
+  "rq_target": 0.002782171625974129,
+  "rq_actual": 0.002782171625974129,
+  "ra_actual": 0.0022147506851635974,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    298,
+    158
+  ],
+  "physical_dimensions": [
+    0.15562882895131022,
+    0.043816835302904686
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009076268164530519,
+    "max_slope": 0.013720643727538508,
+    "height_range": 0.1667937219824303,
+    "mean_height": 0.03948990297801158,
+    "std_height": 0.03716547357831486
+  },
+  "generation_timestamp": "2025-11-08T03:59:23.728951",
+  "correlation_length": 0.07679424178992557,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.830717402717615,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46286966234820837,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000792.json b/metadata/naca_airfoil/sample_000792.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b14dd4ae01fb235ebdecc7aa794de07995a762b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000792.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 792,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.7481535875223024,
+    "thickness_scale": 1.138975963460547
+  },
+  "rq_target": 0.0013767021815945049,
+  "rq_actual": 0.0013767021815945049,
+  "ra_actual": 0.001132906155862446,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    341,
+    155
+  ],
+  "physical_dimensions": [
+    0.1527567925866007,
+    0.04670589737716107
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008787358350202333,
+    "max_slope": 0.013435395231854032,
+    "height_range": 0.17089555953835153,
+    "mean_height": 4.301838528866371e-18,
+    "std_height": 0.036784431223747166
+  },
+  "generation_timestamp": "2025-11-08T03:59:23.842376",
+  "correlation_length_x": 0.015577224980992996,
+  "correlation_length_y": 0.012138176409240708,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.2833249786297525,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6651526053265643,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.495486075493154,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000799.json b/metadata/naca_airfoil/sample_000799.json
new file mode 100644
index 0000000000000000000000000000000000000000..0585291e372ff7fc81515c6edd7e48c6d26a547d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000799.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 799,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.9129083463446526,
+    "thickness_scale": 0.8630165593518242
+  },
+  "rq_target": 0.003403270136047556,
+  "rq_actual": 0.0034032701360475564,
+  "ra_actual": 0.002740843007844618,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    337,
+    191
+  ],
+  "physical_dimensions": [
+    0.19125283002680057,
+    0.04044470898761095
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005179445993490403,
+    "max_slope": 0.008758495408996139,
+    "height_range": 0.11269929807387163,
+    "mean_height": 0.0254295261991052,
+    "std_height": 0.025052243750766378
+  },
+  "generation_timestamp": "2025-11-08T03:59:24.763041",
+  "correlation_length": 0.06660728524606498,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8454108656939212,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4761620595757646,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000803.json b/metadata/naca_airfoil/sample_000803.json
new file mode 100644
index 0000000000000000000000000000000000000000..082d3ce798821ad5a84be247dbbf3bea7a782470
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000803.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 803,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 0.6987651722972121,
+    "thickness_scale": 1.075629340848464
+  },
+  "rq_target": 0.0020875933235160815,
+  "rq_actual": 0.002087593323516081,
+  "ra_actual": 0.0016854945648972141,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    255,
+    143
+  ],
+  "physical_dimensions": [
+    0.15202212921457314,
+    0.04195446875052104
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005650579109458642,
+    "max_slope": 0.008774392909937782,
+    "height_range": 0.09683437167003098,
+    "mean_height": 0.0,
+    "std_height": 0.02084400311924756
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.079617",
+  "correlation_length_x": 0.0359090908190112,
+  "correlation_length_y": 0.0029108204301245754,
+  "orientation": 59.886372366777834,
+  "anisotropy_ratio": 12.336415687955846,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8443627891595626,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46274631440166347,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000804.json b/metadata/naca_airfoil/sample_000804.json
new file mode 100644
index 0000000000000000000000000000000000000000..a805aa456471e72d782993722be44b73a305a4c5
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000804.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 804,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.7055742809714682,
+    "thickness_scale": 1.163616551009323
+  },
+  "rq_target": 0.0006479810370616964,
+  "rq_actual": 0.0006479810370616964,
+  "ra_actual": 0.0005233020268950379,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    324,
+    112
+  ],
+  "physical_dimensions": [
+    0.19929269968834393,
+    0.06677686304273568
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001192356657383037,
+    "max_slope": 0.0140737996544102,
+    "height_range": 0.17459257831758,
+    "mean_height": 0.0,
+    "std_height": 0.03767050145007174
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.178361",
+  "correlation_length": 0.010535515648451965,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7974574972313111,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32403486242178015,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000807.json b/metadata/naca_airfoil/sample_000807.json
new file mode 100644
index 0000000000000000000000000000000000000000..094e5adfd567cb622f86ff6e30aedf7708f3178b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000807.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 807,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.9843493414535638,
+    "thickness_scale": 1.1286455831582414
+  },
+  "rq_target": 0.0013304323951958017,
+  "rq_actual": 0.0013304323951958017,
+  "ra_actual": 0.0010817649881170398,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    327,
+    157
+  ],
+  "physical_dimensions": [
+    0.1777559922910647,
+    0.037505301197625934
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010425792038853956,
+    "max_slope": 0.01630731496133991,
+    "height_range": 0.20321421877601858,
+    "mean_height": -4.4288684127706434e-18,
+    "std_height": 0.04373459120447479
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.614131",
+  "correlation_length": 0.010733500724907336,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8236735895891517,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3837224143626877,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000810.json b/metadata/naca_airfoil/sample_000810.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c815951a81a18df32b08607a6d504c950f39a21
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000810.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 810,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.9935541021107024,
+    "thickness_scale": 0.9558922471194959
+  },
+  "rq_target": 0.0005530382035706606,
+  "rq_actual": 0.0005530382035706606,
+  "ra_actual": 0.0004597245494656154,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    246,
+    102
+  ],
+  "physical_dimensions": [
+    0.17838607708553836,
+    0.036059852305692384
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013395178793552196,
+    "max_slope": 0.01484490014202795,
+    "height_range": 0.1736046408715082,
+    "mean_height": 0.052944420490166934,
+    "std_height": 0.039151422678732006
+  },
+  "generation_timestamp": "2025-11-08T04:02:34.869593",
+  "correlation_length_x": 0.23514957261267097,
+  "correlation_length_y": 0.03589099637640283,
+  "orientation": 132.8871184883026,
+  "anisotropy_ratio": 6.551770537283669,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8153451161860463,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3866382413646956,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000812.json b/metadata/naca_airfoil/sample_000812.json
new file mode 100644
index 0000000000000000000000000000000000000000..8230cf80abbff63add00704084ec06355402bc07
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000812.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 812,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.9253480233225346,
+    "thickness_scale": 0.8305231742244269
+  },
+  "rq_target": 0.003457921846114655,
+  "rq_actual": 0.003457921846114655,
+  "ra_actual": 0.0028263789142212266,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    202,
+    188
+  ],
+  "physical_dimensions": [
+    0.16636004159938697,
+    0.08591559995518874
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007480558946231348,
+    "max_slope": 0.01356358174694528,
+    "height_range": 0.13120223798676442,
+    "mean_height": 0.024553156184676937,
+    "std_height": 0.028992517275645426
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.077735",
+  "correlation_length_x": 0.010349846467903708,
+  "correlation_length_y": 0.0035669620867181673,
+  "orientation": 178.01617299629692,
+  "anisotropy_ratio": 2.9015857797990297,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8257124783979081,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34497033374189684,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000816.json b/metadata/naca_airfoil/sample_000816.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8fe128d1ea4f9e3b01ae34c5e4795703032f42b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000816.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 816,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.4593662603275726,
+    "thickness_scale": 0.8435799905396104
+  },
+  "rq_target": 0.0008422946856551211,
+  "rq_actual": 0.0008422946856551212,
+  "ra_actual": 0.0006871039573499656,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    398,
+    180
+  ],
+  "physical_dimensions": [
+    0.18856078570799892,
+    0.052826078195964785
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003354672472605565,
+    "max_slope": 0.005535251120701646,
+    "height_range": 0.07594405417580688,
+    "mean_height": 2.3803776742381917e-18,
+    "std_height": 0.016335405332989276
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.667023",
+  "correlation_length": 0.014476427476491915,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6618145097117097,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40376207851985046,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000817.json b/metadata/naca_airfoil/sample_000817.json
new file mode 100644
index 0000000000000000000000000000000000000000..bd2a53de8bb0f47a011a9127ef343792d4c13508
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000817.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 817,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.5485489203602036,
+    "thickness_scale": 1.1877206446325719
+  },
+  "rq_target": 0.0021072703979956235,
+  "rq_actual": 0.0021072703979956235,
+  "ra_actual": 0.0017356446202299305,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    292,
+    154
+  ],
+  "physical_dimensions": [
+    0.19135388275317586,
+    0.06606361386403006
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001141352377888828,
+    "max_slope": 0.018137338014960376,
+    "height_range": 0.2138506681657075,
+    "mean_height": 0.0,
+    "std_height": 0.0460209062969785
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.795333",
+  "correlation_length": 0.02688255113072135,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6690111207351577,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33671604718852094,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000818.json b/metadata/naca_airfoil/sample_000818.json
new file mode 100644
index 0000000000000000000000000000000000000000..226605f6b36b3153369fc070b1595290ddb87c1a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000818.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 818,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.7126800356603646,
+    "thickness_scale": 0.8302660625450539
+  },
+  "rq_target": 0.002531301722101539,
+  "rq_actual": 0.002531301722101539,
+  "ra_actual": 0.002084104401262505,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    273,
+    164
+  ],
+  "physical_dimensions": [
+    0.1681560268119751,
+    0.09940263211915687
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005844770715793049,
+    "max_slope": 0.009361615368988857,
+    "height_range": 0.10708608057093824,
+    "mean_height": 0.022751765997248163,
+    "std_height": 0.023776655177718525
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.902569",
+  "correlation_length_x": 0.13027114444583524,
+  "correlation_length_y": 0.02099865820367542,
+  "orientation": 18.424492138536,
+  "anisotropy_ratio": 6.203784221938225,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6606545100787145,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3691043606556863,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000822.json b/metadata/naca_airfoil/sample_000822.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec9a9b67bb36708483b4ff5a5857861bb3e8f0f9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000822.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 822,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.5488073031231677,
+    "thickness_scale": 0.9866528227466216
+  },
+  "rq_target": 0.0011576170247618344,
+  "rq_actual": 0.0011576170247618344,
+  "ra_actual": 0.0009380683524814887,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    208,
+    144
+  ],
+  "physical_dimensions": [
+    0.16561467593044404,
+    0.06209198835510262
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009351976018957491,
+    "max_slope": 0.015340978160668144,
+    "height_range": 0.14958392523488107,
+    "mean_height": 0.014564147303551099,
+    "std_height": 0.0325286614478019
+  },
+  "generation_timestamp": "2025-11-08T04:02:36.342307",
+  "correlation_length": 0.0350960175382544,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8363884875787351,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42590882474593506,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000823.json b/metadata/naca_airfoil/sample_000823.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4912c1d067e741b94d284cbcb2fc59d14ef5e02
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000823.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 823,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.016865448761699,
+    "thickness_scale": 0.871894994063796
+  },
+  "rq_target": 0.004575050036929333,
+  "rq_actual": 0.004575050036929332,
+  "ra_actual": 0.003717996371011441,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    245,
+    116
+  ],
+  "physical_dimensions": [
+    0.1771424686216549,
+    0.0612189157573765
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009217797174871486,
+    "max_slope": 0.010913919733100809,
+    "height_range": 0.12881022002452874,
+    "mean_height": 0.04050789023016995,
+    "std_height": 0.029075713891544
+  },
+  "generation_timestamp": "2025-11-08T04:02:36.423247",
+  "correlation_length": 0.04254618324472167,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.673193545333,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4226907703696497,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000825.json b/metadata/naca_airfoil/sample_000825.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1945c707132d71f95b7d1e20552e25a85e1457b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000825.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 825,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.418032152827445,
+    "thickness_scale": 0.9423556931825577
+  },
+  "rq_target": 0.0023022547671738697,
+  "rq_actual": 0.0023022547671738697,
+  "ra_actual": 0.001891783480547182,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    366,
+    105
+  ],
+  "physical_dimensions": [
+    0.1877083507065405,
+    0.03977297662800489
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008289340002979882,
+    "max_slope": 0.008977281218787558,
+    "height_range": 0.1171082734874657,
+    "mean_height": 0.01885528921262675,
+    "std_height": 0.025862232885965807
+  },
+  "generation_timestamp": "2025-11-08T04:05:23.589186",
+  "correlation_length": 0.09855658518523244,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7816876709326187,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4390358032754708,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000831.json b/metadata/naca_airfoil/sample_000831.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d94a1adbad8f8f6c4a40fab349d9a7f504fd486
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000831.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 831,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.5418085286068766,
+    "thickness_scale": 0.89098612802368
+  },
+  "rq_target": 0.0032714732253928827,
+  "rq_actual": 0.0032714732253928827,
+  "ra_actual": 0.0026668678948436044,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    212,
+    155
+  ],
+  "physical_dimensions": [
+    0.16361151870248083,
+    0.0530596679663361
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008031962921030018,
+    "max_slope": 0.013764661849136378,
+    "height_range": 0.13539000532786352,
+    "mean_height": 0.014379739023646,
+    "std_height": 0.0294799373163431
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.354910",
+  "correlation_length": 0.07818716288846798,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.826757070474457,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40018477874618047,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000833.json b/metadata/naca_airfoil/sample_000833.json
new file mode 100644
index 0000000000000000000000000000000000000000..57a990f3b8149c2a40fe479f4468cab8feb5a56c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000833.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 833,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.0963839526593706,
+    "thickness_scale": 0.9413529766548006
+  },
+  "rq_target": 0.002971347145815409,
+  "rq_actual": 0.0029713471458154093,
+  "ra_actual": 0.0023887409151866356,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    286,
+    189
+  ],
+  "physical_dimensions": [
+    0.15484919938185734,
+    0.07313333824629491
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006488319291000909,
+    "max_slope": 0.012101386546621046,
+    "height_range": 0.1412422620603682,
+    "mean_height": 2.1032086010584975e-18,
+    "std_height": 0.030358063472919777
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.604437",
+  "correlation_length": 0.020292050206397697,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6836549902005135,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3384883001198972,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000836.json b/metadata/naca_airfoil/sample_000836.json
new file mode 100644
index 0000000000000000000000000000000000000000..b64116eb9e107cfeeb5a8cf333ae361ca1a66e89
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000836.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 836,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.0803359220901685,
+    "thickness_scale": 1.0472535479478011
+  },
+  "rq_target": 0.0012180062801530917,
+  "rq_actual": 0.0012180062801530917,
+  "ra_actual": 0.0010027616589555676,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    335,
+    170
+  ],
+  "physical_dimensions": [
+    0.16859859056955334,
+    0.03585708239296027
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008068035389061079,
+    "max_slope": 0.013105695536709008,
+    "height_range": 0.16404951027746753,
+    "mean_height": 0.02872269279709227,
+    "std_height": 0.03620162009114662
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.074569",
+  "correlation_length": 0.044676026416222994,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.699610710148165,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4114400886310403,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000843.json b/metadata/naca_airfoil/sample_000843.json
new file mode 100644
index 0000000000000000000000000000000000000000..78eff6cfbe93399bed4291e006600701f894a3c3
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000843.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 843,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.572707256705615,
+    "thickness_scale": 1.167097458679164
+  },
+  "rq_target": 0.0007301247428287822,
+  "rq_actual": 0.0007301247428287823,
+  "ra_actual": 0.000589953051668738,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    241,
+    182
+  ],
+  "physical_dimensions": [
+    0.1799051720077383,
+    0.036989013796498604
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005221791301163581,
+    "max_slope": 0.009786319971670345,
+    "height_range": 0.10506899862790967,
+    "mean_height": -1.295960486544344e-18,
+    "std_height": 0.02258003514911456
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.870970",
+  "correlation_length": 0.018195764444400537,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8469081852649487,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.485741034996744,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000851.json b/metadata/naca_airfoil/sample_000851.json
new file mode 100644
index 0000000000000000000000000000000000000000..dba759e6ae1360192daf4ad30072fbefe89e6733
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000851.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 851,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.946825204775186,
+    "thickness_scale": 0.9048306149746761
+  },
+  "rq_target": 0.003922516216937645,
+  "rq_actual": 0.003922516216937645,
+  "ra_actual": 0.0031446397550525342,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    357,
+    147
+  ],
+  "physical_dimensions": [
+    0.16639337297422624,
+    0.04033914037324458
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005788312060632279,
+    "max_slope": 0.008349216626731498,
+    "height_range": 0.10861071216527603,
+    "mean_height": -1.0831650538464531e-18,
+    "std_height": 0.02338773045737094
+  },
+  "generation_timestamp": "2025-11-08T04:08:20.642508",
+  "correlation_length_x": 0.026039530077186436,
+  "correlation_length_y": 0.01493996537496101,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.7429444730058081,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7365246544848888,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32105032562196983,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000857.json b/metadata/naca_airfoil/sample_000857.json
new file mode 100644
index 0000000000000000000000000000000000000000..f56923e5e947279c98afa0a32d1dc7c379abf224
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000857.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 857,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.8353184486310197,
+    "thickness_scale": 0.9393407818131917
+  },
+  "rq_target": 0.0027754147333807935,
+  "rq_actual": 0.002775414733380793,
+  "ra_actual": 0.0022309686470563888,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    308,
+    195
+  ],
+  "physical_dimensions": [
+    0.1659749929741591,
+    0.052653126881776945
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004959184624300288,
+    "max_slope": 0.009316851829325144,
+    "height_range": 0.11275333442844852,
+    "mean_height": -3.785775481905296e-18,
+    "std_height": 0.024233654242380012
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.270276",
+  "correlation_length_x": 0.04697587273374136,
+  "correlation_length_y": 0.011510645333680184,
+  "orientation": 15.0,
+  "anisotropy_ratio": 4.081080718931528,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7900418025290648,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38758815330328333,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000858.json b/metadata/naca_airfoil/sample_000858.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fca4a679ca61ef36917d9830ec6b6698435a626
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000858.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 858,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.197201348192125,
+    "thickness_scale": 0.9161782891099848
+  },
+  "rq_target": 0.0011953296165171058,
+  "rq_actual": 0.0011953296165171056,
+  "ra_actual": 0.0009709818175379003,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    237,
+    118
+  ],
+  "physical_dimensions": [
+    0.15688171970944104,
+    0.045120577502723094
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009756005950425334,
+    "max_slope": 0.013413339242182706,
+    "height_range": 0.13953004806260344,
+    "mean_height": 0.015895034307263866,
+    "std_height": 0.030491586851772924
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.334332",
+  "correlation_length": 0.03546004616696214,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.818209868234911,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4963467021270287,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000866.json b/metadata/naca_airfoil/sample_000866.json
new file mode 100644
index 0000000000000000000000000000000000000000..f27c19f0e90007678149f10d46a5654fbd4fb9da
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000866.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 866,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.9218479048983375,
+    "thickness_scale": 1.0825813277684262
+  },
+  "rq_target": 0.004671096333509686,
+  "rq_actual": 0.004671096333509686,
+  "ra_actual": 0.0037804951402505903,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    240,
+    175
+  ],
+  "physical_dimensions": [
+    0.19210122052397174,
+    0.0940133015559417
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000846174041927686,
+    "max_slope": 0.015543783071227823,
+    "height_range": 0.16337508112594437,
+    "mean_height": 0.012239868376743608,
+    "std_height": 0.03535271757368654
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.246687",
+  "correlation_length": 0.011471143869864607,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7396387633286619,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36121531768465087,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000870.json b/metadata/naca_airfoil/sample_000870.json
new file mode 100644
index 0000000000000000000000000000000000000000..3cb7065955dcb4cb9d9290684fa831d0e8a37dd1
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000870.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 870,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.7532946726899346,
+    "thickness_scale": 1.1039485743894986
+  },
+  "rq_target": 0.0008242098014283584,
+  "rq_actual": 0.0008242098014283583,
+  "ra_actual": 0.0006727123448731733,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    270,
+    126
+  ],
+  "physical_dimensions": [
+    0.1612478255145632,
+    0.057453440035432374
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010554646227627662,
+    "max_slope": 0.014596187220471254,
+    "height_range": 0.16563892581946874,
+    "mean_height": 0.0,
+    "std_height": 0.035692240855704216
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.698394",
+  "correlation_length_x": 0.01986845781416419,
+  "correlation_length_y": 0.00161492764272239,
+  "orientation": 33.98897009816476,
+  "anisotropy_ratio": 12.303001873613743,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6938185853517467,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4180516730866767,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000880.json b/metadata/naca_airfoil/sample_000880.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5417c51bc199bf7bbe0054ce4e79cee0d8c95ea
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000880.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 880,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 0.6187233866875144,
+    "thickness_scale": 0.9308689952543623
+  },
+  "rq_target": 0.002112539552153378,
+  "rq_actual": 0.002112539552153378,
+  "ra_actual": 0.0017163201985352437,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    330,
+    187
+  ],
+  "physical_dimensions": [
+    0.15406647101355278,
+    0.06673121142702562
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006229450551473878,
+    "max_slope": 0.011158145921072598,
+    "height_range": 0.13966992969988698,
+    "mean_height": 1.842275769269422e-18,
+    "std_height": 0.030028740345986037
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.607201",
+  "correlation_length_x": 0.033938312086139795,
+  "correlation_length_y": 0.013141922368059718,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.582446550485176,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.756158324631062,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47142092558977466,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000897.json b/metadata/naca_airfoil/sample_000897.json
new file mode 100644
index 0000000000000000000000000000000000000000..d53e09b7d14d31d4c00ae3edcb23a91fcf79da5a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000897.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 897,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.3136365512704808,
+    "thickness_scale": 0.975307666558824
+  },
+  "rq_target": 0.0032543653891462876,
+  "rq_actual": 0.003254365389146288,
+  "ra_actual": 0.0027054693919112954,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    393,
+    141
+  ],
+  "physical_dimensions": [
+    0.15828537784239707,
+    0.03413400731900235
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00047767307657310204,
+    "max_slope": 0.006439372460705033,
+    "height_range": 0.08780249044337383,
+    "mean_height": -1.0258137776479891e-18,
+    "std_height": 0.0189149702526951
+  },
+  "generation_timestamp": "2025-11-08T04:11:14.670208",
+  "correlation_length_x": 0.02274357887762788,
+  "correlation_length_y": 0.013313529284628277,
+  "orientation": 45.0,
+  "anisotropy_ratio": 1.7083057686204577,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7693601258279419,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3878465560687171,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000898.json b/metadata/naca_airfoil/sample_000898.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ec0d03049814d459451966beeab5e739e19e75d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000898.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 898,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.1594910617978798,
+    "thickness_scale": 0.9604788151727869
+  },
+  "rq_target": 0.0031776629167105217,
+  "rq_actual": 0.0031776629167105217,
+  "ra_actual": 0.002577440486912157,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    288,
+    135
+  ],
+  "physical_dimensions": [
+    0.18838365652932904,
+    0.1218911911502926
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009332962424796696,
+    "max_slope": 0.013109786677022294,
+    "height_range": 0.15332148705076454,
+    "mean_height": 0.030812011591615146,
+    "std_height": 0.0340207291366383
+  },
+  "generation_timestamp": "2025-11-08T04:11:14.762256",
+  "correlation_length_x": 0.02694525693261424,
+  "correlation_length_y": 0.0018781871131202863,
+  "orientation": 42.859044480187194,
+  "anisotropy_ratio": 14.346417747403937,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7762568464989654,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48352136844543614,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000900.json b/metadata/naca_airfoil/sample_000900.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c8ea43e9b24280c2e227ddeb2cdd6464d8c566b
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000900.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 900,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.5162794185187818,
+    "thickness_scale": 1.0678527170907155
+  },
+  "rq_target": 0.0013600349786044158,
+  "rq_actual": 0.0013600349786044158,
+  "ra_actual": 0.0010922695921288365,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    210,
+    167
+  ],
+  "physical_dimensions": [
+    0.19140888188455174,
+    0.08592598277325954
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007071295680179648,
+    "max_slope": 0.01276689262723173,
+    "height_range": 0.12817797181660176,
+    "mean_height": -4.862567909393329e-18,
+    "std_height": 0.027551597653864904
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.029092",
+  "correlation_length": 0.04379434519599306,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6548066489986846,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40505382157792647,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000901.json b/metadata/naca_airfoil/sample_000901.json
new file mode 100644
index 0000000000000000000000000000000000000000..5507c373c75e3f942ad27d4773922dda685350c6
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000901.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 901,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.6350385372835763,
+    "thickness_scale": 1.0855685598747007
+  },
+  "rq_target": 0.0024734767220745764,
+  "rq_actual": 0.0024734767220745764,
+  "ra_actual": 0.00205014521663696,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    375,
+    194
+  ],
+  "physical_dimensions": [
+    0.19724658066908385,
+    0.12383150097628041
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008226334042628808,
+    "max_slope": 0.014667805285648773,
+    "height_range": 0.19545849729761472,
+    "mean_height": 0.0,
+    "std_height": 0.04202260864526706
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.247039",
+  "correlation_length_x": 0.0805215206351186,
+  "correlation_length_y": 0.02963494241579919,
+  "orientation": 121.03963548928364,
+  "anisotropy_ratio": 2.717114125121107,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6751567869002203,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3358991088151986,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000902.json b/metadata/naca_airfoil/sample_000902.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2d9b783697f9fb44d1991a20d1e462e58acc460
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000902.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 902,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 0.6183082359264289,
+    "thickness_scale": 1.1276240815399292
+  },
+  "rq_target": 0.002786884191488377,
+  "rq_actual": 0.002786884191488377,
+  "ra_actual": 0.0023046974511305536,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    387,
+    145
+  ],
+  "physical_dimensions": [
+    0.1908447844421257,
+    0.08938765203707773
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010806645203462494,
+    "max_slope": 0.015002732983523176,
+    "height_range": 0.20303040341283782,
+    "mean_height": -2.0259616452217058e-18,
+    "std_height": 0.04372851669714641
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.386964",
+  "correlation_length": 0.0105846447780963,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7122975173211669,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4190961762947224,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000908.json b/metadata/naca_airfoil/sample_000908.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1c7522e6d1ccc9f45d034ecdf4da20860d998b8
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000908.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 908,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.1790782770367971,
+    "thickness_scale": 1.1454361963623838
+  },
+  "rq_target": 0.0005680475070840482,
+  "rq_actual": 0.0005680475070840482,
+  "ra_actual": 0.0004578544600249306,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    317,
+    164
+  ],
+  "physical_dimensions": [
+    0.15998483882343986,
+    0.06643938272517719
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005142513310291941,
+    "max_slope": 0.008401611434411007,
+    "height_range": 0.10311868413440192,
+    "mean_height": 0.0,
+    "std_height": 0.022185495807594977
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.956199",
+  "correlation_length_x": 0.027187861537517673,
+  "correlation_length_y": 0.008979335601198337,
+  "orientation": 76.59071781419514,
+  "anisotropy_ratio": 3.027825525742608,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8144881799425578,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38162309201024425,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000910.json b/metadata/naca_airfoil/sample_000910.json
new file mode 100644
index 0000000000000000000000000000000000000000..50abe4fbf75fb45d748b3acff5f9b67f855dfbd4
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000910.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 910,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 1.793873319149231,
+    "thickness_scale": 1.0368892670004823
+  },
+  "rq_target": 0.0022680510165776443,
+  "rq_actual": 0.0022680510165776447,
+  "ra_actual": 0.0018644550338574493,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    345,
+    113
+  ],
+  "physical_dimensions": [
+    0.16151033227491576,
+    0.045291326253321544
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008363569048812276,
+    "max_slope": 0.009729255520000184,
+    "height_range": 0.12446245404563565,
+    "mean_height": 0.0,
+    "std_height": 0.02685472980447652
+  },
+  "generation_timestamp": "2025-11-08T04:14:11.205846",
+  "correlation_length_x": 0.04214827152897489,
+  "correlation_length_y": 0.012999664111465584,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.242258505110182,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8047995076979135,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4723272351471576,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000915.json b/metadata/naca_airfoil/sample_000915.json
new file mode 100644
index 0000000000000000000000000000000000000000..24b4117405452a3c1bf79918dc2506c3df274989
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000915.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 915,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.655308994634223,
+    "thickness_scale": 1.1267957349781181
+  },
+  "rq_target": 0.0016052074437813743,
+  "rq_actual": 0.0016052074437813745,
+  "ra_actual": 0.001308346542276856,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    271,
+    192
+  ],
+  "physical_dimensions": [
+    0.18042306204151348,
+    0.05961555227248244
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008220046325480944,
+    "max_slope": 0.015481646915030789,
+    "height_range": 0.17239449169792376,
+    "mean_height": 0.02198903037285447,
+    "std_height": 0.037667985788850646
+  },
+  "generation_timestamp": "2025-11-08T04:14:12.121799",
+  "correlation_length_x": 0.06658424729512107,
+  "correlation_length_y": 0.00426266864568483,
+  "orientation": 164.22864834008644,
+  "anisotropy_ratio": 15.620319764362966,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.72183360662921,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3292307093509626,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000917.json b/metadata/naca_airfoil/sample_000917.json
new file mode 100644
index 0000000000000000000000000000000000000000..65c245fa34ea7cc600f300548f49f89df16a8249
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000917.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 917,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.8613938528321516,
+    "thickness_scale": 0.9933371067705347
+  },
+  "rq_target": 0.0016865002518700158,
+  "rq_actual": 0.0016865002518700158,
+  "ra_actual": 0.0013852759918326788,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    313,
+    143
+  ],
+  "physical_dimensions": [
+    0.16068025772293554,
+    0.03333901264010821
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008758841245280603,
+    "max_slope": 0.012813153641013725,
+    "height_range": 0.15425663522493194,
+    "mean_height": 0.024739027301411178,
+    "std_height": 0.033982314462283135
+  },
+  "generation_timestamp": "2025-11-08T04:14:12.379652",
+  "correlation_length": 0.012455574945884241,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7286918211215612,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47021090059612725,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000920.json b/metadata/naca_airfoil/sample_000920.json
new file mode 100644
index 0000000000000000000000000000000000000000..35f0af6fd89a070f716f6f1f5c55efb62ae959ca
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000920.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 920,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0009",
+    "chord": 1.942794653915485,
+    "thickness_scale": 1.0836536887968176
+  },
+  "rq_target": 0.0009271872378367602,
+  "rq_actual": 0.0009271872378367602,
+  "ra_actual": 0.0007619254375080584,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    376,
+    111
+  ],
+  "physical_dimensions": [
+    0.19371509831944855,
+    0.04267192712703906
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006591663449972506,
+    "max_slope": 0.007311422097835128,
+    "height_range": 0.09755641286894784,
+    "mean_height": 2.7239514501058086e-18,
+    "std_height": 0.0210553197921697
+  },
+  "generation_timestamp": "2025-11-08T04:14:12.720288",
+  "correlation_length_x": 0.021058414735005034,
+  "correlation_length_y": 0.0048117806637908225,
+  "orientation": 1.6247831346913633,
+  "anisotropy_ratio": 4.376428645942221,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7654468765893221,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3107073186151193,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000921.json b/metadata/naca_airfoil/sample_000921.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ab6f9a2ffeba47476bef0f1eb97464f60ed612a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000921.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 921,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.5055252475048453,
+    "thickness_scale": 1.162820130546856
+  },
+  "rq_target": 0.0006387854135602154,
+  "rq_actual": 0.0006387854135602154,
+  "ra_actual": 0.0005196798931899117,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    279,
+    199
+  ],
+  "physical_dimensions": [
+    0.15012010649071295,
+    0.04682460261735785
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006224294124886541,
+    "max_slope": 0.012104333141328315,
+    "height_range": 0.13957774172797996,
+    "mean_height": 4.0952734180442005e-18,
+    "std_height": 0.02999088835337587
+  },
+  "generation_timestamp": "2025-11-08T04:14:12.893412",
+  "correlation_length_x": 0.04740440422703595,
+  "correlation_length_y": 0.002459990531546564,
+  "orientation": 63.992460827584296,
+  "anisotropy_ratio": 19.270157189277235,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7363168559473734,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34240018661390126,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000930.json b/metadata/naca_airfoil/sample_000930.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e4e1cda2a9727fc7698e32c4599604caf75fd27
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000930.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 930,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.5882667871534961,
+    "thickness_scale": 1.1676870379954973
+  },
+  "rq_target": 0.001362239976248199,
+  "rq_actual": 0.001362239976248199,
+  "ra_actual": 0.0011210367801543304,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    289,
+    153
+  ],
+  "physical_dimensions": [
+    0.16309200016642117,
+    0.08204870184364323
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007926706312087739,
+    "max_slope": 0.012496819554851324,
+    "height_range": 0.14405253299545245,
+    "mean_height": 0.02110334909788824,
+    "std_height": 0.0316353731112302
+  },
+  "generation_timestamp": "2025-11-08T04:17:20.234376",
+  "correlation_length": 0.028123637528870017,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7654881542927753,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45933915669090963,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000935.json b/metadata/naca_airfoil/sample_000935.json
new file mode 100644
index 0000000000000000000000000000000000000000..9408b08d814fbd2fa99faf5c53a38eff3a4304b1
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000935.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 935,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 0.863533314074697,
+    "thickness_scale": 1.1840854288216178
+  },
+  "rq_target": 0.004415927348448482,
+  "rq_actual": 0.004415927348448482,
+  "ra_actual": 0.0036449984300988367,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    266,
+    191
+  ],
+  "physical_dimensions": [
+    0.19365125555276988,
+    0.0789422275337287
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000675998864161975,
+    "max_slope": 0.012940488710577453,
+    "height_range": 0.14308689800165036,
+    "mean_height": 0.011470322498137184,
+    "std_height": 0.03098053136298923
+  },
+  "generation_timestamp": "2025-11-08T04:17:20.899388",
+  "correlation_length": 0.009326373417409809,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8083110379307976,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4918609754802814,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000936.json b/metadata/naca_airfoil/sample_000936.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d862a1c07e3d44b4b2fab6cc82c28271232be92
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000936.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 936,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.2214259724339822,
+    "thickness_scale": 0.9021009999473079
+  },
+  "rq_target": 0.003968651120378094,
+  "rq_actual": 0.003968651120378093,
+  "ra_actual": 0.003258409480182319,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    281,
+    177
+  ],
+  "physical_dimensions": [
+    0.1697148925046857,
+    0.10848787566488294
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006556697174611192,
+    "max_slope": 0.011697113102189158,
+    "height_range": 0.13535409007026142,
+    "mean_height": -2.285759851249895e-18,
+    "std_height": 0.029101732227196617
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.042318",
+  "correlation_length": 0.005799550223201001,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7652738244847139,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4270865429711621,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000941.json b/metadata/naca_airfoil/sample_000941.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee048163a27f42181d871ea1873354d5b4d4bd39
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000941.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 941,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.718715270515206,
+    "thickness_scale": 1.1740492477291493
+  },
+  "rq_target": 0.0046827430106983784,
+  "rq_actual": 0.0046827430106983784,
+  "ra_actual": 0.0038598506406473834,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    362,
+    118
+  ],
+  "physical_dimensions": [
+    0.1693896552301525,
+    0.04924657580104644
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011559162185250426,
+    "max_slope": 0.013924293542507144,
+    "height_range": 0.1795960624293495,
+    "mean_height": 0.02285271653211916,
+    "std_height": 0.03936982918669724
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.639438",
+  "correlation_length_x": 0.02512436680596388,
+  "correlation_length_y": 0.003773657445534281,
+  "orientation": 161.28896978486202,
+  "anisotropy_ratio": 6.657829219686031,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7076828188099106,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4447446471376697,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000943.json b/metadata/naca_airfoil/sample_000943.json
new file mode 100644
index 0000000000000000000000000000000000000000..60b5cab621ce90628b5ceebbfa3fdcc15a11a9d8
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000943.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 943,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.3540026917461971,
+    "thickness_scale": 1.0730335443170285
+  },
+  "rq_target": 0.0022648649139806964,
+  "rq_actual": 0.0022648649139806964,
+  "ra_actual": 0.0018697878595093427,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    380,
+    136
+  ],
+  "physical_dimensions": [
+    0.19671375460765853,
+    0.04466608825699539
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009240575721866769,
+    "max_slope": 0.012359969600114854,
+    "height_range": 0.16323292911762213,
+    "mean_height": 0.018005729766864598,
+    "std_height": 0.035628049160606065
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.885057",
+  "correlation_length_x": 0.025862471169862407,
+  "correlation_length_y": 0.010503265916394638,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.4623266111442015,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6912753886271203,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37343914315334165,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000945.json b/metadata/naca_airfoil/sample_000945.json
new file mode 100644
index 0000000000000000000000000000000000000000..50a847781ddb287230422b054fd969de424694b9
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000945.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 945,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0012",
+    "chord": 0.5925541789468524,
+    "thickness_scale": 0.9286398126622981
+  },
+  "rq_target": 0.00229818702702291,
+  "rq_actual": 0.00229818702702291,
+  "ra_actual": 0.0018359491441777777,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    216,
+    199
+  ],
+  "physical_dimensions": [
+    0.17646120904606677,
+    0.11469800689114136
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005431168984666494,
+    "max_slope": 0.010951331027481302,
+    "height_range": 0.11146690586879054,
+    "mean_height": 2.6448640824868796e-18,
+    "std_height": 0.023938324137938904
+  },
+  "generation_timestamp": "2025-11-08T04:17:22.077717",
+  "correlation_length": 0.019134912640251488,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.706331298008148,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.380726850269882,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000949.json b/metadata/naca_airfoil/sample_000949.json
new file mode 100644
index 0000000000000000000000000000000000000000..34b9db2d1dada402db23ad9742cdad22f0a5b084
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000949.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 949,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.2230554994484697,
+    "thickness_scale": 0.8083635989263371
+  },
+  "rq_target": 0.002390534449140778,
+  "rq_actual": 0.002390534449140778,
+  "ra_actual": 0.0020069502058268304,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    271,
+    144
+  ],
+  "physical_dimensions": [
+    0.1610178501223001,
+    0.04483995484969295
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006939941396931198,
+    "max_slope": 0.010668752447440739,
+    "height_range": 0.12128943364987634,
+    "mean_height": 0.0,
+    "std_height": 0.02610981869088199
+  },
+  "generation_timestamp": "2025-11-08T04:17:22.578304",
+  "correlation_length": 0.04444643950183686,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.666597871911501,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3150260377358296,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000950.json b/metadata/naca_airfoil/sample_000950.json
new file mode 100644
index 0000000000000000000000000000000000000000..424d16f7968732474c30348b2ebf2f1aaa6952b6
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000950.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 950,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.502959296542506,
+    "thickness_scale": 0.8864417457530155
+  },
+  "rq_target": 0.001384542289963731,
+  "rq_actual": 0.001384542289963731,
+  "ra_actual": 0.0011264708969237643,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    247,
+    175
+  ],
+  "physical_dimensions": [
+    0.18139707202039917,
+    0.050362768109117266
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000679580524769548,
+    "max_slope": 0.012444068463563244,
+    "height_range": 0.13333284652104638,
+    "mean_height": 0.006678858707486476,
+    "std_height": 0.028750722776637226
+  },
+  "generation_timestamp": "2025-11-08T04:20:24.572177",
+  "correlation_length": 0.019561738229133447,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7894712258927028,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3689090592513832,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000951.json b/metadata/naca_airfoil/sample_000951.json
new file mode 100644
index 0000000000000000000000000000000000000000..77c352aa651eceb6680b67ff8ff77c561ffff95a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000951.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 951,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2412",
+    "chord": 1.7648991685526254,
+    "thickness_scale": 1.1281135221134855
+  },
+  "rq_target": 0.0019486423643341913,
+  "rq_actual": 0.0019486423643341913,
+  "ra_actual": 0.0016254799034468841,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    297,
+    180
+  ],
+  "physical_dimensions": [
+    0.15580611249241977,
+    0.0407056531620276
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006891883085538234,
+    "max_slope": 0.011983583934181807,
+    "height_range": 0.1406574892569588,
+    "mean_height": 0.0234524778359739,
+    "std_height": 0.03098220594121013
+  },
+  "generation_timestamp": "2025-11-08T04:20:24.705728",
+  "correlation_length_x": 0.18941366731469594,
+  "correlation_length_y": 0.016820142767747046,
+  "orientation": 158.57849272901228,
+  "anisotropy_ratio": 11.261121259796937,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6935711838032007,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3419356143528774,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000953.json b/metadata/naca_airfoil/sample_000953.json
new file mode 100644
index 0000000000000000000000000000000000000000..703d0c07f96c1696e257edbd647320b1218cc4a6
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000953.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 953,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA6412",
+    "chord": 1.1145446400084036,
+    "thickness_scale": 0.8703212853350598
+  },
+  "rq_target": 0.004661621897013549,
+  "rq_actual": 0.004661621897013549,
+  "ra_actual": 0.003790483015498646,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    249,
+    179
+  ],
+  "physical_dimensions": [
+    0.15876616633378068,
+    0.03377686028813427
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007773309763974652,
+    "max_slope": 0.01091814929270243,
+    "height_range": 0.13323803549393165,
+    "mean_height": 0.044401990497206764,
+    "std_height": 0.03013529965804966
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.021510",
+  "correlation_length": 0.011799866827918329,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7619387227469827,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46976628133354986,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000956.json b/metadata/naca_airfoil/sample_000956.json
new file mode 100644
index 0000000000000000000000000000000000000000..34e180baa21b9aa112bf6af668c29206bea50a51
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000956.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 956,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 0.7976698399612098,
+    "thickness_scale": 1.1827366452802737
+  },
+  "rq_target": 0.0011099567731115382,
+  "rq_actual": 0.0011099567731115382,
+  "ra_actual": 0.0009181428076053353,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    306,
+    136
+  ],
+  "physical_dimensions": [
+    0.18225742951102222,
+    0.05495952346918731
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00104393201479243,
+    "max_slope": 0.014970947488944623,
+    "height_range": 0.17808971056099612,
+    "mean_height": 0.010600722305269218,
+    "std_height": 0.038524327348472574
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.551588",
+  "correlation_length_x": 0.015800438077065628,
+  "correlation_length_y": 0.007900975108643855,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.9998086134684276,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6895837605276088,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30917016447897044,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000957.json b/metadata/naca_airfoil/sample_000957.json
new file mode 100644
index 0000000000000000000000000000000000000000..b050ce50be18419d905f4ea2026e77b65b6ff84d
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000957.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 957,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.7774116154441615,
+    "thickness_scale": 1.0556311629154225
+  },
+  "rq_target": 0.0005551257257308253,
+  "rq_actual": 0.0005551257257308253,
+  "ra_actual": 0.000450130587792441,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    213,
+    115
+  ],
+  "physical_dimensions": [
+    0.17547455738889253,
+    0.10542932756921951
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012013595615114133,
+    "max_slope": 0.016500906008600574,
+    "height_range": 0.1626862799292937,
+    "mean_height": 0.023587012571359006,
+    "std_height": 0.03577580578694204
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.629895",
+  "correlation_length_x": 0.009808957232160825,
+  "correlation_length_y": 0.004238474667998975,
+  "orientation": 15.556417983845147,
+  "anisotropy_ratio": 2.3142658622498575,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7969055863497199,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3872561505459025,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000961.json b/metadata/naca_airfoil/sample_000961.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e49454c5724c3b087cab69b6c7febcdd480a671
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000961.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 961,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.6933155977439314,
+    "thickness_scale": 1.1396258626416254
+  },
+  "rq_target": 0.0006101639246600391,
+  "rq_actual": 0.0006101639246600391,
+  "ra_actual": 0.0005035832929815038,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    317,
+    193
+  ],
+  "physical_dimensions": [
+    0.1563626688346512,
+    0.04330137540860704
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007871650758969468,
+    "max_slope": 0.014465395442408203,
+    "height_range": 0.1744487910492274,
+    "mean_height": 0.02250608402629856,
+    "std_height": 0.03813318126295518
+  },
+  "generation_timestamp": "2025-11-08T04:20:26.102078",
+  "correlation_length": 0.026847147435675945,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7542055552875317,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3524608445610445,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000967.json b/metadata/naca_airfoil/sample_000967.json
new file mode 100644
index 0000000000000000000000000000000000000000..67f88444fa0bbe7e4d7adad58718c9003bd00ad5
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000967.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 967,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0018",
+    "chord": 1.65401223186272,
+    "thickness_scale": 0.9841491342726739
+  },
+  "rq_target": 0.001909072421009266,
+  "rq_actual": 0.0019090724210092656,
+  "ra_actual": 0.0015642270070845411,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    204,
+    123
+  ],
+  "physical_dimensions": [
+    0.19533662317408534,
+    0.07690642279108828
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012266261610321305,
+    "max_slope": 0.01789989764062798,
+    "height_range": 0.1771975474855635,
+    "mean_height": 4.5308001642601635e-18,
+    "std_height": 0.0381669093553287
+  },
+  "generation_timestamp": "2025-11-08T04:20:26.907169",
+  "correlation_length_x": 0.07151778959746644,
+  "correlation_length_y": 0.00836145314332503,
+  "orientation": 18.74458572047889,
+  "anisotropy_ratio": 8.553272783040024,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.677440425366449,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43154435879192476,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000970.json b/metadata/naca_airfoil/sample_000970.json
new file mode 100644
index 0000000000000000000000000000000000000000..94dbd21e3f33d1eee40efe1366cab7e84ef2498f
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000970.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 970,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.5680686732157543,
+    "thickness_scale": 1.0595066506386517
+  },
+  "rq_target": 0.0032587526816612506,
+  "rq_actual": 0.0032587526816612506,
+  "ra_actual": 0.002642023487320077,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    340,
+    101
+  ],
+  "physical_dimensions": [
+    0.19777968222171002,
+    0.051736199401673316
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011941994204474912,
+    "max_slope": 0.01284985545307722,
+    "height_range": 0.16049941941740492,
+    "mean_height": 0.015103806625392978,
+    "std_height": 0.035005669717150426
+  },
+  "generation_timestamp": "2025-11-08T04:20:27.222996",
+  "correlation_length_x": 0.035399212200254354,
+  "correlation_length_y": 0.009807996942359945,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.6092193348234054,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7510829901946825,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4306338524305421,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000974.json b/metadata/naca_airfoil/sample_000974.json
new file mode 100644
index 0000000000000000000000000000000000000000..315900c76aed9e97d03d2ddcc49ee56a8b0b87b2
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000974.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 974,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 1.8118252510443444,
+    "thickness_scale": 1.0876196850510258
+  },
+  "rq_target": 0.002280824155835493,
+  "rq_actual": 0.0022808241558354924,
+  "ra_actual": 0.0018984828512787681,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    390,
+    156
+  ],
+  "physical_dimensions": [
+    0.1882374013775065,
+    0.11698005617243377
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009247286651287796,
+    "max_slope": 0.012941731948333089,
+    "height_range": 0.18479834888142121,
+    "mean_height": 0.048191122765142744,
+    "std_height": 0.041302059922575234
+  },
+  "generation_timestamp": "2025-11-08T04:20:27.677746",
+  "correlation_length_x": 0.03163404090218122,
+  "correlation_length_y": 0.006336818873426197,
+  "orientation": 30.0,
+  "anisotropy_ratio": 4.992101168433318,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.827082367603977,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3762505474231926,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000981.json b/metadata/naca_airfoil/sample_000981.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4d11023113c4f0539073f922829ea04462a651c
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000981.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 981,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.9920898920144234,
+    "thickness_scale": 1.0190678180680228
+  },
+  "rq_target": 0.002314475632616647,
+  "rq_actual": 0.0023144756326166464,
+  "ra_actual": 0.001907094464515237,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    219,
+    159
+  ],
+  "physical_dimensions": [
+    0.15472818770537766,
+    0.03685590402322001
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009434663526589564,
+    "max_slope": 0.01583020192870047,
+    "height_range": 0.15882156445563939,
+    "mean_height": 0.026439335231301077,
+    "std_height": 0.034996300500932026
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.437020",
+  "correlation_length": 0.044380291265838284,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6713808810460568,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4607704368988908,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000983.json b/metadata/naca_airfoil/sample_000983.json
new file mode 100644
index 0000000000000000000000000000000000000000..c037db5606ceeed875f6eec7cdd82ee4311c8976
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000983.json
@@ -0,0 +1,45 @@
+{
+  "sample_id": 983,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA0015",
+    "chord": 1.2066018912864866,
+    "thickness_scale": 0.9098828743222033
+  },
+  "rq_target": 0.0032911449393569795,
+  "rq_actual": 0.003291144939356979,
+  "ra_actual": 0.002768118049801356,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    359,
+    132
+  ],
+  "physical_dimensions": [
+    0.15586535757169326,
+    0.08841005563316026
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000796711740341031,
+    "max_slope": 0.01046612801062395,
+    "height_range": 0.1365212624485158,
+    "mean_height": 0.0,
+    "std_height": 0.029420866693117036
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.710090",
+  "correlation_length": 0.0698357968751658,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6616556839232448,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4072241041750957,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000984.json b/metadata/naca_airfoil/sample_000984.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffb7856abcf8fbd01ba6e00b753ee160eeb8195a
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000984.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 984,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA2415",
+    "chord": 1.5250246813638468,
+    "thickness_scale": 1.032613148568608
+  },
+  "rq_target": 0.0019892465635206725,
+  "rq_actual": 0.0019892465635206725,
+  "ra_actual": 0.0016164906463816322,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    262,
+    187
+  ],
+  "physical_dimensions": [
+    0.15383367475015589,
+    0.037996188906339705
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007761446764663524,
+    "max_slope": 0.014436391376796594,
+    "height_range": 0.1580228528774711,
+    "mean_height": 0.020255743323344115,
+    "std_height": 0.03453538444544313
+  },
+  "generation_timestamp": "2025-11-08T04:23:40.832152",
+  "correlation_length_x": 0.012279660410497176,
+  "correlation_length_y": 0.004244002422048453,
+  "orientation": 8.770193716578119,
+  "anisotropy_ratio": 2.893415033578174,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7679410316716633,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.458373703411417,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/naca_airfoil/sample_000995.json b/metadata/naca_airfoil/sample_000995.json
new file mode 100644
index 0000000000000000000000000000000000000000..394f6b546a1546206ba2cc41b1299c989d944a80
--- /dev/null
+++ b/metadata/naca_airfoil/sample_000995.json
@@ -0,0 +1,48 @@
+{
+  "sample_id": 995,
+  "geometry_type": "naca_airfoil",
+  "geometry_parameters": {
+    "type": "naca_airfoil",
+    "profile": "NACA4415",
+    "chord": 0.8683921169148943,
+    "thickness_scale": 0.9298237477263034
+  },
+  "rq_target": 0.0015458318424120194,
+  "rq_actual": 0.0015458318424120192,
+  "ra_actual": 0.0012844486611602423,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    270,
+    103
+  ],
+  "physical_dimensions": [
+    0.15732765414073152,
+    0.08641825569162954
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001095728711213745,
+    "max_slope": 0.01293658808255987,
+    "height_range": 0.14435586787122978,
+    "mean_height": 0.02307102382392861,
+    "std_height": 0.03187181565929222
+  },
+  "generation_timestamp": "2025-11-08T04:23:42.206464",
+  "correlation_length_x": 0.1985676738423421,
+  "correlation_length_y": 0.024699302271814133,
+  "orientation": 42.09203092700491,
+  "anisotropy_ratio": 8.039404176568166,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7601713932535217,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4505727130467187,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000017.json b/metadata/nurbs/sample_000017.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b292bf45273c9ebd288d2a8c0dc26273bd29c0a
--- /dev/null
+++ b/metadata/nurbs/sample_000017.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 17,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5301665187526434
+  },
+  "rq_target": 0.0011876688576134273,
+  "rq_actual": 0.0011876688576134273,
+  "ra_actual": 0.0009864967027527715,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    260,
+    184
+  ],
+  "physical_dimensions": [
+    0.18428487318413905,
+    0.05523054880459007
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007360270604527064,
+    "max_slope": 0.0017579954878645299,
+    "height_range": 0.11593662727766231,
+    "mean_height": 0.02183770360728943,
+    "std_height": 0.03281053901593234
+  },
+  "generation_timestamp": "2025-11-08T02:23:28.094597",
+  "correlation_length": 0.04958737159368999,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7775991111631373,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30471838455055394,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000030.json b/metadata/nurbs/sample_000030.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e2b898da22a3ba40312a07010036b7d242c015c
--- /dev/null
+++ b/metadata/nurbs/sample_000030.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 30,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.35607008273881463
+  },
+  "rq_target": 0.004687270211032442,
+  "rq_actual": 0.004687270211032442,
+  "ra_actual": 0.0038647617796223168,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    341,
+    165
+  ],
+  "physical_dimensions": [
+    0.190118008104588,
+    0.05242599880993533
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012634027038110674,
+    "max_slope": 0.00219731509311528,
+    "height_range": 0.18714835442695377,
+    "mean_height": 0.02275189809479413,
+    "std_height": 0.042667872816628594
+  },
+  "generation_timestamp": "2025-11-08T02:26:33.562779",
+  "correlation_length_x": 0.02429674340647106,
+  "correlation_length_y": 0.0017116552474758795,
+  "orientation": 43.090053630882295,
+  "anisotropy_ratio": 14.194881499823433,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7528749623804721,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4693742422168591,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000042.json b/metadata/nurbs/sample_000042.json
new file mode 100644
index 0000000000000000000000000000000000000000..097a26c6e313db5f6eaae8a8d1e8a95fde89322d
--- /dev/null
+++ b/metadata/nurbs/sample_000042.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 42,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4049981106830048
+  },
+  "rq_target": 0.0021294397134444362,
+  "rq_actual": 0.0021294397134444362,
+  "ra_actual": 0.0017455416725321877,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    293,
+    105
+  ],
+  "physical_dimensions": [
+    0.1910468040012994,
+    0.11790393786800339
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0023389295927345706,
+    "max_slope": 0.006493988958621021,
+    "height_range": 0.2243153307485336,
+    "mean_height": 0.016778052017296676,
+    "std_height": 0.054564542279912906
+  },
+  "generation_timestamp": "2025-11-08T02:26:35.087412",
+  "correlation_length_x": 0.02208893182310169,
+  "correlation_length_y": 0.017276004544282356,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.2785902994226876,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6931654038901999,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4583142371690284,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000050.json b/metadata/nurbs/sample_000050.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dc3ec8e56975ae4b02bfbae827eabd4ee436648
--- /dev/null
+++ b/metadata/nurbs/sample_000050.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 50,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.3018180334180439
+  },
+  "rq_target": 0.00083593372485619,
+  "rq_actual": 0.00083593372485619,
+  "ra_actual": 0.0006813112951873674,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    292,
+    192
+  ],
+  "physical_dimensions": [
+    0.1823341227547627,
+    0.037260120862859535
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008870033537917968,
+    "max_slope": 0.002243852109275805,
+    "height_range": 0.14532437713285914,
+    "mean_height": 0.0039012069286446776,
+    "std_height": 0.04075333521997194
+  },
+  "generation_timestamp": "2025-11-08T02:29:52.469561",
+  "correlation_length": 0.011547367301551259,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7692499158485123,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4731996126782218,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000057.json b/metadata/nurbs/sample_000057.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a0535c8de4e0141a6c569254fb46087db6c46f4
--- /dev/null
+++ b/metadata/nurbs/sample_000057.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 57,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5547418304666485
+  },
+  "rq_target": 0.0013150376635661985,
+  "rq_actual": 0.0013150376635661985,
+  "ra_actual": 0.001059961986618629,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    214,
+    103
+  ],
+  "physical_dimensions": [
+    0.1715994568628661,
+    0.07850144807871179
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016719175324037513,
+    "max_slope": 0.0031373286864569356,
+    "height_range": 0.17563596729029157,
+    "mean_height": 0.004906895347126149,
+    "std_height": 0.03177937512236289
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.291278",
+  "correlation_length_x": 0.10174071941470404,
+  "correlation_length_y": 0.04328346188912334,
+  "orientation": 133.32185922471874,
+  "anisotropy_ratio": 2.3505679761782265,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.806461910972046,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4192361470576996,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000064.json b/metadata/nurbs/sample_000064.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc6f1633b1c4517915b3f4a87e7b4c93932fea89
--- /dev/null
+++ b/metadata/nurbs/sample_000064.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 64,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5681665992257878
+  },
+  "rq_target": 0.0015772690999031965,
+  "rq_actual": 0.0015772690999031962,
+  "ra_actual": 0.001278929871533681,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    324,
+    120
+  ],
+  "physical_dimensions": [
+    0.158093503094236,
+    0.06366341686087787
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00146043148940379,
+    "max_slope": 0.003290918634335014,
+    "height_range": 0.16764777345923787,
+    "mean_height": -0.017748933015461228,
+    "std_height": 0.03576554486389817
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.045221",
+  "correlation_length_x": 0.015121937083994856,
+  "correlation_length_y": 0.01020940849697589,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.481176611600378,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.763920301667676,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49368806230244755,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000068.json b/metadata/nurbs/sample_000068.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf0553322c30e952604636de302a9b75bb78be80
--- /dev/null
+++ b/metadata/nurbs/sample_000068.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 68,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5954327977049019
+  },
+  "rq_target": 0.004330068780102772,
+  "rq_actual": 0.004330068780102772,
+  "ra_actual": 0.003441556864127804,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    377,
+    130
+  ],
+  "physical_dimensions": [
+    0.18299903657559324,
+    0.10392197421919691
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006969389510555923,
+    "max_slope": 0.0015983110231873694,
+    "height_range": 0.12659024101604424,
+    "mean_height": 0.016245329670724295,
+    "std_height": 0.023585473260057464
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.450905",
+  "correlation_length_x": 0.013205761493806213,
+  "correlation_length_y": 0.017836672540986986,
+  "orientation": 0.0,
+  "anisotropy_ratio": 0.7403713592577664,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6552617185868429,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3500786177695041,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000075.json b/metadata/nurbs/sample_000075.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9bd1415e1275f92b87651d4f48815df740e4ff5
--- /dev/null
+++ b/metadata/nurbs/sample_000075.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 75,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.31207832309533606
+  },
+  "rq_target": 0.0010794537451716964,
+  "rq_actual": 0.0010794537451716964,
+  "ra_actual": 0.0008950114300017634,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    310,
+    198
+  ],
+  "physical_dimensions": [
+    0.15097677312538801,
+    0.03726418320034904
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009356528486283199,
+    "max_slope": 0.0021617001242475605,
+    "height_range": 0.16402168400976835,
+    "mean_height": -0.04259446307645414,
+    "std_height": 0.03359072230601069
+  },
+  "generation_timestamp": "2025-11-08T02:32:42.469459",
+  "correlation_length": 0.043720630798809466,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7478215075222594,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4131515233086788,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000079.json b/metadata/nurbs/sample_000079.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2f8f592354902c0e1089a4db447c0b024f95788
--- /dev/null
+++ b/metadata/nurbs/sample_000079.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 79,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.8555582536453836
+  },
+  "rq_target": 0.0012818541245840807,
+  "rq_actual": 0.0012818541245840807,
+  "ra_actual": 0.0010434087764493601,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    330,
+    141
+  ],
+  "physical_dimensions": [
+    0.16473443298679522,
+    0.08645018488232378
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006525288865114723,
+    "max_slope": 0.0012186371087123315,
+    "height_range": 0.10759184087668028,
+    "mean_height": 0.024856204211910697,
+    "std_height": 0.02355582893751487
+  },
+  "generation_timestamp": "2025-11-08T02:32:42.950613",
+  "correlation_length": 0.060249026578035714,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7128616093642284,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49310554026190423,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000081.json b/metadata/nurbs/sample_000081.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d1b6662045021dab714a95b263ebeb1e3bdc95c
--- /dev/null
+++ b/metadata/nurbs/sample_000081.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 81,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.47638690651607496
+  },
+  "rq_target": 0.0036228686255229043,
+  "rq_actual": 0.0036228686255229047,
+  "ra_actual": 0.002938860150046164,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    397,
+    101
+  ],
+  "physical_dimensions": [
+    0.1547853876885711,
+    0.04204361297031176
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011794943281795503,
+    "max_slope": 0.002202211167994957,
+    "height_range": 0.18743612641253493,
+    "mean_height": 0.0074480580254813284,
+    "std_height": 0.0447748728778237
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.195076",
+  "correlation_length_x": 0.03538241752011253,
+  "correlation_length_y": 0.018350361213660807,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.9281591848869066,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8045873983259295,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39603906312231874,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000086.json b/metadata/nurbs/sample_000086.json
new file mode 100644
index 0000000000000000000000000000000000000000..8dffbc373d01a993e16b7289dffc90ba31cccfaa
--- /dev/null
+++ b/metadata/nurbs/sample_000086.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 86,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.4456931126450744
+  },
+  "rq_target": 0.003753386055936191,
+  "rq_actual": 0.003753386055936191,
+  "ra_actual": 0.0030774542841428367,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    246,
+    196
+  ],
+  "physical_dimensions": [
+    0.16772785973514112,
+    0.041377285618989436
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007561371456919531,
+    "max_slope": 0.00166759007406998,
+    "height_range": 0.14886707174699493,
+    "mean_height": 0.05243757377568274,
+    "std_height": 0.02845601401829935
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.731195",
+  "correlation_length_x": 0.033198562582692014,
+  "correlation_length_y": 0.009277160246084836,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.578526370362367,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8225759247979075,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46362566968825375,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000103.json b/metadata/nurbs/sample_000103.json
new file mode 100644
index 0000000000000000000000000000000000000000..720e243dc2bf51c9f56cf121e1ea9def716ad585
--- /dev/null
+++ b/metadata/nurbs/sample_000103.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 103,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6434028519276236
+  },
+  "rq_target": 0.0014383039265133183,
+  "rq_actual": 0.0014383039265133183,
+  "ra_actual": 0.0011841872257873107,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    396,
+    125
+  ],
+  "physical_dimensions": [
+    0.16748462409117157,
+    0.05106242557298407
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007675863077650377,
+    "max_slope": 0.00236437432350552,
+    "height_range": 0.14079218852583297,
+    "mean_height": 0.04020725344988995,
+    "std_height": 0.026006410248532306
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.060074",
+  "correlation_length_x": 0.3341020274570617,
+  "correlation_length_y": 0.01702300234521612,
+  "orientation": 69.7069420825668,
+  "anisotropy_ratio": 19.626504225381403,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6591682524287888,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40238118709815107,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000108.json b/metadata/nurbs/sample_000108.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ed84ad998d561398b788c949db428be9f58e98d
--- /dev/null
+++ b/metadata/nurbs/sample_000108.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 108,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5669696781758042
+  },
+  "rq_target": 0.0015762816152818837,
+  "rq_actual": 0.001576281615281884,
+  "ra_actual": 0.0012658489834781114,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    230,
+    143
+  ],
+  "physical_dimensions": [
+    0.17446334789888562,
+    0.07582746643355098
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014090228763901497,
+    "max_slope": 0.003146543944373037,
+    "height_range": 0.20970837095014894,
+    "mean_height": 0.028855911145007955,
+    "std_height": 0.042583344245279826
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.516028",
+  "correlation_length_x": 0.0493257770979179,
+  "correlation_length_y": 0.0036310008502979025,
+  "orientation": 0.0,
+  "anisotropy_ratio": 13.58462284410399,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7887240302552116,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4579425478454809,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000119.json b/metadata/nurbs/sample_000119.json
new file mode 100644
index 0000000000000000000000000000000000000000..4aae33708a4f8a5a3c57e60bca5568bb3228622d
--- /dev/null
+++ b/metadata/nurbs/sample_000119.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 119,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8158886160146812
+  },
+  "rq_target": 0.0022657179179114907,
+  "rq_actual": 0.0022657179179114907,
+  "ra_actual": 0.001860883743360946,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    343,
+    116
+  ],
+  "physical_dimensions": [
+    0.16222595959073746,
+    0.04788678534259927
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011472663103601875,
+    "max_slope": 0.002338376363969568,
+    "height_range": 0.1659847676634374,
+    "mean_height": -0.00763102175315374,
+    "std_height": 0.040960929456323805
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.967131",
+  "correlation_length": 0.04537658309566836,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7636512236837281,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4736763604126443,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000124.json b/metadata/nurbs/sample_000124.json
new file mode 100644
index 0000000000000000000000000000000000000000..37e6b3aa2d83c6185db09c67b7013b2053dd1332
--- /dev/null
+++ b/metadata/nurbs/sample_000124.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 124,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8768610822950236
+  },
+  "rq_target": 0.0006557034698104022,
+  "rq_actual": 0.0006557034698104022,
+  "ra_actual": 0.0005377650529576178,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    301,
+    151
+  ],
+  "physical_dimensions": [
+    0.18914448697208197,
+    0.08231643478304573
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011102367135664508,
+    "max_slope": 0.002586581459194463,
+    "height_range": 0.16255225990428146,
+    "mean_height": -0.01614570296925009,
+    "std_height": 0.0360140695406722
+  },
+  "generation_timestamp": "2025-11-08T02:35:59.544651",
+  "correlation_length": 0.03954655500232358,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6523043631799675,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44032112256012335,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000132.json b/metadata/nurbs/sample_000132.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd38d9c2c6d53604a1b558285a4afe32be4792bd
--- /dev/null
+++ b/metadata/nurbs/sample_000132.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 132,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5130627147265161
+  },
+  "rq_target": 0.002845294286503319,
+  "rq_actual": 0.002845294286503319,
+  "ra_actual": 0.0022755302438522565,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    230,
+    197
+  ],
+  "physical_dimensions": [
+    0.1515969817088392,
+    0.07897614395821204
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007690394916209717,
+    "max_slope": 0.0019226924483515303,
+    "height_range": 0.16442816713528643,
+    "mean_height": 0.0218393284550228,
+    "std_height": 0.03747747039592503
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.735153",
+  "correlation_length": 0.05625445194717424,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7808597700141793,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3117394305254911,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000141.json b/metadata/nurbs/sample_000141.json
new file mode 100644
index 0000000000000000000000000000000000000000..66d9b22108da50d3053adc1f7864b00b359fb349
--- /dev/null
+++ b/metadata/nurbs/sample_000141.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 141,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.397335142212495
+  },
+  "rq_target": 0.0014818511342087391,
+  "rq_actual": 0.0014818511342087391,
+  "ra_actual": 0.0011978129273503351,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    238,
+    114
+  ],
+  "physical_dimensions": [
+    0.1770447203058699,
+    0.07434986241388698
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017797274655107851,
+    "max_slope": 0.003637043315738673,
+    "height_range": 0.21758366155614783,
+    "mean_height": -0.022626612431765614,
+    "std_height": 0.039697294686057226
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.813579",
+  "correlation_length_x": 0.02750188223254789,
+  "correlation_length_y": 0.01279344802532999,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.1496849151297126,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8468179573531178,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47642071071236114,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000145.json b/metadata/nurbs/sample_000145.json
new file mode 100644
index 0000000000000000000000000000000000000000..04221b084dcc0201f1480df443abbd82a14baead
--- /dev/null
+++ b/metadata/nurbs/sample_000145.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 145,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7374910178791063
+  },
+  "rq_target": 0.0015138885875176193,
+  "rq_actual": 0.0015138885875176193,
+  "ra_actual": 0.0012194879873682755,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    282,
+    179
+  ],
+  "physical_dimensions": [
+    0.15274050148739776,
+    0.0937573487538987
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011333279925485374,
+    "max_slope": 0.002364869895014002,
+    "height_range": 0.12612415645606442,
+    "mean_height": 0.011724032695900466,
+    "std_height": 0.0300099507548789
+  },
+  "generation_timestamp": "2025-11-08T02:39:10.339528",
+  "correlation_length": 0.03534128829397097,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7358043657463996,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4867681548102307,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000147.json b/metadata/nurbs/sample_000147.json
new file mode 100644
index 0000000000000000000000000000000000000000..560d2643dbe4b492675d47d8adfb6683bc6c163c
--- /dev/null
+++ b/metadata/nurbs/sample_000147.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 147,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.8157962240530388
+  },
+  "rq_target": 0.0014037399345935633,
+  "rq_actual": 0.0014037399345935635,
+  "ra_actual": 0.0011434242050749977,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    307,
+    171
+  ],
+  "physical_dimensions": [
+    0.1557024887442754,
+    0.04777063492372676
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009427118452215471,
+    "max_slope": 0.0019557313289547897,
+    "height_range": 0.14479262686755007,
+    "mean_height": 0.008242978865295673,
+    "std_height": 0.03464103221410853
+  },
+  "generation_timestamp": "2025-11-08T02:39:10.671100",
+  "correlation_length": 0.08537845016450307,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8348696028684863,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43534556521511303,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000157.json b/metadata/nurbs/sample_000157.json
new file mode 100644
index 0000000000000000000000000000000000000000..fefd788599fb0f9266476bc5a269544e956d958d
--- /dev/null
+++ b/metadata/nurbs/sample_000157.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 157,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.708090395546423
+  },
+  "rq_target": 0.003464738927325982,
+  "rq_actual": 0.003464738927325982,
+  "ra_actual": 0.0028559253378845303,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    327,
+    188
+  ],
+  "physical_dimensions": [
+    0.18814955830536015,
+    0.0451667124653514
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008533233518472041,
+    "max_slope": 0.0020906355158971358,
+    "height_range": 0.17020472729698566,
+    "mean_height": 0.0019277810715526643,
+    "std_height": 0.036000293172407626
+  },
+  "generation_timestamp": "2025-11-08T02:42:10.332385",
+  "correlation_length_x": 0.025427511150186842,
+  "correlation_length_y": 0.014246925617634909,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.7847718049929702,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8395905395518984,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3978986652143146,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000163.json b/metadata/nurbs/sample_000163.json
new file mode 100644
index 0000000000000000000000000000000000000000..47cd34c9bcc26138be7fc3bc4324a689590af330
--- /dev/null
+++ b/metadata/nurbs/sample_000163.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 163,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7695448519407824
+  },
+  "rq_target": 0.0006975226787373741,
+  "rq_actual": 0.0006975226787373741,
+  "ra_actual": 0.0005755388398277833,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    360,
+    139
+  ],
+  "physical_dimensions": [
+    0.151887338210024,
+    0.04500083712334414
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000915851751161526,
+    "max_slope": 0.002100083572051437,
+    "height_range": 0.16620874426998095,
+    "mean_height": 0.027620464702561805,
+    "std_height": 0.03350012066929853
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.209371",
+  "correlation_length_x": 0.0583760786465109,
+  "correlation_length_y": 0.006316066226914104,
+  "orientation": 124.96931784613666,
+  "anisotropy_ratio": 9.242474120641418,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7329761288435221,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4474940229916986,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000165.json b/metadata/nurbs/sample_000165.json
new file mode 100644
index 0000000000000000000000000000000000000000..8130ccdc42661317e143a389d6c818f502cc3c19
--- /dev/null
+++ b/metadata/nurbs/sample_000165.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 165,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.521268470546207
+  },
+  "rq_target": 0.0036831663039735233,
+  "rq_actual": 0.0036831663039735233,
+  "ra_actual": 0.003057040056809681,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    247,
+    102
+  ],
+  "physical_dimensions": [
+    0.15419009707857734,
+    0.034856572802764635
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013825261042131373,
+    "max_slope": 0.003279476395654628,
+    "height_range": 0.17536253465233265,
+    "mean_height": -0.0033474200254711354,
+    "std_height": 0.037261880580768125
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.426336",
+  "correlation_length": 0.01915183367491439,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7185578679492983,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3154797639052731,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000178.json b/metadata/nurbs/sample_000178.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ff248bef16ca03ab6c17cc4018f9eed5976cb89
--- /dev/null
+++ b/metadata/nurbs/sample_000178.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 178,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5417309048949941
+  },
+  "rq_target": 0.0013847952518022172,
+  "rq_actual": 0.0013847952518022172,
+  "ra_actual": 0.0011410522487542265,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    352,
+    112
+  ],
+  "physical_dimensions": [
+    0.17389189289440937,
+    0.036390058151252305
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001013205896741676,
+    "max_slope": 0.0019255703898271176,
+    "height_range": 0.17096085841663888,
+    "mean_height": 0.03652174317120373,
+    "std_height": 0.037669418619975165
+  },
+  "generation_timestamp": "2025-11-08T02:45:30.894581",
+  "correlation_length": 0.06042510644127545,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6768290901954346,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49936913792377674,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000193.json b/metadata/nurbs/sample_000193.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9e0b4ab58075226868a42a5d31964c417dfbe5c
--- /dev/null
+++ b/metadata/nurbs/sample_000193.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 193,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.4133197798032607
+  },
+  "rq_target": 0.0020208795399848088,
+  "rq_actual": 0.002020879539984809,
+  "ra_actual": 0.0016320809417110483,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    288,
+    124
+  ],
+  "physical_dimensions": [
+    0.1543262335020981,
+    0.04153182224009257
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013023523750424221,
+    "max_slope": 0.0027843773390145393,
+    "height_range": 0.1839654224866114,
+    "mean_height": -0.011821349496452107,
+    "std_height": 0.03765698626431671
+  },
+  "generation_timestamp": "2025-11-08T02:45:32.642083",
+  "correlation_length_x": 0.03326036546966562,
+  "correlation_length_y": 0.014717822637245932,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.259869974618029,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8325625396880839,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4865448472041376,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000196.json b/metadata/nurbs/sample_000196.json
new file mode 100644
index 0000000000000000000000000000000000000000..f582be975f6a544c19d9d402960b20c744f0a3bc
--- /dev/null
+++ b/metadata/nurbs/sample_000196.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 196,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.325642499134127
+  },
+  "rq_target": 0.0036837401133108304,
+  "rq_actual": 0.003683740113310831,
+  "ra_actual": 0.0029573163172730535,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    283,
+    193
+  ],
+  "physical_dimensions": [
+    0.19552041835049788,
+    0.04838602429643972
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001933313135435296,
+    "max_slope": 0.0054207130673942045,
+    "height_range": 0.20235377203335514,
+    "mean_height": 0.008056491822154505,
+    "std_height": 0.04969363741095873
+  },
+  "generation_timestamp": "2025-11-08T02:45:33.008236",
+  "correlation_length_x": 0.038578395093576336,
+  "correlation_length_y": 0.011515788126264508,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.3500438416011735,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8454952751796809,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38829299822696234,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000208.json b/metadata/nurbs/sample_000208.json
new file mode 100644
index 0000000000000000000000000000000000000000..040ff1122c7dd62ac799605bb326862facaf0cb9
--- /dev/null
+++ b/metadata/nurbs/sample_000208.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 208,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6013502667394075
+  },
+  "rq_target": 0.0030011022348893916,
+  "rq_actual": 0.0030011022348893916,
+  "ra_actual": 0.0024571948744727496,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    203,
+    166
+  ],
+  "physical_dimensions": [
+    0.17930661625194627,
+    0.1181424391575808
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010066646710470762,
+    "max_slope": 0.0023339363129771915,
+    "height_range": 0.1822153220862445,
+    "mean_height": 0.0013261338672049855,
+    "std_height": 0.04151139314566729
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.171244",
+  "correlation_length_x": 0.047797476509394414,
+  "correlation_length_y": 0.01378692037906765,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.4668711499896796,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8119327093113218,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3440038594426337,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000210.json b/metadata/nurbs/sample_000210.json
new file mode 100644
index 0000000000000000000000000000000000000000..88a7393a16b0bf20959050c0af13826dc30ae6b5
--- /dev/null
+++ b/metadata/nurbs/sample_000210.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 210,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5457588325840239
+  },
+  "rq_target": 0.004322425670391941,
+  "rq_actual": 0.004322425670391941,
+  "ra_actual": 0.0035797860193228386,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    234,
+    173
+  ],
+  "physical_dimensions": [
+    0.17494402163997314,
+    0.05114472456036727
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014256276818059878,
+    "max_slope": 0.0035991381784998434,
+    "height_range": 0.2059959198196275,
+    "mean_height": 0.010393432616713721,
+    "std_height": 0.038866042250358786
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.425467",
+  "correlation_length_x": 0.033171668393462694,
+  "correlation_length_y": 0.01796375516597798,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.8465887609227372,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6640042854170806,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4110887785136754,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000227.json b/metadata/nurbs/sample_000227.json
new file mode 100644
index 0000000000000000000000000000000000000000..3737c8e39dfb9c44be93f4fc4f72c5cd5c4b1382
--- /dev/null
+++ b/metadata/nurbs/sample_000227.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 227,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8212263798855053
+  },
+  "rq_target": 0.0005126891231472172,
+  "rq_actual": 0.0005126891231472172,
+  "ra_actual": 0.00041901052188610826,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    352,
+    183
+  ],
+  "physical_dimensions": [
+    0.1580436452398902,
+    0.054955607172839045
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005963694686996276,
+    "max_slope": 0.001269067576680816,
+    "height_range": 0.12161766493489107,
+    "mean_height": -0.014930925236948106,
+    "std_height": 0.02234848143115054
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.000767",
+  "correlation_length": 0.058865563799248566,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.788905232722478,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46969560323190507,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000236.json b/metadata/nurbs/sample_000236.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a32f5ed8165715c610b269fe8298495e6677bae
--- /dev/null
+++ b/metadata/nurbs/sample_000236.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 236,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.725573348637675
+  },
+  "rq_target": 0.0030875219501273177,
+  "rq_actual": 0.0030875219501273177,
+  "ra_actual": 0.0025723349927040695,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    311,
+    156
+  ],
+  "physical_dimensions": [
+    0.17151494476188445,
+    0.06908394850687899
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008776215815421925,
+    "max_slope": 0.0021179902007478642,
+    "height_range": 0.19077154870319135,
+    "mean_height": 0.006343696911194876,
+    "std_height": 0.03898471328200398
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.081895",
+  "correlation_length_x": 0.02272433764517942,
+  "correlation_length_y": 0.0022418655811040347,
+  "orientation": 141.25035147554772,
+  "anisotropy_ratio": 10.136351544318968,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8270625756986225,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30517908234271557,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000239.json b/metadata/nurbs/sample_000239.json
new file mode 100644
index 0000000000000000000000000000000000000000..fabe32b4ebd2ddc98b0f8789819aa59b54ff52fa
--- /dev/null
+++ b/metadata/nurbs/sample_000239.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 239,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.39409063986272574
+  },
+  "rq_target": 0.0026677971861884743,
+  "rq_actual": 0.0026677971861884743,
+  "ra_actual": 0.002206201864622326,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    252,
+    188
+  ],
+  "physical_dimensions": [
+    0.1989867084177349,
+    0.09386664144985807
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011862820741935821,
+    "max_slope": 0.002838959228588734,
+    "height_range": 0.16057085981934333,
+    "mean_height": -0.028136553647553634,
+    "std_height": 0.036291534872705276
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.358491",
+  "correlation_length": 0.04862176549598331,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6715266102595768,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.383153887894158,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000245.json b/metadata/nurbs/sample_000245.json
new file mode 100644
index 0000000000000000000000000000000000000000..481aadc9dc68ef55a33adea79faa2f6bcfebe86c
--- /dev/null
+++ b/metadata/nurbs/sample_000245.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 245,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5287276569563026
+  },
+  "rq_target": 0.0008614766635282901,
+  "rq_actual": 0.0008614766635282901,
+  "ra_actual": 0.0007074727064152029,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    350,
+    196
+  ],
+  "physical_dimensions": [
+    0.15614324469850385,
+    0.03287838801879056
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010854764417240418,
+    "max_slope": 0.002535263024664414,
+    "height_range": 0.16462948997820853,
+    "mean_height": 0.020733587176219037,
+    "std_height": 0.03832201041105194
+  },
+  "generation_timestamp": "2025-11-08T02:51:10.119550",
+  "correlation_length": 0.005071612915815085,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7659732293959518,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3456629210632173,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000246.json b/metadata/nurbs/sample_000246.json
new file mode 100644
index 0000000000000000000000000000000000000000..1555a04bcb8b4d5f2802219d0aef42d9743193ce
--- /dev/null
+++ b/metadata/nurbs/sample_000246.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 246,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.8349925242584295
+  },
+  "rq_target": 0.001135031374778551,
+  "rq_actual": 0.001135031374778551,
+  "ra_actual": 0.0009356857407127217,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    354,
+    179
+  ],
+  "physical_dimensions": [
+    0.17185527125409006,
+    0.057310985066366726
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006454940734370993,
+    "max_slope": 0.0013009169023919611,
+    "height_range": 0.13067429832350863,
+    "mean_height": 0.037819606691728375,
+    "std_height": 0.030361979646338345
+  },
+  "generation_timestamp": "2025-11-08T02:51:10.308660",
+  "correlation_length_x": 0.048038911615418824,
+  "correlation_length_y": 0.005585091576970271,
+  "orientation": 0.0,
+  "anisotropy_ratio": 8.601275548194028,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7708816546110602,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4157207772944905,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000251.json b/metadata/nurbs/sample_000251.json
new file mode 100644
index 0000000000000000000000000000000000000000..02e2cee6a9607d3c625317ec286140c6619c1bd0
--- /dev/null
+++ b/metadata/nurbs/sample_000251.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 251,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.4368313286111048
+  },
+  "rq_target": 0.0023082047265617443,
+  "rq_actual": 0.002308204726561744,
+  "ra_actual": 0.0018762770347805831,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    215,
+    172
+  ],
+  "physical_dimensions": [
+    0.154741625793765,
+    0.05433644951901922
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008295180761397305,
+    "max_slope": 0.0018133375387673204,
+    "height_range": 0.12211797316635725,
+    "mean_height": 0.02724894287768466,
+    "std_height": 0.023680081776749635
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.175989",
+  "correlation_length_x": 0.06587893038473003,
+  "correlation_length_y": 0.004898679958802984,
+  "orientation": 52.85056692548015,
+  "anisotropy_ratio": 13.44830259146545,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6591196049046943,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4663498858403928,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000263.json b/metadata/nurbs/sample_000263.json
new file mode 100644
index 0000000000000000000000000000000000000000..85669291d2a93a219857c4f08d79bf634b22771c
--- /dev/null
+++ b/metadata/nurbs/sample_000263.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 263,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7780160369610218
+  },
+  "rq_target": 0.001514890977146196,
+  "rq_actual": 0.0015148909771461958,
+  "ra_actual": 0.0012216566746995046,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    239,
+    184
+  ],
+  "physical_dimensions": [
+    0.15103808611350633,
+    0.04557365046722129
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009717606376341749,
+    "max_slope": 0.0025156493247123716,
+    "height_range": 0.12199631493319688,
+    "mean_height": -0.014913794461648882,
+    "std_height": 0.03303688833045309
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.661271",
+  "correlation_length": 0.030087357158980203,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7574282805636254,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31477605240621204,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000279.json b/metadata/nurbs/sample_000279.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5394a2d4717db1ca67c3d98c3fbb8115f6ec693
--- /dev/null
+++ b/metadata/nurbs/sample_000279.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 279,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.37679072751295356
+  },
+  "rq_target": 0.0010637365414020977,
+  "rq_actual": 0.0010637365414020977,
+  "ra_actual": 0.0008760899582822033,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    201,
+    137
+  ],
+  "physical_dimensions": [
+    0.17893250061778204,
+    0.041755203119951484
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017555428446637106,
+    "max_slope": 0.004298730972924607,
+    "height_range": 0.194086006435505,
+    "mean_height": -0.018333856019047322,
+    "std_height": 0.04364694596924986
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.312450",
+  "correlation_length": 0.014029710639405876,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7896552410876477,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44196144179773544,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000290.json b/metadata/nurbs/sample_000290.json
new file mode 100644
index 0000000000000000000000000000000000000000..05af2e1d8d8d7f9e6bb484f564d17153d270907b
--- /dev/null
+++ b/metadata/nurbs/sample_000290.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 290,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.44919082887832795
+  },
+  "rq_target": 0.0007499937825405883,
+  "rq_actual": 0.0007499937825405883,
+  "ra_actual": 0.0006134720686014758,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    299,
+    188
+  ],
+  "physical_dimensions": [
+    0.15784193270019242,
+    0.09823671807314184
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001287681140901523,
+    "max_slope": 0.002591489201465642,
+    "height_range": 0.2244904114365514,
+    "mean_height": -0.012442058283218215,
+    "std_height": 0.051658923863659965
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.728494",
+  "correlation_length_x": 0.039755385017242864,
+  "correlation_length_y": 0.007484035735171738,
+  "orientation": 160.34230384835772,
+  "anisotropy_ratio": 5.312025012174877,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6791497971482265,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3163172642386341,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000293.json b/metadata/nurbs/sample_000293.json
new file mode 100644
index 0000000000000000000000000000000000000000..e094ed7689b27ad07c45f86d25d6db98ff5b1bdc
--- /dev/null
+++ b/metadata/nurbs/sample_000293.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 293,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5534554726199377
+  },
+  "rq_target": 0.0015916306490813355,
+  "rq_actual": 0.0015916306490813352,
+  "ra_actual": 0.001300017014802335,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    204,
+    111
+  ],
+  "physical_dimensions": [
+    0.1879380263965486,
+    0.06807702983438438
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013334173517377131,
+    "max_slope": 0.003203830035987614,
+    "height_range": 0.147873336621857,
+    "mean_height": 0.004860742874299583,
+    "std_height": 0.030898859572187354
+  },
+  "generation_timestamp": "2025-11-08T02:57:30.039258",
+  "correlation_length": 0.009881542083451624,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7464476501841286,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38249285598346044,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000294.json b/metadata/nurbs/sample_000294.json
new file mode 100644
index 0000000000000000000000000000000000000000..acaaadfc82cf663481d18ff4a3e092eaffca9381
--- /dev/null
+++ b/metadata/nurbs/sample_000294.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 294,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5957318041824995
+  },
+  "rq_target": 0.0036120655514950122,
+  "rq_actual": 0.0036120655514950122,
+  "ra_actual": 0.0029590305010504213,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    346,
+    107
+  ],
+  "physical_dimensions": [
+    0.1532227730812592,
+    0.07878945020635399
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012212203895922054,
+    "max_slope": 0.0030307072858051327,
+    "height_range": 0.1691166544808017,
+    "mean_height": 0.0005711354500701853,
+    "std_height": 0.036835246145675966
+  },
+  "generation_timestamp": "2025-11-08T02:57:30.180141",
+  "correlation_length_x": 0.0321677189670008,
+  "correlation_length_y": 0.009739700723401048,
+  "orientation": 15.0,
+  "anisotropy_ratio": 3.3027420328956487,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8227754136574255,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4948556681399034,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000302.json b/metadata/nurbs/sample_000302.json
new file mode 100644
index 0000000000000000000000000000000000000000..7309b0daf3779d14cea5dcacf82a15b369af3ed7
--- /dev/null
+++ b/metadata/nurbs/sample_000302.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 302,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.42301677709531205
+  },
+  "rq_target": 0.00206584474673087,
+  "rq_actual": 0.00206584474673087,
+  "ra_actual": 0.0016615890936308296,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    202,
+    111
+  ],
+  "physical_dimensions": [
+    0.17879300035209497,
+    0.052706736636008826
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001613633858472719,
+    "max_slope": 0.004198026260015758,
+    "height_range": 0.1742052756526063,
+    "mean_height": -0.0009236498532618474,
+    "std_height": 0.045127884450841003
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.098329",
+  "correlation_length": 0.0166066581350627,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7035715299001888,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37888528349371475,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000308.json b/metadata/nurbs/sample_000308.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9fbcf11ef0fea770e50eaef024d298bfa03ee03
--- /dev/null
+++ b/metadata/nurbs/sample_000308.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 308,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.791209731582616
+  },
+  "rq_target": 0.0010476191674707667,
+  "rq_actual": 0.0010476191674707667,
+  "ra_actual": 0.0008548225236222054,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    292,
+    149
+  ],
+  "physical_dimensions": [
+    0.16788896995082872,
+    0.03919753079689365
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008607113277259959,
+    "max_slope": 0.0017542537601645983,
+    "height_range": 0.2125184862959267,
+    "mean_height": 0.01560540618822352,
+    "std_height": 0.05202103766731142
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.735468",
+  "correlation_length": 0.045067264489340494,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7553231203578208,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4968455400816219,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000329.json b/metadata/nurbs/sample_000329.json
new file mode 100644
index 0000000000000000000000000000000000000000..c72ece7e867f532206857852db5e8abbe5bd65f9
--- /dev/null
+++ b/metadata/nurbs/sample_000329.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 329,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6396871021208236
+  },
+  "rq_target": 0.002767399743847379,
+  "rq_actual": 0.002767399743847379,
+  "ra_actual": 0.0022828715208092535,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    333,
+    196
+  ],
+  "physical_dimensions": [
+    0.16282619677883442,
+    0.06878841368159255
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009516577384486472,
+    "max_slope": 0.002970836939196264,
+    "height_range": 0.17982384253729577,
+    "mean_height": 0.0014331515882440823,
+    "std_height": 0.044208777544160506
+  },
+  "generation_timestamp": "2025-11-08T03:03:31.831474",
+  "correlation_length": 0.04608157472233694,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7553920137450701,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35818576407777114,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000350.json b/metadata/nurbs/sample_000350.json
new file mode 100644
index 0000000000000000000000000000000000000000..f91e1e864f8e6c728eb2812bacc73bb5d9efe9bd
--- /dev/null
+++ b/metadata/nurbs/sample_000350.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 350,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.8921733313367775
+  },
+  "rq_target": 0.0026257643237180047,
+  "rq_actual": 0.0026257643237180047,
+  "ra_actual": 0.0021216684576791144,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    343,
+    171
+  ],
+  "physical_dimensions": [
+    0.16762222347703265,
+    0.051402456490404
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007883391507285159,
+    "max_slope": 0.0016433558208136315,
+    "height_range": 0.15078737787558666,
+    "mean_height": -0.011258399052194104,
+    "std_height": 0.040778676879966176
+  },
+  "generation_timestamp": "2025-11-08T03:06:50.612192",
+  "correlation_length_x": 0.010723820167455416,
+  "correlation_length_y": 0.01956710604893131,
+  "orientation": 60.0,
+  "anisotropy_ratio": 0.548053459752221,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.802031301646844,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4124790589290515,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000356.json b/metadata/nurbs/sample_000356.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a4f61a92233482cd1b662382f39406d74128bf1
--- /dev/null
+++ b/metadata/nurbs/sample_000356.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 356,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6662528012516851
+  },
+  "rq_target": 0.0036511725658774593,
+  "rq_actual": 0.0036511725658774593,
+  "ra_actual": 0.003027002319680615,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    218,
+    196
+  ],
+  "physical_dimensions": [
+    0.17600484561724763,
+    0.11050100218213915
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008996098880370303,
+    "max_slope": 0.001844259325091478,
+    "height_range": 0.1238784793365216,
+    "mean_height": 0.012407543589405597,
+    "std_height": 0.028771550294018046
+  },
+  "generation_timestamp": "2025-11-08T03:06:51.337877",
+  "correlation_length_x": 0.026707726117393388,
+  "correlation_length_y": 0.009830813261261988,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.7167361852588887,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6690233597259795,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.334813178550387,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000360.json b/metadata/nurbs/sample_000360.json
new file mode 100644
index 0000000000000000000000000000000000000000..28e124927fc2e13103a53110aba4c3f8589e6c26
--- /dev/null
+++ b/metadata/nurbs/sample_000360.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 360,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8503755803633093
+  },
+  "rq_target": 0.0024205965814322076,
+  "rq_actual": 0.0024205965814322076,
+  "ra_actual": 0.0019341015897722086,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    316,
+    119
+  ],
+  "physical_dimensions": [
+    0.19426488554923152,
+    0.06795817634232104
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011658205763748783,
+    "max_slope": 0.002494343443747002,
+    "height_range": 0.1418994358263569,
+    "mean_height": -0.0166253581208404,
+    "std_height": 0.0305778288481988
+  },
+  "generation_timestamp": "2025-11-08T03:06:51.912689",
+  "correlation_length": 0.019351129611129093,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6857589871392193,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4578030778596353,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000362.json b/metadata/nurbs/sample_000362.json
new file mode 100644
index 0000000000000000000000000000000000000000..11ee3af68f851d581652f7fa261fcf4024c5c4ad
--- /dev/null
+++ b/metadata/nurbs/sample_000362.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 362,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6052706406810553
+  },
+  "rq_target": 0.0010757122024271587,
+  "rq_actual": 0.0010757122024271587,
+  "ra_actual": 0.0008659160837149468,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    327,
+    142
+  ],
+  "physical_dimensions": [
+    0.1859741644879743,
+    0.059916574710239985
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008903195004901364,
+    "max_slope": 0.0018772462190463485,
+    "height_range": 0.13206616134689014,
+    "mean_height": 0.01478630913023984,
+    "std_height": 0.02824954202595486
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.159331",
+  "correlation_length_x": 0.04664573198524835,
+  "correlation_length_y": 0.012141350683196828,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.841889852486041,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6579578751371531,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39972894804191805,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000401.json b/metadata/nurbs/sample_000401.json
new file mode 100644
index 0000000000000000000000000000000000000000..67c668c44fc06559ea07c0deb87091596a4c1906
--- /dev/null
+++ b/metadata/nurbs/sample_000401.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 401,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.45403529991601865
+  },
+  "rq_target": 0.0019287253863438697,
+  "rq_actual": 0.0019287253863438697,
+  "ra_actual": 0.0015888538115486999,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    351,
+    173
+  ],
+  "physical_dimensions": [
+    0.17525298319855864,
+    0.03761653182039703
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010855915722945795,
+    "max_slope": 0.002437743785335396,
+    "height_range": 0.1810152698761878,
+    "mean_height": -0.0019790919805392267,
+    "std_height": 0.042662162597771135
+  },
+  "generation_timestamp": "2025-11-08T03:13:15.766449",
+  "correlation_length": 0.023180736240061388,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7608657295868938,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3513638166500082,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000403.json b/metadata/nurbs/sample_000403.json
new file mode 100644
index 0000000000000000000000000000000000000000..696dc5b6fb45fe376bc9677c52450f0e1a89b15f
--- /dev/null
+++ b/metadata/nurbs/sample_000403.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 403,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.44236878364234705
+  },
+  "rq_target": 0.0012270417698618048,
+  "rq_actual": 0.0012270417698618048,
+  "ra_actual": 0.0010155329910174862,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    284,
+    152
+  ],
+  "physical_dimensions": [
+    0.1705335889641804,
+    0.03882291696052938
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011161496084627128,
+    "max_slope": 0.002449944198689917,
+    "height_range": 0.2095302965599421,
+    "mean_height": -0.03801672651062747,
+    "std_height": 0.05704853464473905
+  },
+  "generation_timestamp": "2025-11-08T03:13:15.997916",
+  "correlation_length_x": 0.08857992464691236,
+  "correlation_length_y": 0.005709835066840802,
+  "orientation": 74.5608730586262,
+  "anisotropy_ratio": 15.513569763394726,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8215524855047934,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44698010632848295,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000408.json b/metadata/nurbs/sample_000408.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7023e982b78e536da4815ab80f6580db7cb04c4
--- /dev/null
+++ b/metadata/nurbs/sample_000408.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 408,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.34910253806021907
+  },
+  "rq_target": 0.0019670686669643203,
+  "rq_actual": 0.0019670686669643203,
+  "ra_actual": 0.0016173850722710809,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    290,
+    189
+  ],
+  "physical_dimensions": [
+    0.1738224333307169,
+    0.03723035017145247
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009177444900455592,
+    "max_slope": 0.0025740634578136456,
+    "height_range": 0.1449486937554571,
+    "mean_height": -0.05059507404350388,
+    "std_height": 0.029060472917292888
+  },
+  "generation_timestamp": "2025-11-08T03:13:16.810268",
+  "correlation_length": 0.02303725893542273,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6786150497533071,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3015718501979282,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000414.json b/metadata/nurbs/sample_000414.json
new file mode 100644
index 0000000000000000000000000000000000000000..06b20c49e56550ce5990bccb9b78982d71637473
--- /dev/null
+++ b/metadata/nurbs/sample_000414.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 414,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7525383138120114
+  },
+  "rq_target": 0.0008476118564746514,
+  "rq_actual": 0.0008476118564746514,
+  "ra_actual": 0.0006848432320684106,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    379,
+    150
+  ],
+  "physical_dimensions": [
+    0.15181118392340445,
+    0.04090368779699551
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007097393524048329,
+    "max_slope": 0.0015621702369102632,
+    "height_range": 0.11412115082094931,
+    "mean_height": 0.005838152472613352,
+    "std_height": 0.020406243854578548
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.538647",
+  "correlation_length_x": 0.011569853543890651,
+  "correlation_length_y": 0.00497599633138498,
+  "orientation": 167.2772155063938,
+  "anisotropy_ratio": 2.3251330534382424,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6997949329431168,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4520852881756131,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000419.json b/metadata/nurbs/sample_000419.json
new file mode 100644
index 0000000000000000000000000000000000000000..42a99f3fe9990897cf1577b44b7cfd21517940e5
--- /dev/null
+++ b/metadata/nurbs/sample_000419.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 419,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.6130342266736746
+  },
+  "rq_target": 0.0020610868897807874,
+  "rq_actual": 0.0020610868897807874,
+  "ra_actual": 0.0016308757868645559,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    254,
+    177
+  ],
+  "physical_dimensions": [
+    0.1739293659169722,
+    0.04207991416599866
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010841573626925558,
+    "max_slope": 0.002564567804726823,
+    "height_range": 0.1360126363369017,
+    "mean_height": -0.05756239290992812,
+    "std_height": 0.03303102370721672
+  },
+  "generation_timestamp": "2025-11-08T03:13:18.172649",
+  "correlation_length_x": 0.04072225227449489,
+  "correlation_length_y": 0.009040363416430431,
+  "orientation": 60.0,
+  "anisotropy_ratio": 4.504492839356893,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6602542487367332,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3365663004600266,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000422.json b/metadata/nurbs/sample_000422.json
new file mode 100644
index 0000000000000000000000000000000000000000..005c001287323aec9cff4afb5ae83963bafb36bf
--- /dev/null
+++ b/metadata/nurbs/sample_000422.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 422,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.48570280343722844
+  },
+  "rq_target": 0.0045589735294234044,
+  "rq_actual": 0.0045589735294234044,
+  "ra_actual": 0.0037759506523892517,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    296,
+    120
+  ],
+  "physical_dimensions": [
+    0.1536610812338336,
+    0.0844653017801015
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0018035584358038852,
+    "max_slope": 0.0036270263008897725,
+    "height_range": 0.21625056331094478,
+    "mean_height": -0.01483074340033015,
+    "std_height": 0.0486244772447098
+  },
+  "generation_timestamp": "2025-11-08T03:13:18.532197",
+  "correlation_length_x": 0.025043563409038502,
+  "correlation_length_y": 0.0016114807722278513,
+  "orientation": 101.21793619407741,
+  "anisotropy_ratio": 15.540714999916567,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6650069518848276,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4279233015343108,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000427.json b/metadata/nurbs/sample_000427.json
new file mode 100644
index 0000000000000000000000000000000000000000..a11442f637de2ebc121f4d2e0226eaff8b4e81ca
--- /dev/null
+++ b/metadata/nurbs/sample_000427.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 427,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7197096568880121
+  },
+  "rq_target": 0.003327427005698114,
+  "rq_actual": 0.003327427005698114,
+  "ra_actual": 0.0027021003012596117,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    355,
+    104
+  ],
+  "physical_dimensions": [
+    0.18432134812786077,
+    0.04000928215105684
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008313197616722169,
+    "max_slope": 0.0017641372828688096,
+    "height_range": 0.1258813015814682,
+    "mean_height": 0.016235940918125205,
+    "std_height": 0.03329277809470443
+  },
+  "generation_timestamp": "2025-11-08T03:16:30.287402",
+  "correlation_length_x": 0.02376456978407377,
+  "correlation_length_y": 0.012278898794247015,
+  "orientation": 45.0,
+  "anisotropy_ratio": 1.9353991088523421,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7695644687057237,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4532513875477545,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000437.json b/metadata/nurbs/sample_000437.json
new file mode 100644
index 0000000000000000000000000000000000000000..1831db693f73c2807797d4b4c872d37c68e29557
--- /dev/null
+++ b/metadata/nurbs/sample_000437.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 437,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8591659608269815
+  },
+  "rq_target": 0.002617735111965829,
+  "rq_actual": 0.002617735111965829,
+  "ra_actual": 0.002098705816090278,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    337,
+    130
+  ],
+  "physical_dimensions": [
+    0.17787173667691691,
+    0.040642367604087584
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001068572392724263,
+    "max_slope": 0.002104210741558734,
+    "height_range": 0.16124272814090168,
+    "mean_height": -0.0027457850730707735,
+    "std_height": 0.03239336670899188
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.504474",
+  "correlation_length": 0.02296940403744448,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6789054444850733,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30774633252738565,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000438.json b/metadata/nurbs/sample_000438.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c7bb940f93d5ac92cd38ef1f5291e1ba3122c2e
--- /dev/null
+++ b/metadata/nurbs/sample_000438.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 438,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8258784976147955
+  },
+  "rq_target": 0.0006140058949036119,
+  "rq_actual": 0.0006140058949036119,
+  "ra_actual": 0.0004939766830547367,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    224,
+    143
+  ],
+  "physical_dimensions": [
+    0.16628542302478222,
+    0.04186601088594425
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011075834520607034,
+    "max_slope": 0.002738908319297588,
+    "height_range": 0.1416692635285703,
+    "mean_height": -0.008049904158123932,
+    "std_height": 0.03266019407202336
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.620205",
+  "correlation_length_x": 0.1274291160706052,
+  "correlation_length_y": 0.03106749422750744,
+  "orientation": 140.15199990915607,
+  "anisotropy_ratio": 4.101686320030867,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7792566230118054,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3166464678245351,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000439.json b/metadata/nurbs/sample_000439.json
new file mode 100644
index 0000000000000000000000000000000000000000..b61b6a8cc5fa740e5273edbe38795f5fc9ccf80e
--- /dev/null
+++ b/metadata/nurbs/sample_000439.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 439,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.618776626359024
+  },
+  "rq_target": 0.0014804743629326926,
+  "rq_actual": 0.0014804743629326926,
+  "ra_actual": 0.001224974522845961,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    296,
+    149
+  ],
+  "physical_dimensions": [
+    0.18008946029344594,
+    0.10090624098188461
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009979249984430924,
+    "max_slope": 0.0025420222909770538,
+    "height_range": 0.1696627998160508,
+    "mean_height": 0.00601332433823012,
+    "std_height": 0.03236656032531464
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.775980",
+  "correlation_length": 0.03521002402893341,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6880914875650173,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47686474583185245,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000442.json b/metadata/nurbs/sample_000442.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bb6de973a38f7591803f351e3a5fc765cd80ff1
--- /dev/null
+++ b/metadata/nurbs/sample_000442.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 442,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6698550294216923
+  },
+  "rq_target": 0.0018120911892172279,
+  "rq_actual": 0.0018120911892172279,
+  "ra_actual": 0.0014346497628435868,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    334,
+    161
+  ],
+  "physical_dimensions": [
+    0.1941119590962408,
+    0.06908027263792234
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011606230975829844,
+    "max_slope": 0.002745257097174476,
+    "height_range": 0.16469527893935987,
+    "mean_height": -0.024734307748315924,
+    "std_height": 0.033091833509137594
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.225867",
+  "correlation_length": 0.010135179523504439,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7721439917014417,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4549509736247239,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000447.json b/metadata/nurbs/sample_000447.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5fc54e218c52ce33f7111727243981edc57e8e2
--- /dev/null
+++ b/metadata/nurbs/sample_000447.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 447,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.46550398002705207
+  },
+  "rq_target": 0.0020681237689265824,
+  "rq_actual": 0.002068123768926583,
+  "ra_actual": 0.0016978860954349547,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    336,
+    191
+  ],
+  "physical_dimensions": [
+    0.1766104759592115,
+    0.04269229026169641
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007297848443382963,
+    "max_slope": 0.0016450368169327833,
+    "height_range": 0.1544642774078674,
+    "mean_height": -0.0034958957746651477,
+    "std_height": 0.0289387190598316
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.836783",
+  "correlation_length": 0.011914868287135628,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7612275874381306,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4679287502994673,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000448.json b/metadata/nurbs/sample_000448.json
new file mode 100644
index 0000000000000000000000000000000000000000..e25d3d3db4922eb6426ee3e0ed359bd80336c83c
--- /dev/null
+++ b/metadata/nurbs/sample_000448.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 448,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.34940413384777047
+  },
+  "rq_target": 0.001005385479844294,
+  "rq_actual": 0.0010053854798442942,
+  "ra_actual": 0.0008350807707627094,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    312,
+    123
+  ],
+  "physical_dimensions": [
+    0.1799415230675868,
+    0.06387907875411293
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013080879956887882,
+    "max_slope": 0.0023887519730250413,
+    "height_range": 0.17255980803674664,
+    "mean_height": -0.015999989721451027,
+    "std_height": 0.040329080531323544
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.979594",
+  "correlation_length": 0.020477224831089904,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7307497672028381,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46604052597628387,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000457.json b/metadata/nurbs/sample_000457.json
new file mode 100644
index 0000000000000000000000000000000000000000..a371c19022f4bf65c579b1c651b4ca26027ee9f9
--- /dev/null
+++ b/metadata/nurbs/sample_000457.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 457,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.47454870185800874
+  },
+  "rq_target": 0.0017248826913437586,
+  "rq_actual": 0.0017248826913437586,
+  "ra_actual": 0.0014445823884448453,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    270,
+    152
+  ],
+  "physical_dimensions": [
+    0.16840155229628406,
+    0.053625734975324094
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001030581577706282,
+    "max_slope": 0.0025000871246045435,
+    "height_range": 0.15553263547413915,
+    "mean_height": -0.04765474334041016,
+    "std_height": 0.03449390074826078
+  },
+  "generation_timestamp": "2025-11-08T03:19:32.553687",
+  "correlation_length_x": 0.012292684611884938,
+  "correlation_length_y": 0.005198355678271353,
+  "orientation": 154.10761181092894,
+  "anisotropy_ratio": 2.3647255733706767,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.694157771588712,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4678534624862006,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000481.json b/metadata/nurbs/sample_000481.json
new file mode 100644
index 0000000000000000000000000000000000000000..f206e97f43cc554ed7c27f58e8710021a669efb8
--- /dev/null
+++ b/metadata/nurbs/sample_000481.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 481,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.4283686180538022
+  },
+  "rq_target": 0.0027079007004331777,
+  "rq_actual": 0.0027079007004331777,
+  "ra_actual": 0.0022085837727217434,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    395,
+    195
+  ],
+  "physical_dimensions": [
+    0.18082741735090466,
+    0.045952194200952146
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005986779784074964,
+    "max_slope": 0.0015124409296899542,
+    "height_range": 0.13980486196655423,
+    "mean_height": 0.002433786407768511,
+    "std_height": 0.027207704770914047
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.044451",
+  "correlation_length": 0.011027461885308926,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.849871549448091,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3368173390550721,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000487.json b/metadata/nurbs/sample_000487.json
new file mode 100644
index 0000000000000000000000000000000000000000..3974d43f89399cb6e05f0ccfd7c3d39c1db3612c
--- /dev/null
+++ b/metadata/nurbs/sample_000487.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 487,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.6332123191660303
+  },
+  "rq_target": 0.0007628476557328573,
+  "rq_actual": 0.0007628476557328573,
+  "ra_actual": 0.000624143425241697,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    351,
+    146
+  ],
+  "physical_dimensions": [
+    0.15780560080009234,
+    0.06354491149565364
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010293986924055003,
+    "max_slope": 0.00230352873049016,
+    "height_range": 0.1877657122155138,
+    "mean_height": -0.03571127132427103,
+    "std_height": 0.044510012367933574
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.738756",
+  "correlation_length_x": 0.10553213432374155,
+  "correlation_length_y": 0.010156156082654478,
+  "orientation": 149.09125177890354,
+  "anisotropy_ratio": 10.39095239034166,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6831089795613363,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40405866172117505,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000489.json b/metadata/nurbs/sample_000489.json
new file mode 100644
index 0000000000000000000000000000000000000000..0154150e0f2939072a1bdf5b384d7af2ba904d9f
--- /dev/null
+++ b/metadata/nurbs/sample_000489.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 489,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.3774433864840282
+  },
+  "rq_target": 0.003444749120661251,
+  "rq_actual": 0.0034447491206612514,
+  "ra_actual": 0.002804590697422857,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    340,
+    128
+  ],
+  "physical_dimensions": [
+    0.17655540316824697,
+    0.03824920689752489
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0015393524902149478,
+    "max_slope": 0.0036823586583832643,
+    "height_range": 0.19348072604858735,
+    "mean_height": -0.013511085943869414,
+    "std_height": 0.04485572277119277
+  },
+  "generation_timestamp": "2025-11-08T03:22:25.978359",
+  "correlation_length": 0.09308336730848624,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.823404323763856,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3813849144266115,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000497.json b/metadata/nurbs/sample_000497.json
new file mode 100644
index 0000000000000000000000000000000000000000..eeeba7f968fc819f8f6b31d4ff94a2b167404a29
--- /dev/null
+++ b/metadata/nurbs/sample_000497.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 497,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.8750918111710082
+  },
+  "rq_target": 0.002245079594545526,
+  "rq_actual": 0.002245079594545526,
+  "ra_actual": 0.0018228308054185456,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    272,
+    110
+  ],
+  "physical_dimensions": [
+    0.1842138023001771,
+    0.10395394905479839
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011336254049355455,
+    "max_slope": 0.002233098721432259,
+    "height_range": 0.15248490329099235,
+    "mean_height": -0.0014255390574058177,
+    "std_height": 0.03458420476736773
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.880016",
+  "correlation_length": 0.018076586500561303,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7019129728642266,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3035143083535394,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000519.json b/metadata/nurbs/sample_000519.json
new file mode 100644
index 0000000000000000000000000000000000000000..75497ac9b7fb17888a575fc03b956f080343fc1e
--- /dev/null
+++ b/metadata/nurbs/sample_000519.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 519,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.4066907654024746
+  },
+  "rq_target": 0.002884624055062187,
+  "rq_actual": 0.002884624055062187,
+  "ra_actual": 0.0023333574444964747,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    361,
+    149
+  ],
+  "physical_dimensions": [
+    0.15298935012817505,
+    0.07549589759997877
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011450156900375064,
+    "max_slope": 0.002093832836395185,
+    "height_range": 0.14445402159418433,
+    "mean_height": -0.02353510858614082,
+    "std_height": 0.03629672141164392
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.309680",
+  "correlation_length_x": 0.015339003569449646,
+  "correlation_length_y": 0.016772923236343218,
+  "orientation": 30.0,
+  "anisotropy_ratio": 0.9145098533697105,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7841339490876624,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30225678970271574,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000524.json b/metadata/nurbs/sample_000524.json
new file mode 100644
index 0000000000000000000000000000000000000000..e380d59542432987552e48484cae081ce92f3380
--- /dev/null
+++ b/metadata/nurbs/sample_000524.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 524,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7735384780200176
+  },
+  "rq_target": 0.0010310316387275125,
+  "rq_actual": 0.0010310316387275125,
+  "ra_actual": 0.0008358668266071531,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    227,
+    185
+  ],
+  "physical_dimensions": [
+    0.17126139948389266,
+    0.03862327198370867
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012005806923264277,
+    "max_slope": 0.0031973035764010917,
+    "height_range": 0.14937079086750696,
+    "mean_height": -0.01892951075295127,
+    "std_height": 0.03413409640748089
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.897174",
+  "correlation_length_x": 0.014563412385903855,
+  "correlation_length_y": 0.006050574855059705,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.406946899223206,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6940756154172144,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43490696984486676,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000526.json b/metadata/nurbs/sample_000526.json
new file mode 100644
index 0000000000000000000000000000000000000000..d30189c3237f1720b38ae02c5f304f3bf09d97a1
--- /dev/null
+++ b/metadata/nurbs/sample_000526.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 526,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5007558595646587
+  },
+  "rq_target": 0.0008042014001669115,
+  "rq_actual": 0.0008042014001669115,
+  "ra_actual": 0.0006518731769786086,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    382,
+    100
+  ],
+  "physical_dimensions": [
+    0.1603120361238306,
+    0.05430866898598419
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011890000753180547,
+    "max_slope": 0.0022603862790812647,
+    "height_range": 0.17659636879294888,
+    "mean_height": -0.007313512533958248,
+    "std_height": 0.04524076338983448
+  },
+  "generation_timestamp": "2025-11-08T03:28:35.289210",
+  "correlation_length": 0.07171726031665639,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7470569519260913,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4764714654925925,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000528.json b/metadata/nurbs/sample_000528.json
new file mode 100644
index 0000000000000000000000000000000000000000..dffbb783ecf58022c86bcd87d90f04103539ed97
--- /dev/null
+++ b/metadata/nurbs/sample_000528.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 528,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4082505566196793
+  },
+  "rq_target": 0.002430495635737877,
+  "rq_actual": 0.002430495635737877,
+  "ra_actual": 0.001953439844816389,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    346,
+    199
+  ],
+  "physical_dimensions": [
+    0.15023428971953523,
+    0.08851294965387957
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009940823134147769,
+    "max_slope": 0.0023367971774948333,
+    "height_range": 0.23656171182009056,
+    "mean_height": -0.0009669954236838445,
+    "std_height": 0.05065355114318218
+  },
+  "generation_timestamp": "2025-11-08T03:28:35.597478",
+  "correlation_length": 0.039148742751224756,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8094256282420549,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47682218183596975,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000533.json b/metadata/nurbs/sample_000533.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef1fd6d1e01d414c24d1a80128157e62c30aacfb
--- /dev/null
+++ b/metadata/nurbs/sample_000533.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 533,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.31082943177055805
+  },
+  "rq_target": 0.0008413995645945739,
+  "rq_actual": 0.0008413995645945739,
+  "ra_actual": 0.0007011965131650674,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    363,
+    183
+  ],
+  "physical_dimensions": [
+    0.1866534144446723,
+    0.05419652146632172
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014658099960479676,
+    "max_slope": 0.0034279582510589237,
+    "height_range": 0.19488067891980454,
+    "mean_height": 0.016845691184915582,
+    "std_height": 0.05491409625801317
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.229512",
+  "correlation_length_x": 0.02616948959969361,
+  "correlation_length_y": 0.00577488028198731,
+  "orientation": 79.40163765760201,
+  "anisotropy_ratio": 4.531607292590991,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6549787939476948,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37525578681492167,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000539.json b/metadata/nurbs/sample_000539.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d939d1ece6e1ccee8d471d42c7af0e6cc4a7369
--- /dev/null
+++ b/metadata/nurbs/sample_000539.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 539,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.31387146506996755
+  },
+  "rq_target": 0.0021607813804766854,
+  "rq_actual": 0.0021607813804766854,
+  "ra_actual": 0.0017792102001758486,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    238,
+    138
+  ],
+  "physical_dimensions": [
+    0.19155132854349738,
+    0.09812789023304716
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00124030772491094,
+    "max_slope": 0.002546464006550324,
+    "height_range": 0.15872260104385527,
+    "mean_height": 0.01440537497102555,
+    "std_height": 0.02890953415120395
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.942289",
+  "correlation_length_x": 0.0188145939179354,
+  "correlation_length_y": 0.007880000027685477,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.3876388136843247,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7037512425881725,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3368757731255426,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000542.json b/metadata/nurbs/sample_000542.json
new file mode 100644
index 0000000000000000000000000000000000000000..262876821c75aa1c2f2cd3c30d9476a6de11aeb2
--- /dev/null
+++ b/metadata/nurbs/sample_000542.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 542,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.44544248670001907
+  },
+  "rq_target": 0.0009657995404069725,
+  "rq_actual": 0.0009657995404069724,
+  "ra_actual": 0.0007840652100857467,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    243,
+    113
+  ],
+  "physical_dimensions": [
+    0.1554810295106002,
+    0.06759310584816211
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016396821327094259,
+    "max_slope": 0.0033703022235705956,
+    "height_range": 0.1790316541157876,
+    "mean_height": 0.0006903691214011807,
+    "std_height": 0.02981949181110132
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.224439",
+  "correlation_length": 0.022601708087697125,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6624677727245919,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3576192977224415,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000543.json b/metadata/nurbs/sample_000543.json
new file mode 100644
index 0000000000000000000000000000000000000000..387a8e584405b2a93e79f08c900ac6b525746d18
--- /dev/null
+++ b/metadata/nurbs/sample_000543.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 543,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7319662153962594
+  },
+  "rq_target": 0.0016517407021108834,
+  "rq_actual": 0.0016517407021108836,
+  "ra_actual": 0.001360363892420873,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    250,
+    180
+  ],
+  "physical_dimensions": [
+    0.18272601070157832,
+    0.04744956362453965
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013788098264377144,
+    "max_slope": 0.0029620317486457786,
+    "height_range": 0.22837490702528968,
+    "mean_height": 0.002047299250615332,
+    "std_height": 0.05051387648133511
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.386143",
+  "correlation_length_x": 0.11580322483364429,
+  "correlation_length_y": 0.04376976796870504,
+  "orientation": 70.16696698335727,
+  "anisotropy_ratio": 2.645735406147057,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8425642145488467,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4745803935307761,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000545.json b/metadata/nurbs/sample_000545.json
new file mode 100644
index 0000000000000000000000000000000000000000..3793a3a0617f3c7a82b0d9e13ba655fb97ccb1b1
--- /dev/null
+++ b/metadata/nurbs/sample_000545.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 545,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.445840472219151
+  },
+  "rq_target": 0.0015185710216161176,
+  "rq_actual": 0.0015185710216161173,
+  "ra_actual": 0.0012515926529491083,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    287,
+    182
+  ],
+  "physical_dimensions": [
+    0.19033710454230257,
+    0.06912376957826863
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009625206337346315,
+    "max_slope": 0.002074439557219269,
+    "height_range": 0.17786100814293393,
+    "mean_height": -0.04520806942785326,
+    "std_height": 0.04620171824497131
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.671015",
+  "correlation_length": 0.007874721633196045,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6779855896722271,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43710834929464576,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000547.json b/metadata/nurbs/sample_000547.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c484a53a50c8965be454d72ff0218e78d3b9bda
--- /dev/null
+++ b/metadata/nurbs/sample_000547.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 547,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7276419035622016
+  },
+  "rq_target": 0.0008005403202021285,
+  "rq_actual": 0.0008005403202021285,
+  "ra_actual": 0.0006524516273220184,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    382,
+    156
+  ],
+  "physical_dimensions": [
+    0.16028243681590665,
+    0.04162632888579718
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008892270150614582,
+    "max_slope": 0.0020941279543865332,
+    "height_range": 0.13946142921438276,
+    "mean_height": -0.004848762496636055,
+    "std_height": 0.026645894838333958
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.955746",
+  "correlation_length": 0.015299517405755369,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8442851437884852,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40394590212564757,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000549.json b/metadata/nurbs/sample_000549.json
new file mode 100644
index 0000000000000000000000000000000000000000..91602ebeba484edcfdcb42529cc1fa70efd2762f
--- /dev/null
+++ b/metadata/nurbs/sample_000549.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 549,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5163243494022578
+  },
+  "rq_target": 0.002200055453575845,
+  "rq_actual": 0.0022000554535758455,
+  "ra_actual": 0.0017841009569171719,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    217,
+    183
+  ],
+  "physical_dimensions": [
+    0.17520030403832948,
+    0.041683449121450084
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001225301090553267,
+    "max_slope": 0.0033613572176588893,
+    "height_range": 0.18312837009395944,
+    "mean_height": -0.03488380831435888,
+    "std_height": 0.04310660607158792
+  },
+  "generation_timestamp": "2025-11-08T03:28:38.273928",
+  "correlation_length_x": 0.040971683290021724,
+  "correlation_length_y": 0.003351166971098705,
+  "orientation": 15.0,
+  "anisotropy_ratio": 12.226094266078558,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8450099075558053,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45456826719556914,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000552.json b/metadata/nurbs/sample_000552.json
new file mode 100644
index 0000000000000000000000000000000000000000..778976d0c3e551382816afc08d99fd8b8e01de44
--- /dev/null
+++ b/metadata/nurbs/sample_000552.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 552,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5566214150067899
+  },
+  "rq_target": 0.0022184705648110267,
+  "rq_actual": 0.0022184705648110267,
+  "ra_actual": 0.0018291933091783275,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    362,
+    159
+  ],
+  "physical_dimensions": [
+    0.17240467909528703,
+    0.050239236688896564
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000822694786029317,
+    "max_slope": 0.001444431175028817,
+    "height_range": 0.13603207899211506,
+    "mean_height": -0.01032799982609016,
+    "std_height": 0.03754155191196663
+  },
+  "generation_timestamp": "2025-11-08T03:31:43.804713",
+  "correlation_length": 0.013380078500109104,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7900352747319374,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38129021681690833,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000562.json b/metadata/nurbs/sample_000562.json
new file mode 100644
index 0000000000000000000000000000000000000000..0fe7c5e7c2dfc2f3e29c2ecf9d453a3e7f57a4ed
--- /dev/null
+++ b/metadata/nurbs/sample_000562.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 562,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8390307522589135
+  },
+  "rq_target": 0.004967055715227143,
+  "rq_actual": 0.004967055715227143,
+  "ra_actual": 0.00404146550455304,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    205,
+    113
+  ],
+  "physical_dimensions": [
+    0.1585323106148257,
+    0.08017614799046394
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001559747246340584,
+    "max_slope": 0.0032008408099162776,
+    "height_range": 0.14905088908252515,
+    "mean_height": -0.014268814789494001,
+    "std_height": 0.03544403696139477
+  },
+  "generation_timestamp": "2025-11-08T03:31:44.898039",
+  "correlation_length": 0.00709731128076745,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6551319988475459,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35318187589781636,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000564.json b/metadata/nurbs/sample_000564.json
new file mode 100644
index 0000000000000000000000000000000000000000..d78f26f6b057ea19594ff8f65a30e0ae4ab46708
--- /dev/null
+++ b/metadata/nurbs/sample_000564.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 564,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8158939571108663
+  },
+  "rq_target": 0.0008559972482948087,
+  "rq_actual": 0.0008559972482948087,
+  "ra_actual": 0.0007068960629419349,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    299,
+    142
+  ],
+  "physical_dimensions": [
+    0.1980502181641493,
+    0.07262417238970328
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009830301931139653,
+    "max_slope": 0.0029475187658428805,
+    "height_range": 0.12946089129292693,
+    "mean_height": -0.002858223077717974,
+    "std_height": 0.03345449947816293
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.209665",
+  "correlation_length_x": 0.010862525677023109,
+  "correlation_length_y": 0.005416204316979033,
+  "orientation": 35.677151258795526,
+  "anisotropy_ratio": 2.0055605441195468,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.722608586286168,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4831895165265933,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000567.json b/metadata/nurbs/sample_000567.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba890ab3b18ce286739a4b6e56ee6934f9c0b513
--- /dev/null
+++ b/metadata/nurbs/sample_000567.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 567,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.3088031321442973
+  },
+  "rq_target": 0.0037451389760299178,
+  "rq_actual": 0.0037451389760299173,
+  "ra_actual": 0.00306126465158469,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    310,
+    173
+  ],
+  "physical_dimensions": [
+    0.19292071436437006,
+    0.06364578993517662
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012477525361344805,
+    "max_slope": 0.002957563152985604,
+    "height_range": 0.17283583583487094,
+    "mean_height": 0.012097905904088472,
+    "std_height": 0.03778953624093906
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.553039",
+  "correlation_length_x": 0.020170679209119514,
+  "correlation_length_y": 0.002413012798763688,
+  "orientation": 135.393284672817,
+  "anisotropy_ratio": 8.359126490938632,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7976068658019667,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4178165366313217,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000580.json b/metadata/nurbs/sample_000580.json
new file mode 100644
index 0000000000000000000000000000000000000000..330d2d1e517691666e9dd0f9f2d2f27b974b0985
--- /dev/null
+++ b/metadata/nurbs/sample_000580.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 580,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.8854891978789394
+  },
+  "rq_target": 0.0011849256916943811,
+  "rq_actual": 0.0011849256916943811,
+  "ra_actual": 0.000966666644007456,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    350,
+    145
+  ],
+  "physical_dimensions": [
+    0.16483617200594916,
+    0.05305358563100234
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009046287552484783,
+    "max_slope": 0.0018771712391521898,
+    "height_range": 0.18818784846241782,
+    "mean_height": -0.007624004198640916,
+    "std_height": 0.03608422525416708
+  },
+  "generation_timestamp": "2025-11-08T03:34:50.300656",
+  "correlation_length": 0.03463274297729131,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8373998341345223,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38286330022526516,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000581.json b/metadata/nurbs/sample_000581.json
new file mode 100644
index 0000000000000000000000000000000000000000..eba6de26cc5edc59b7981ae819a05ec0ae06e192
--- /dev/null
+++ b/metadata/nurbs/sample_000581.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 581,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.44891531269524276
+  },
+  "rq_target": 0.0026930125299290024,
+  "rq_actual": 0.0026930125299290024,
+  "ra_actual": 0.0022051990157827646,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    303,
+    175
+  ],
+  "physical_dimensions": [
+    0.19304356732145994,
+    0.039156004667009
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001197021007929437,
+    "max_slope": 0.003510369181700819,
+    "height_range": 0.19634836569770392,
+    "mean_height": 0.01624105466486272,
+    "std_height": 0.03902000153677311
+  },
+  "generation_timestamp": "2025-11-08T03:34:50.480576",
+  "correlation_length_x": 0.03173712570262311,
+  "correlation_length_y": 0.013484946045506319,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.3535226314975946,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7994209047516905,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.336833185092251,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000585.json b/metadata/nurbs/sample_000585.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d276c6a55968be98fa478b73368a4c93f9e1cc4
--- /dev/null
+++ b/metadata/nurbs/sample_000585.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 585,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7706195022821793
+  },
+  "rq_target": 0.002008040708178932,
+  "rq_actual": 0.002008040708178932,
+  "ra_actual": 0.0016612860502321905,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    286,
+    184
+  ],
+  "physical_dimensions": [
+    0.1592227182820484,
+    0.06802907956922169
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004775173933553883,
+    "max_slope": 0.0014349460453354445,
+    "height_range": 0.09888958551740519,
+    "mean_height": -0.004502529648918691,
+    "std_height": 0.017488504227610786
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.070879",
+  "correlation_length_x": 0.03759388195205804,
+  "correlation_length_y": 0.024484143246402787,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.535437918889865,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.731430700025064,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4155162445171202,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000590.json b/metadata/nurbs/sample_000590.json
new file mode 100644
index 0000000000000000000000000000000000000000..299af1a812624adeca3121da1531a0ab0642eabe
--- /dev/null
+++ b/metadata/nurbs/sample_000590.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 590,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5079041200031393
+  },
+  "rq_target": 0.0014997426730610937,
+  "rq_actual": 0.0014997426730610937,
+  "ra_actual": 0.0012630880353720108,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    233,
+    131
+  ],
+  "physical_dimensions": [
+    0.19298302427062025,
+    0.097176846780774
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014334904098077907,
+    "max_slope": 0.0032860386533058203,
+    "height_range": 0.17736936616076537,
+    "mean_height": 0.018759863158921763,
+    "std_height": 0.051735667063425854
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.572082",
+  "correlation_length_x": 0.04229203923558096,
+  "correlation_length_y": 0.01011751163421901,
+  "orientation": 45.0,
+  "anisotropy_ratio": 4.1800830841194845,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8400466721218579,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44664166196257166,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000593.json b/metadata/nurbs/sample_000593.json
new file mode 100644
index 0000000000000000000000000000000000000000..683eb1343e82293f6eb5ba730c742e777eec18ba
--- /dev/null
+++ b/metadata/nurbs/sample_000593.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 593,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7593385168465887
+  },
+  "rq_target": 0.004253787431111506,
+  "rq_actual": 0.004253787431111505,
+  "ra_actual": 0.0034690770932498944,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    210,
+    165
+  ],
+  "physical_dimensions": [
+    0.19054820942898562,
+    0.07031726096188994
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008835514842032633,
+    "max_slope": 0.0018476018456893414,
+    "height_range": 0.1705591941350032,
+    "mean_height": 0.007161659925528526,
+    "std_height": 0.03017528799381453
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.960100",
+  "correlation_length_x": 0.03232952791279804,
+  "correlation_length_y": 0.004183589908135975,
+  "orientation": 60.0,
+  "anisotropy_ratio": 7.727700042952505,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7302947556327134,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38661613074169854,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000603.json b/metadata/nurbs/sample_000603.json
new file mode 100644
index 0000000000000000000000000000000000000000..db1f54cc3135b9c0dabde77e27166342e42b2290
--- /dev/null
+++ b/metadata/nurbs/sample_000603.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 603,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6962161870580073
+  },
+  "rq_target": 0.0008952212745786361,
+  "rq_actual": 0.0008952212745786361,
+  "ra_actual": 0.0007292057556996249,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    312,
+    160
+  ],
+  "physical_dimensions": [
+    0.16094956607604038,
+    0.0888998744503554
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010397393458805807,
+    "max_slope": 0.002017184398027934,
+    "height_range": 0.15897191991877635,
+    "mean_height": 0.0022009701618534356,
+    "std_height": 0.030159248024980066
+  },
+  "generation_timestamp": "2025-11-08T03:37:45.323694",
+  "correlation_length_x": 0.015007855262079529,
+  "correlation_length_y": 0.003293888167986918,
+  "orientation": 56.86919753024288,
+  "anisotropy_ratio": 4.5562734667011116,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8233784650215488,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33899461378125056,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000606.json b/metadata/nurbs/sample_000606.json
new file mode 100644
index 0000000000000000000000000000000000000000..98489d9f22ba1b2ba00e240ee4fc689551c81f00
--- /dev/null
+++ b/metadata/nurbs/sample_000606.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 606,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7059264643235678
+  },
+  "rq_target": 0.0013404276867934974,
+  "rq_actual": 0.0013404276867934977,
+  "ra_actual": 0.0010793547701405857,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    309,
+    129
+  ],
+  "physical_dimensions": [
+    0.1598806619722121,
+    0.07194805295310772
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010501605084027184,
+    "max_slope": 0.0019700617882526666,
+    "height_range": 0.16028993405971367,
+    "mean_height": 0.006925069919185858,
+    "std_height": 0.03831119609746637
+  },
+  "generation_timestamp": "2025-11-08T03:37:45.682745",
+  "correlation_length_x": 0.020104767989449893,
+  "correlation_length_y": 0.020651752619993507,
+  "orientation": 90.0,
+  "anisotropy_ratio": 0.9735138881135897,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8075257009275971,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4359651569728593,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000629.json b/metadata/nurbs/sample_000629.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f69c906197bd5380851628fe2b9263d9f0df873
--- /dev/null
+++ b/metadata/nurbs/sample_000629.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 629,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.44786507162493233
+  },
+  "rq_target": 0.0011427732183939415,
+  "rq_actual": 0.0011427732183939415,
+  "ra_actual": 0.0009425899549664828,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    380,
+    188
+  ],
+  "physical_dimensions": [
+    0.1972735927397915,
+    0.08276533135509376
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008341593412870595,
+    "max_slope": 0.0019321644912845767,
+    "height_range": 0.1699293256732702,
+    "mean_height": 0.010842324834058482,
+    "std_height": 0.028071920493575327
+  },
+  "generation_timestamp": "2025-11-08T03:40:49.946337",
+  "correlation_length_x": 0.06834791753436135,
+  "correlation_length_y": 0.00936466300420179,
+  "orientation": 168.93114444589617,
+  "anisotropy_ratio": 7.298491948262807,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7541941765617394,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3849208706454435,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000640.json b/metadata/nurbs/sample_000640.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a562297e6ebff3ae74b3d47a5799e9736f1c76c
--- /dev/null
+++ b/metadata/nurbs/sample_000640.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 640,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.6136949778195966
+  },
+  "rq_target": 0.0023969078649107916,
+  "rq_actual": 0.0023969078649107916,
+  "ra_actual": 0.0019814205562026146,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    258,
+    174
+  ],
+  "physical_dimensions": [
+    0.15957450182672855,
+    0.1016236802522512
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009206242863997949,
+    "max_slope": 0.0020505797314954856,
+    "height_range": 0.19308882524401305,
+    "mean_height": -0.011015144671693795,
+    "std_height": 0.034961052694507694
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.324273",
+  "correlation_length_x": 0.04295643273919967,
+  "correlation_length_y": 0.01966474525273898,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.184438811035019,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7317899115746609,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3590303564731522,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000655.json b/metadata/nurbs/sample_000655.json
new file mode 100644
index 0000000000000000000000000000000000000000..e59ffb7b5a4d9dfb7915728bc577d72e8bf5547f
--- /dev/null
+++ b/metadata/nurbs/sample_000655.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 655,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4921435424959697
+  },
+  "rq_target": 0.0038508922090917377,
+  "rq_actual": 0.0038508922090917373,
+  "ra_actual": 0.003150844024317035,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    294,
+    110
+  ],
+  "physical_dimensions": [
+    0.17578863931578365,
+    0.0903086742090042
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010378409771832154,
+    "max_slope": 0.002471351412307306,
+    "height_range": 0.18020387324865772,
+    "mean_height": -0.010090033344685171,
+    "std_height": 0.024450955830774158
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.637118",
+  "correlation_length_x": 0.04222949828536273,
+  "correlation_length_y": 0.006142272008591935,
+  "orientation": 60.0,
+  "anisotropy_ratio": 6.875224383793366,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7653983248432784,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49204314514233155,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000663.json b/metadata/nurbs/sample_000663.json
new file mode 100644
index 0000000000000000000000000000000000000000..463407498ba947a6a2670cb6f558dace89e95362
--- /dev/null
+++ b/metadata/nurbs/sample_000663.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 663,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5083735065046513
+  },
+  "rq_target": 0.00228624321351817,
+  "rq_actual": 0.00228624321351817,
+  "ra_actual": 0.0018851598998990294,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    329,
+    114
+  ],
+  "physical_dimensions": [
+    0.199764137128877,
+    0.08572487280719061
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010189451053677927,
+    "max_slope": 0.0021786747985924524,
+    "height_range": 0.1448129534488946,
+    "mean_height": 0.02294275806699201,
+    "std_height": 0.028298368842733346
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.500901",
+  "correlation_length": 0.023835038490091717,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7110263789126836,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4392841380704208,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000666.json b/metadata/nurbs/sample_000666.json
new file mode 100644
index 0000000000000000000000000000000000000000..578110235b51d1979e33aba8c063b36be195157a
--- /dev/null
+++ b/metadata/nurbs/sample_000666.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 666,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5392205369567316
+  },
+  "rq_target": 0.0009926659960216298,
+  "rq_actual": 0.0009926659960216298,
+  "ra_actual": 0.0007892597015985675,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    337,
+    179
+  ],
+  "physical_dimensions": [
+    0.18351435424207516,
+    0.07773225530711646
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008600789286290042,
+    "max_slope": 0.0016376825576648972,
+    "height_range": 0.13431680156698328,
+    "mean_height": 0.0024877991914411157,
+    "std_height": 0.032932538805309476
+  },
+  "generation_timestamp": "2025-11-08T03:43:52.950930",
+  "correlation_length": 0.05354821264827537,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8336386376485861,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4589206947957866,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000667.json b/metadata/nurbs/sample_000667.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfdcbf5ae84a76d3913b8ac74b4c0e931cee3d62
--- /dev/null
+++ b/metadata/nurbs/sample_000667.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 667,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.660936267007719
+  },
+  "rq_target": 0.003841671738442745,
+  "rq_actual": 0.0038416717384427445,
+  "ra_actual": 0.0030858540489658607,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    215,
+    138
+  ],
+  "physical_dimensions": [
+    0.18887817989567376,
+    0.0915824143529243
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0015350013633504106,
+    "max_slope": 0.00443351653514608,
+    "height_range": 0.20611729338086798,
+    "mean_height": -0.0014876484245131074,
+    "std_height": 0.04494102681493331
+  },
+  "generation_timestamp": "2025-11-08T03:43:53.073234",
+  "correlation_length_x": 0.049567578744671416,
+  "correlation_length_y": 0.014731411827385157,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.364754127131732,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7523340260736009,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37808037356351953,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000672.json b/metadata/nurbs/sample_000672.json
new file mode 100644
index 0000000000000000000000000000000000000000..07d0e2f361ba87303ecf7567c3f9ae1b03b6cf5c
--- /dev/null
+++ b/metadata/nurbs/sample_000672.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 672,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7766292659498835
+  },
+  "rq_target": 0.0020682095399906274,
+  "rq_actual": 0.002068209539990628,
+  "ra_actual": 0.001703080817519531,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    331,
+    116
+  ],
+  "physical_dimensions": [
+    0.1689926153180945,
+    0.09489605613656935
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010856597029507305,
+    "max_slope": 0.002644186842740886,
+    "height_range": 0.15932685128356733,
+    "mean_height": 0.005147407910529735,
+    "std_height": 0.0341104509103145
+  },
+  "generation_timestamp": "2025-11-08T03:43:53.739952",
+  "correlation_length_x": 0.069136891216847,
+  "correlation_length_y": 0.031896469560299553,
+  "orientation": 27.370812157231455,
+  "anisotropy_ratio": 2.1675405513499,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7522111786057041,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39178085641948296,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000680.json b/metadata/nurbs/sample_000680.json
new file mode 100644
index 0000000000000000000000000000000000000000..59d2912d795d33d12d80bb84a9dc322afd999a53
--- /dev/null
+++ b/metadata/nurbs/sample_000680.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 680,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6759623135607269
+  },
+  "rq_target": 0.003975883671719764,
+  "rq_actual": 0.0039758836717197635,
+  "ra_actual": 0.0032697427162698494,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    222,
+    124
+  ],
+  "physical_dimensions": [
+    0.15488843856083082,
+    0.03552689000170317
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011788778234055807,
+    "max_slope": 0.002673974900620315,
+    "height_range": 0.14710963303118008,
+    "mean_height": 0.052479743670834016,
+    "std_height": 0.03132135486875127
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.522375",
+  "correlation_length_x": 0.03699948283154401,
+  "correlation_length_y": 0.0031180206415140238,
+  "orientation": 0.0,
+  "anisotropy_ratio": 11.866336719816612,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7222694913898443,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3808199452617912,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000688.json b/metadata/nurbs/sample_000688.json
new file mode 100644
index 0000000000000000000000000000000000000000..c030e4cedbe7f244c642341bd3382fbe2c422f55
--- /dev/null
+++ b/metadata/nurbs/sample_000688.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 688,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.3863170510885934
+  },
+  "rq_target": 0.00430029242727409,
+  "rq_actual": 0.00430029242727409,
+  "ra_actual": 0.0034674739431532235,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    369,
+    151
+  ],
+  "physical_dimensions": [
+    0.18204132055317696,
+    0.04341319843266428
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006888298057584483,
+    "max_slope": 0.0015946972130961668,
+    "height_range": 0.12568074445890318,
+    "mean_height": 0.005998810952559997,
+    "std_height": 0.02455777506030425
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.395719",
+  "correlation_length_x": 0.23931759968148447,
+  "correlation_length_y": 0.022725333884897548,
+  "orientation": 25.749594740914738,
+  "anisotropy_ratio": 10.530872764889342,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8191562757054203,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4192381057407343,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000694.json b/metadata/nurbs/sample_000694.json
new file mode 100644
index 0000000000000000000000000000000000000000..c982961b84d7941b6c75c49d77bf0c6d9fd53cc4
--- /dev/null
+++ b/metadata/nurbs/sample_000694.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 694,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7248458651533949
+  },
+  "rq_target": 0.00121503610639148,
+  "rq_actual": 0.00121503610639148,
+  "ra_actual": 0.0009895396023947777,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    341,
+    115
+  ],
+  "physical_dimensions": [
+    0.16519681383862944,
+    0.0868575134452349
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007579790882970479,
+    "max_slope": 0.0013893070988502238,
+    "height_range": 0.12324363492826484,
+    "mean_height": 0.012297213826176656,
+    "std_height": 0.032496106790650875
+  },
+  "generation_timestamp": "2025-11-08T03:46:49.116990",
+  "correlation_length": 0.015001505517801831,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7179045148669114,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45114162905465754,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000702.json b/metadata/nurbs/sample_000702.json
new file mode 100644
index 0000000000000000000000000000000000000000..43d57469e0845d5cff026c3dbfaaea2465ceba9a
--- /dev/null
+++ b/metadata/nurbs/sample_000702.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 702,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7406877008095333
+  },
+  "rq_target": 0.0023907092717648896,
+  "rq_actual": 0.0023907092717648896,
+  "ra_actual": 0.00198803684795537,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    342,
+    133
+  ],
+  "physical_dimensions": [
+    0.15491230087154007,
+    0.05784378280770704
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006544326600632845,
+    "max_slope": 0.0013533637915657346,
+    "height_range": 0.13078127456850613,
+    "mean_height": -0.022505537866960683,
+    "std_height": 0.02731507069546169
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.208052",
+  "correlation_length": 0.014460583480712587,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6973806684416627,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3980907294776197,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000705.json b/metadata/nurbs/sample_000705.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d8e1b47d0616e5318dcc4df91d027990ff7b033
--- /dev/null
+++ b/metadata/nurbs/sample_000705.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 705,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.3760477003480824
+  },
+  "rq_target": 0.004112786946919206,
+  "rq_actual": 0.004112786946919206,
+  "ra_actual": 0.0033071593004279786,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    393,
+    116
+  ],
+  "physical_dimensions": [
+    0.1641261952960185,
+    0.0330575622289774
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009357529299911454,
+    "max_slope": 0.0020264246407884897,
+    "height_range": 0.1952491941266008,
+    "mean_height": -0.015216196985391233,
+    "std_height": 0.045409621641347306
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.582695",
+  "correlation_length_x": 0.012401124423877443,
+  "correlation_length_y": 0.0069647741210528144,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.780549405958747,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6990178193699599,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4247327326557625,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000709.json b/metadata/nurbs/sample_000709.json
new file mode 100644
index 0000000000000000000000000000000000000000..e6f2e7f5d2ea4449feff5509d5a87a2435516504
--- /dev/null
+++ b/metadata/nurbs/sample_000709.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 709,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4073095484702239
+  },
+  "rq_target": 0.0032528928429696527,
+  "rq_actual": 0.0032528928429696527,
+  "ra_actual": 0.0026679469845571203,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    315,
+    122
+  ],
+  "physical_dimensions": [
+    0.19879551222847497,
+    0.05116659796002684
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014525969265832036,
+    "max_slope": 0.003473662069105603,
+    "height_range": 0.1748214083502585,
+    "mean_height": -0.0009598246901334683,
+    "std_height": 0.03051639605221826
+  },
+  "generation_timestamp": "2025-11-08T03:49:41.040765",
+  "correlation_length_x": 0.04261323242755482,
+  "correlation_length_y": 0.01150603893822482,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.7035536431210176,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7126478746025168,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40341180268729077,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000713.json b/metadata/nurbs/sample_000713.json
new file mode 100644
index 0000000000000000000000000000000000000000..462c3ffda63b6ada226fec1f002bc422906ea416
--- /dev/null
+++ b/metadata/nurbs/sample_000713.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 713,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.45305224370109576
+  },
+  "rq_target": 0.0023023979360750377,
+  "rq_actual": 0.0023023979360750377,
+  "ra_actual": 0.001899904951745166,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    204,
+    128
+  ],
+  "physical_dimensions": [
+    0.1862022202268466,
+    0.06330301406381762
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016232655016354262,
+    "max_slope": 0.003805466466499416,
+    "height_range": 0.20932651647680822,
+    "mean_height": -0.003933195497862871,
+    "std_height": 0.041794444873258105
+  },
+  "generation_timestamp": "2025-11-08T03:49:41.587379",
+  "correlation_length_x": 0.07613574780360849,
+  "correlation_length_y": 0.024635467144891728,
+  "orientation": 13.598843838629506,
+  "anisotropy_ratio": 3.0904933669745964,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6692985087577742,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4048753210187595,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000715.json b/metadata/nurbs/sample_000715.json
new file mode 100644
index 0000000000000000000000000000000000000000..207227e42cb6727e201cdf7a613fef2d3b1f1fb0
--- /dev/null
+++ b/metadata/nurbs/sample_000715.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 715,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4528087414740174
+  },
+  "rq_target": 0.0025209092333602105,
+  "rq_actual": 0.0025209092333602105,
+  "ra_actual": 0.002091409623458314,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    324,
+    176
+  ],
+  "physical_dimensions": [
+    0.1801545211013716,
+    0.03790052176167365
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008440792146053818,
+    "max_slope": 0.002318023828660975,
+    "height_range": 0.1508657184832361,
+    "mean_height": -0.01857906998213466,
+    "std_height": 0.035601799695328736
+  },
+  "generation_timestamp": "2025-11-08T03:49:41.888290",
+  "correlation_length": 0.0686871010615466,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6615553553477638,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3014651082219626,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000721.json b/metadata/nurbs/sample_000721.json
new file mode 100644
index 0000000000000000000000000000000000000000..1131a89aaf7a54d77b269a83d657ddc4bd53e82f
--- /dev/null
+++ b/metadata/nurbs/sample_000721.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 721,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.44502184423717517
+  },
+  "rq_target": 0.0005710634877553001,
+  "rq_actual": 0.0005710634877553001,
+  "ra_actual": 0.0004595638432958599,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    370,
+    125
+  ],
+  "physical_dimensions": [
+    0.19470625284176973,
+    0.09122654627000715
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014978068906715406,
+    "max_slope": 0.004285107239374721,
+    "height_range": 0.16784028941631907,
+    "mean_height": -0.002888016607353986,
+    "std_height": 0.03741187122568362
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.673035",
+  "correlation_length_x": 0.10252331462689551,
+  "correlation_length_y": 0.0257354646898325,
+  "orientation": 130.82046770387922,
+  "anisotropy_ratio": 3.983736678646419,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8284374869113469,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3659622285923214,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000723.json b/metadata/nurbs/sample_000723.json
new file mode 100644
index 0000000000000000000000000000000000000000..07b732382adca5cefa14e7641d307a4c44644f13
--- /dev/null
+++ b/metadata/nurbs/sample_000723.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 723,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7256810760106354
+  },
+  "rq_target": 0.0013736300280453853,
+  "rq_actual": 0.0013736300280453853,
+  "ra_actual": 0.001102586512740656,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    211,
+    158
+  ],
+  "physical_dimensions": [
+    0.15965517765544343,
+    0.03899809694172702
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007893965720827758,
+    "max_slope": 0.001547911759738889,
+    "height_range": 0.16308318460114407,
+    "mean_height": -0.007187616831524059,
+    "std_height": 0.03413909855936118
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.857821",
+  "correlation_length_x": 0.04427677731005115,
+  "correlation_length_y": 0.0040949138416713875,
+  "orientation": 30.0,
+  "anisotropy_ratio": 10.81262732794863,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7486230787212562,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36594353464984286,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000728.json b/metadata/nurbs/sample_000728.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccb47c9676e30420f432d7aba41cc0b03cf937f5
--- /dev/null
+++ b/metadata/nurbs/sample_000728.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 728,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.4536819737969102
+  },
+  "rq_target": 0.0022241001875845288,
+  "rq_actual": 0.0022241001875845288,
+  "ra_actual": 0.001809439001337627,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    361,
+    168
+  ],
+  "physical_dimensions": [
+    0.18028106762357696,
+    0.0817343363133299
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00047602075615500337,
+    "max_slope": 0.0011610036856436825,
+    "height_range": 0.10147049896700293,
+    "mean_height": 0.031595967520926214,
+    "std_height": 0.02318289144608927
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.088996",
+  "correlation_length_x": 0.12194333282323307,
+  "correlation_length_y": 0.036490789220844984,
+  "orientation": 58.05849729088864,
+  "anisotropy_ratio": 3.341756520672187,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.762502556909614,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4279671729544139,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000730.json b/metadata/nurbs/sample_000730.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b6957becdbd2802251f6d3ec337f6e93ab10f20
--- /dev/null
+++ b/metadata/nurbs/sample_000730.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 730,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8735695537538481
+  },
+  "rq_target": 0.002497433847688473,
+  "rq_actual": 0.0024974338476884735,
+  "ra_actual": 0.002054474522222,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    308,
+    161
+  ],
+  "physical_dimensions": [
+    0.19258585406697443,
+    0.09281557782403617
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009709441817759857,
+    "max_slope": 0.0023422498046516598,
+    "height_range": 0.18026713903527591,
+    "mean_height": 0.025441450127631347,
+    "std_height": 0.03771796508427932
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.395460",
+  "correlation_length_x": 0.028317683186450907,
+  "correlation_length_y": 0.006764174362667559,
+  "orientation": 45.0,
+  "anisotropy_ratio": 4.186421234606286,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.831119296715261,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3118334385721348,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000738.json b/metadata/nurbs/sample_000738.json
new file mode 100644
index 0000000000000000000000000000000000000000..60f8f5a3938f24dd065ec09ef76773849fef352e
--- /dev/null
+++ b/metadata/nurbs/sample_000738.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 738,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.4188275968513897
+  },
+  "rq_target": 0.0015027958519252664,
+  "rq_actual": 0.0015027958519252664,
+  "ra_actual": 0.0012224569476873405,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    391,
+    142
+  ],
+  "physical_dimensions": [
+    0.15247591228720672,
+    0.0502065554935111
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00083374419589807,
+    "max_slope": 0.0016164507947687813,
+    "height_range": 0.17933005342723157,
+    "mean_height": -0.008914860310298478,
+    "std_height": 0.03706036160471409
+  },
+  "generation_timestamp": "2025-11-08T03:52:47.240789",
+  "correlation_length_x": 0.017533146662159445,
+  "correlation_length_y": 0.010589428306443882,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.6557217400952768,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6985533484692027,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4080485094156554,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000750.json b/metadata/nurbs/sample_000750.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec4b9a0fefaaffa50b023ccd325ffc0399de81cd
--- /dev/null
+++ b/metadata/nurbs/sample_000750.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 750,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5507483165294829
+  },
+  "rq_target": 0.0020181786420470685,
+  "rq_actual": 0.0020181786420470685,
+  "ra_actual": 0.0016593533171055902,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    254,
+    130
+  ],
+  "physical_dimensions": [
+    0.19934224958220736,
+    0.10441451201156932
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012500046678949686,
+    "max_slope": 0.0028191972786272956,
+    "height_range": 0.13377400752505597,
+    "mean_height": 0.010658165733525706,
+    "std_height": 0.0243579709878323
+  },
+  "generation_timestamp": "2025-11-08T03:55:59.631816",
+  "correlation_length_x": 0.03650614644412304,
+  "correlation_length_y": 0.010346214199908775,
+  "orientation": 5.598789546902201,
+  "anisotropy_ratio": 3.528454537935714,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.840274521868174,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39215389706242965,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000757.json b/metadata/nurbs/sample_000757.json
new file mode 100644
index 0000000000000000000000000000000000000000..db3a5dac22a12515b708f92b3447e1da20636e6b
--- /dev/null
+++ b/metadata/nurbs/sample_000757.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 757,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5606902218201117
+  },
+  "rq_target": 0.0014793634157833288,
+  "rq_actual": 0.0014793634157833288,
+  "ra_actual": 0.0012307086711119382,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    255,
+    185
+  ],
+  "physical_dimensions": [
+    0.16722535401723765,
+    0.04966430090029596
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009363759629477491,
+    "max_slope": 0.0019466086469577867,
+    "height_range": 0.155738516337383,
+    "mean_height": 0.0030533293454580645,
+    "std_height": 0.029927656284527693
+  },
+  "generation_timestamp": "2025-11-08T03:56:00.686571",
+  "correlation_length": 0.026257599070970226,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6765813096207484,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36765866480633547,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000777.json b/metadata/nurbs/sample_000777.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f26f41f97ed683a59ac85b241d6a569a4409e03
--- /dev/null
+++ b/metadata/nurbs/sample_000777.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 777,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.34478906509147633
+  },
+  "rq_target": 0.0024272709531363732,
+  "rq_actual": 0.0024272709531363732,
+  "ra_actual": 0.00203583323678138,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    206,
+    152
+  ],
+  "physical_dimensions": [
+    0.1504386623790928,
+    0.03734930369789741
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017508722438607052,
+    "max_slope": 0.003922552874445352,
+    "height_range": 0.213078568601485,
+    "mean_height": -0.005873383492208403,
+    "std_height": 0.043521911775728804
+  },
+  "generation_timestamp": "2025-11-08T03:59:21.999772",
+  "correlation_length": 0.03715455855725834,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7393232378100311,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4329538769972541,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000781.json b/metadata/nurbs/sample_000781.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ce1c902155c6161c2dab57476777b2037d379e9
--- /dev/null
+++ b/metadata/nurbs/sample_000781.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 781,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.6555965983383282
+  },
+  "rq_target": 0.002192210986512221,
+  "rq_actual": 0.0021922109865122204,
+  "ra_actual": 0.0018065385435077307,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    254,
+    195
+  ],
+  "physical_dimensions": [
+    0.1535416259418965,
+    0.04516547146105475
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007818972077239545,
+    "max_slope": 0.0016651507009711956,
+    "height_range": 0.15182580072961002,
+    "mean_height": 0.02012850332853785,
+    "std_height": 0.029487744971840653
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.573471",
+  "correlation_length": 0.07837380105329705,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8445494986265829,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.442673923959635,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000787.json b/metadata/nurbs/sample_000787.json
new file mode 100644
index 0000000000000000000000000000000000000000..c99127996c6994bab7ac0b7f5c77fe14b53bcc94
--- /dev/null
+++ b/metadata/nurbs/sample_000787.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 787,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.625357852134214
+  },
+  "rq_target": 0.00102010472306022,
+  "rq_actual": 0.00102010472306022,
+  "ra_actual": 0.0008456595398920314,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    313,
+    134
+  ],
+  "physical_dimensions": [
+    0.17740848340685242,
+    0.061112541571924826
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006375380784702573,
+    "max_slope": 0.0016718879670399036,
+    "height_range": 0.08951891690562917,
+    "mean_height": 0.03152962409676346,
+    "std_height": 0.018524461043296733
+  },
+  "generation_timestamp": "2025-11-08T03:59:23.211581",
+  "correlation_length": 0.011880875109464561,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7936444501541695,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3920175675004378,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000793.json b/metadata/nurbs/sample_000793.json
new file mode 100644
index 0000000000000000000000000000000000000000..7022596597760f17137be7efb9fec00149f46101
--- /dev/null
+++ b/metadata/nurbs/sample_000793.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 793,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4867173653688952
+  },
+  "rq_target": 0.0013546652065465122,
+  "rq_actual": 0.001354665206546512,
+  "ra_actual": 0.0011308427642683842,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    321,
+    148
+  ],
+  "physical_dimensions": [
+    0.15832882189381678,
+    0.04349585574756733
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014171490098227935,
+    "max_slope": 0.0029990284787850866,
+    "height_range": 0.21675237025281602,
+    "mean_height": -0.018465101462439168,
+    "std_height": 0.04583170763463824
+  },
+  "generation_timestamp": "2025-11-08T03:59:23.989250",
+  "correlation_length": 0.027033175757666495,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.728585333759214,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39446260726812565,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000794.json b/metadata/nurbs/sample_000794.json
new file mode 100644
index 0000000000000000000000000000000000000000..e920a04386238ff8c63a5ca7421c9578d5f13b5f
--- /dev/null
+++ b/metadata/nurbs/sample_000794.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 794,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.6164368755476866
+  },
+  "rq_target": 0.0005653677214245188,
+  "rq_actual": 0.0005653677214245188,
+  "ra_actual": 0.0004745370571703879,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    228,
+    103
+  ],
+  "physical_dimensions": [
+    0.19705747614669555,
+    0.1260453407526194
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016452113501272388,
+    "max_slope": 0.003233908242416701,
+    "height_range": 0.1903091275728866,
+    "mean_height": 0.005486817263081737,
+    "std_height": 0.05238668043790876
+  },
+  "generation_timestamp": "2025-11-08T03:59:24.091510",
+  "correlation_length": 0.09514659291779365,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7347399930176045,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41122907457590857,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000813.json b/metadata/nurbs/sample_000813.json
new file mode 100644
index 0000000000000000000000000000000000000000..c980f72361305e857a7054c25cfbcff526cd81c2
--- /dev/null
+++ b/metadata/nurbs/sample_000813.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 813,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7605308598658078
+  },
+  "rq_target": 0.0010481367742365849,
+  "rq_actual": 0.0010481367742365849,
+  "ra_actual": 0.0008492809743101076,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    234,
+    197
+  ],
+  "physical_dimensions": [
+    0.1608290559875055,
+    0.03405269421352538
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007114032103433946,
+    "max_slope": 0.002328849986912818,
+    "height_range": 0.11252878002026312,
+    "mean_height": 0.019070159031128627,
+    "std_height": 0.021095782160314554
+  },
+  "generation_timestamp": "2025-11-08T04:02:35.215351",
+  "correlation_length_x": 0.036820068814649845,
+  "correlation_length_y": 0.012597125385318451,
+  "orientation": 15.0,
+  "anisotropy_ratio": 2.922894524616105,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.73891759291455,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4394338802725155,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000821.json b/metadata/nurbs/sample_000821.json
new file mode 100644
index 0000000000000000000000000000000000000000..845a73745698df675cb6738040088b9db18a1d28
--- /dev/null
+++ b/metadata/nurbs/sample_000821.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 821,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.5309608306093381
+  },
+  "rq_target": 0.0025319957204094404,
+  "rq_actual": 0.0025319957204094404,
+  "ra_actual": 0.002064296210002779,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    315,
+    158
+  ],
+  "physical_dimensions": [
+    0.17113829445181192,
+    0.11287226678312536
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007932821549674706,
+    "max_slope": 0.002018115715884522,
+    "height_range": 0.14677816392105345,
+    "mean_height": -0.016204913473888603,
+    "std_height": 0.024849370158987128
+  },
+  "generation_timestamp": "2025-11-08T04:02:36.228077",
+  "correlation_length": 0.02530116538737134,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8250966695785701,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4407331646230661,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000827.json b/metadata/nurbs/sample_000827.json
new file mode 100644
index 0000000000000000000000000000000000000000..02044e91d29a8f4bed0ac5bf93c83c1d43b9b289
--- /dev/null
+++ b/metadata/nurbs/sample_000827.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 827,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.45348015593795954
+  },
+  "rq_target": 0.002515162235395445,
+  "rq_actual": 0.002515162235395445,
+  "ra_actual": 0.0020166015490990503,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    246,
+    184
+  ],
+  "physical_dimensions": [
+    0.15191706393111837,
+    0.055968403457046866
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014446548493165289,
+    "max_slope": 0.00259642107063721,
+    "height_range": 0.20223606246873294,
+    "mean_height": -0.001334035970352565,
+    "std_height": 0.041853967675897004
+  },
+  "generation_timestamp": "2025-11-08T04:05:23.834156",
+  "correlation_length": 0.06952384359637288,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7242331046590431,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4154545694083006,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000828.json b/metadata/nurbs/sample_000828.json
new file mode 100644
index 0000000000000000000000000000000000000000..6458cf5af29010aee81a6d4897f8dae20a04e892
--- /dev/null
+++ b/metadata/nurbs/sample_000828.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 828,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.3761660731920067
+  },
+  "rq_target": 0.0015257137388947678,
+  "rq_actual": 0.0015257137388947678,
+  "ra_actual": 0.0012486891112440147,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    261,
+    199
+  ],
+  "physical_dimensions": [
+    0.19028800407339383,
+    0.04662488218021414
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008379719560413952,
+    "max_slope": 0.0018156613321307312,
+    "height_range": 0.16614584788105366,
+    "mean_height": -0.04519890568452682,
+    "std_height": 0.03302074875343089
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.003543",
+  "correlation_length": 0.0674952066813424,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8318475994960043,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3628804359466862,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000840.json b/metadata/nurbs/sample_000840.json
new file mode 100644
index 0000000000000000000000000000000000000000..694cc3e6e23d49dfdeb34fb02ab760c1b29ab285
--- /dev/null
+++ b/metadata/nurbs/sample_000840.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 840,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4020201847020519
+  },
+  "rq_target": 0.003710275293061322,
+  "rq_actual": 0.0037102752930613216,
+  "ra_actual": 0.0030970486146890694,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    293,
+    134
+  ],
+  "physical_dimensions": [
+    0.164270159751879,
+    0.10626659865455157
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013881217465436697,
+    "max_slope": 0.003142957631760848,
+    "height_range": 0.20643176030905194,
+    "mean_height": -0.013118823025955566,
+    "std_height": 0.04295724791632961
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.423993",
+  "correlation_length_x": 0.009384566026502636,
+  "correlation_length_y": 0.024701266238988114,
+  "orientation": 60.0,
+  "anisotropy_ratio": 0.3799224677676716,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7750205656348803,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49997423689118603,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000841.json b/metadata/nurbs/sample_000841.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cd629f7d2d3d7ca87e3df353fd995598d4a7fe7
--- /dev/null
+++ b/metadata/nurbs/sample_000841.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 841,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.5288385965776374
+  },
+  "rq_target": 0.004472040305775858,
+  "rq_actual": 0.004472040305775858,
+  "ra_actual": 0.0036276074543256007,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    267,
+    147
+  ],
+  "physical_dimensions": [
+    0.17667443086445944,
+    0.04622104390261536
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010115239430793276,
+    "max_slope": 0.0016708839851416965,
+    "height_range": 0.2076159052653993,
+    "mean_height": 0.020435548072256678,
+    "std_height": 0.04493771823776875
+  },
+  "generation_timestamp": "2025-11-08T04:05:25.579370",
+  "correlation_length_x": 0.008886163654088215,
+  "correlation_length_y": 0.024081673775871445,
+  "orientation": 90.0,
+  "anisotropy_ratio": 0.3690010809378075,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7634953124745416,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42267033259715614,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000845.json b/metadata/nurbs/sample_000845.json
new file mode 100644
index 0000000000000000000000000000000000000000..91bdf7843d6534a3891838149b3a152f3b7a8274
--- /dev/null
+++ b/metadata/nurbs/sample_000845.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 845,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.47299359296553534
+  },
+  "rq_target": 0.0005990061326969926,
+  "rq_actual": 0.0005990061326969926,
+  "ra_actual": 0.0004974319166760058,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    399,
+    132
+  ],
+  "physical_dimensions": [
+    0.19747432811345744,
+    0.06691358422141495
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013483062477964818,
+    "max_slope": 0.0028930933977767276,
+    "height_range": 0.17930436802292402,
+    "mean_height": 0.002517086619030966,
+    "std_height": 0.04532475296535579
+  },
+  "generation_timestamp": "2025-11-08T04:05:26.105959",
+  "correlation_length_x": 0.14552566211802068,
+  "correlation_length_y": 0.0470473417601252,
+  "orientation": 22.45115980940425,
+  "anisotropy_ratio": 3.093175016348329,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8436101902914945,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3067128543648124,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000859.json b/metadata/nurbs/sample_000859.json
new file mode 100644
index 0000000000000000000000000000000000000000..33c1c6277f000c4225d4ed4da86b2f89ac80c8f1
--- /dev/null
+++ b/metadata/nurbs/sample_000859.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 859,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.31502057398461564
+  },
+  "rq_target": 0.0035612363171271984,
+  "rq_actual": 0.0035612363171271984,
+  "ra_actual": 0.00290821064257483,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    298,
+    111
+  ],
+  "physical_dimensions": [
+    0.16009535349029616,
+    0.09254172387278282
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012582421104649333,
+    "max_slope": 0.003358906952185187,
+    "height_range": 0.17934323477401526,
+    "mean_height": -0.017512142688315944,
+    "std_height": 0.03793122170074061
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.439655",
+  "correlation_length_x": 0.04124268912949567,
+  "correlation_length_y": 0.023131462516377422,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.782969369113398,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7957228360750452,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3258294513504339,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000869.json b/metadata/nurbs/sample_000869.json
new file mode 100644
index 0000000000000000000000000000000000000000..d97a45a53f013bd5d093226969f89ea75c49dc5e
--- /dev/null
+++ b/metadata/nurbs/sample_000869.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 869,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.3824113478987985
+  },
+  "rq_target": 0.002600510318678897,
+  "rq_actual": 0.0026005103186788965,
+  "ra_actual": 0.00208051058942709,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    364,
+    110
+  ],
+  "physical_dimensions": [
+    0.1911744984889798,
+    0.03973361908947209
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001159649122725308,
+    "max_slope": 0.0030455769548059695,
+    "height_range": 0.17346305654478217,
+    "mean_height": 0.0031011297663689845,
+    "std_height": 0.039905435829419834
+  },
+  "generation_timestamp": "2025-11-08T04:08:22.569016",
+  "correlation_length": 0.059934077575420235,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6535872450092602,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30483530449511387,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000881.json b/metadata/nurbs/sample_000881.json
new file mode 100644
index 0000000000000000000000000000000000000000..370596dca05e4173caa7b832d57af01905a90315
--- /dev/null
+++ b/metadata/nurbs/sample_000881.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 881,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.3376928794313886
+  },
+  "rq_target": 0.0022749043966605762,
+  "rq_actual": 0.0022749043966605762,
+  "ra_actual": 0.0018396389762867387,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    350,
+    166
+  ],
+  "physical_dimensions": [
+    0.18118785402454343,
+    0.04704192976190976
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011526351948568836,
+    "max_slope": 0.0026840420006103045,
+    "height_range": 0.1842293349475079,
+    "mean_height": -0.003961687236540696,
+    "std_height": 0.03794769807784117
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.763717",
+  "correlation_length_x": 0.020706253948006632,
+  "correlation_length_y": 0.011860435702532517,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.7458257409198972,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6840771224056041,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4837676279167783,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000887.json b/metadata/nurbs/sample_000887.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e7f64726165bbb3b695895e4d56060b595b73d8
--- /dev/null
+++ b/metadata/nurbs/sample_000887.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 887,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.6253412190836388
+  },
+  "rq_target": 0.004898040076439906,
+  "rq_actual": 0.004898040076439905,
+  "ra_actual": 0.004038468640739925,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    364,
+    123
+  ],
+  "physical_dimensions": [
+    0.16024985554002352,
+    0.06866949222211342
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005259402785653198,
+    "max_slope": 0.0013648780910514458,
+    "height_range": 0.12697239709214783,
+    "mean_height": 0.01817216668943635,
+    "std_height": 0.038972707487028226
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.418402",
+  "correlation_length_x": 0.18096296169283246,
+  "correlation_length_y": 0.015213019372305769,
+  "orientation": 147.36071152938803,
+  "anisotropy_ratio": 11.895269260109062,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7620220290454032,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3189625797013674,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000892.json b/metadata/nurbs/sample_000892.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ca96db042a509ba69d87d3de904b8faf792a84a
--- /dev/null
+++ b/metadata/nurbs/sample_000892.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 892,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4568222544818753
+  },
+  "rq_target": 0.0013202612206218555,
+  "rq_actual": 0.0013202612206218555,
+  "ra_actual": 0.0010765301915517038,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    219,
+    105
+  ],
+  "physical_dimensions": [
+    0.18334016627907052,
+    0.04161365346002821
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0018963659747131861,
+    "max_slope": 0.0058713956976129324,
+    "height_range": 0.20022961753333296,
+    "mean_height": -0.014498174764739238,
+    "std_height": 0.042201397743937316
+  },
+  "generation_timestamp": "2025-11-08T04:11:14.014753",
+  "correlation_length_x": 0.08256170310985403,
+  "correlation_length_y": 0.0185380687801111,
+  "orientation": 175.65098748678454,
+  "anisotropy_ratio": 4.453630207609966,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.797422756109572,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3700662053933264,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000906.json b/metadata/nurbs/sample_000906.json
new file mode 100644
index 0000000000000000000000000000000000000000..106700246076c84b978d8cfb22a124ec564276f4
--- /dev/null
+++ b/metadata/nurbs/sample_000906.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 906,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.3516127239544765
+  },
+  "rq_target": 0.002986506446439923,
+  "rq_actual": 0.0029865064464399235,
+  "ra_actual": 0.0024518633308275137,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    232,
+    107
+  ],
+  "physical_dimensions": [
+    0.18091293057604688,
+    0.04148377759336493
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017636037334741212,
+    "max_slope": 0.0033213138183480688,
+    "height_range": 0.17737087595800505,
+    "mean_height": -0.02202107602115797,
+    "std_height": 0.043887265163183906
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.751124",
+  "correlation_length_x": 0.1947476424533319,
+  "correlation_length_y": 0.03124153825147169,
+  "orientation": 142.1380615910984,
+  "anisotropy_ratio": 6.2336124708634655,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8111518854068999,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3913508629349115,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000909.json b/metadata/nurbs/sample_000909.json
new file mode 100644
index 0000000000000000000000000000000000000000..53a6394dd3f45e61476a10ec55e140bcb152b7a9
--- /dev/null
+++ b/metadata/nurbs/sample_000909.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 909,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7125574199317989
+  },
+  "rq_target": 0.0022528332945672335,
+  "rq_actual": 0.002252833294567233,
+  "ra_actual": 0.0018152796206373323,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    234,
+    182
+  ],
+  "physical_dimensions": [
+    0.17489485289679882,
+    0.061823820019141586
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000973701008485728,
+    "max_slope": 0.0024171368952407317,
+    "height_range": 0.15079854305096124,
+    "mean_height": -0.006982506439817917,
+    "std_height": 0.02786637250840671
+  },
+  "generation_timestamp": "2025-11-08T04:14:11.063576",
+  "correlation_length_x": 0.020606283828090592,
+  "correlation_length_y": 0.019874918665892378,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.0367983977440531,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8020296635470313,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35882504991347625,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000912.json b/metadata/nurbs/sample_000912.json
new file mode 100644
index 0000000000000000000000000000000000000000..772176da220a7924c0bfd4733e3b8608d0cce2ef
--- /dev/null
+++ b/metadata/nurbs/sample_000912.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 912,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7524964119770732
+  },
+  "rq_target": 0.000718033891976636,
+  "rq_actual": 0.000718033891976636,
+  "ra_actual": 0.000579370108904313,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    367,
+    105
+  ],
+  "physical_dimensions": [
+    0.17696882590565557,
+    0.04803034570344844
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010493496272562233,
+    "max_slope": 0.0019559905865338114,
+    "height_range": 0.17448666413460812,
+    "mean_height": -0.02314860597509102,
+    "std_height": 0.0384197699081926
+  },
+  "generation_timestamp": "2025-11-08T04:14:11.496944",
+  "correlation_length_x": 0.3902589584817381,
+  "correlation_length_y": 0.020506153860923786,
+  "orientation": 54.561154174488905,
+  "anisotropy_ratio": 19.031309387832575,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.674115773221989,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42664637312266196,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000914.json b/metadata/nurbs/sample_000914.json
new file mode 100644
index 0000000000000000000000000000000000000000..4258c444731e043dc35d0e9312943178e03bb201
--- /dev/null
+++ b/metadata/nurbs/sample_000914.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 914,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.7374074795151455
+  },
+  "rq_target": 0.0008902907274632977,
+  "rq_actual": 0.0008902907274632978,
+  "ra_actual": 0.0007341314635738291,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    383,
+    186
+  ],
+  "physical_dimensions": [
+    0.16886734869862305,
+    0.04920140557220447
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009811314014795264,
+    "max_slope": 0.002130930325398766,
+    "height_range": 0.17077871073788392,
+    "mean_height": -0.017807430812106728,
+    "std_height": 0.03301343348170588
+  },
+  "generation_timestamp": "2025-11-08T04:14:11.944298",
+  "correlation_length_x": 0.18648417861215782,
+  "correlation_length_y": 0.03447218561602665,
+  "orientation": 137.1157060179465,
+  "anisotropy_ratio": 5.409699886434194,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7570005065604519,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39443731981925884,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000926.json b/metadata/nurbs/sample_000926.json
new file mode 100644
index 0000000000000000000000000000000000000000..30d7758d62a9611e2f3855ad8dda3695ba4275c1
--- /dev/null
+++ b/metadata/nurbs/sample_000926.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 926,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.8819506794074585
+  },
+  "rq_target": 0.0031939537537823684,
+  "rq_actual": 0.0031939537537823684,
+  "ra_actual": 0.0026370720670945143,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    353,
+    112
+  ],
+  "physical_dimensions": [
+    0.17032306164021305,
+    0.06979392827606967
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00110178321808728,
+    "max_slope": 0.0020670223769237088,
+    "height_range": 0.18452147545095077,
+    "mean_height": 0.003220894658508117,
+    "std_height": 0.05241158339945797
+  },
+  "generation_timestamp": "2025-11-08T04:17:19.737636",
+  "correlation_length": 0.02367054372338367,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6860155630564262,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4453280472124852,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000929.json b/metadata/nurbs/sample_000929.json
new file mode 100644
index 0000000000000000000000000000000000000000..045608e0efed670c46c751030f670be33f335ad1
--- /dev/null
+++ b/metadata/nurbs/sample_000929.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 929,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.488842809554574
+  },
+  "rq_target": 0.0025035783169482404,
+  "rq_actual": 0.00250357831694824,
+  "ra_actual": 0.002029499878988974,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    301,
+    114
+  ],
+  "physical_dimensions": [
+    0.17264715651848006,
+    0.07185826220226607
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014842331121370993,
+    "max_slope": 0.003054428053976625,
+    "height_range": 0.17896960913028104,
+    "mean_height": -0.010354553050646307,
+    "std_height": 0.05209507235359027
+  },
+  "generation_timestamp": "2025-11-08T04:17:20.076435",
+  "correlation_length_x": 0.008880869973419912,
+  "correlation_length_y": 0.019696132027777688,
+  "orientation": 60.0,
+  "anisotropy_ratio": 0.4508941126559832,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7915608290412834,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45024020316057045,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000933.json b/metadata/nurbs/sample_000933.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4ae8f4e4aca5090b4676c29e9b601b41c00ddcd
--- /dev/null
+++ b/metadata/nurbs/sample_000933.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 933,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.825660686247538
+  },
+  "rq_target": 0.0024757289502113635,
+  "rq_actual": 0.0024757289502113635,
+  "ra_actual": 0.0020231225115197146,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    341,
+    181
+  ],
+  "physical_dimensions": [
+    0.18386766564278612,
+    0.05505158979093831
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006746546140672132,
+    "max_slope": 0.0013446120357706818,
+    "height_range": 0.19990132083402826,
+    "mean_height": -0.0033051945383422683,
+    "std_height": 0.04479326357280284
+  },
+  "generation_timestamp": "2025-11-08T04:17:20.578981",
+  "correlation_length": 0.007800895090105192,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7465083406696147,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3388198173715382,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000948.json b/metadata/nurbs/sample_000948.json
new file mode 100644
index 0000000000000000000000000000000000000000..7da8afadc0d0ea9cbe4c4820107e5c2cf1e732ed
--- /dev/null
+++ b/metadata/nurbs/sample_000948.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 948,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4111514692770961
+  },
+  "rq_target": 0.0014014497687945492,
+  "rq_actual": 0.0014014497687945492,
+  "ra_actual": 0.001121433284386872,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    220,
+    137
+  ],
+  "physical_dimensions": [
+    0.18709914502021593,
+    0.04104297771983988
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014510316430773169,
+    "max_slope": 0.004417569554918913,
+    "height_range": 0.22679742906981248,
+    "mean_height": 0.020866188960859202,
+    "std_height": 0.04711652823511369
+  },
+  "generation_timestamp": "2025-11-08T04:17:22.447130",
+  "correlation_length": 0.03056831137361699,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6933666317605856,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41123789827852375,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000955.json b/metadata/nurbs/sample_000955.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b4fee749700d5f551ed919cd1df56b4f3ca89b4
--- /dev/null
+++ b/metadata/nurbs/sample_000955.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 955,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.8032462481350175
+  },
+  "rq_target": 0.004418444965698636,
+  "rq_actual": 0.004418444965698636,
+  "ra_actual": 0.003560416449060405,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    378,
+    181
+  ],
+  "physical_dimensions": [
+    0.16994345204036462,
+    0.05981849995003164
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006123609598565801,
+    "max_slope": 0.0012753772240960486,
+    "height_range": 0.12423190438476588,
+    "mean_height": -0.0027447253196879406,
+    "std_height": 0.02891248200381541
+  },
+  "generation_timestamp": "2025-11-08T04:20:25.393879",
+  "correlation_length_x": 0.017830203475921708,
+  "correlation_length_y": 0.013525505328802078,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.3182652361204523,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7692604727325005,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46603205623299643,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000965.json b/metadata/nurbs/sample_000965.json
new file mode 100644
index 0000000000000000000000000000000000000000..b97614e8b179544aa48e3262c7839ba50d366fe9
--- /dev/null
+++ b/metadata/nurbs/sample_000965.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 965,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.3733027692479632
+  },
+  "rq_target": 0.0039053523971638478,
+  "rq_actual": 0.0039053523971638473,
+  "ra_actual": 0.0031711074452837186,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    328,
+    120
+  ],
+  "physical_dimensions": [
+    0.17378335173311485,
+    0.0633124091824214
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014629088372919842,
+    "max_slope": 0.0036991339987739597,
+    "height_range": 0.19942061033458028,
+    "mean_height": -0.03750955820444577,
+    "std_height": 0.03822111499915126
+  },
+  "generation_timestamp": "2025-11-08T04:20:26.657927",
+  "correlation_length_x": 0.023509813107993834,
+  "correlation_length_y": 0.009133671171045334,
+  "orientation": 45.0,
+  "anisotropy_ratio": 2.573971918599646,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6642947600265403,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3101929045709862,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000975.json b/metadata/nurbs/sample_000975.json
new file mode 100644
index 0000000000000000000000000000000000000000..048bfd20ecbb884ea37df3357a3507317ba40545
--- /dev/null
+++ b/metadata/nurbs/sample_000975.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 975,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.4833650653201186
+  },
+  "rq_target": 0.0035550157671565275,
+  "rq_actual": 0.0035550157671565275,
+  "ra_actual": 0.002898286567854198,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    374,
+    145
+  ],
+  "physical_dimensions": [
+    0.1551043860686577,
+    0.064147746629997
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013929265435720952,
+    "max_slope": 0.0025463050909142054,
+    "height_range": 0.2185619308108303,
+    "mean_height": 9.002141416485504e-05,
+    "std_height": 0.05189312479267685
+  },
+  "generation_timestamp": "2025-11-08T04:23:39.813558",
+  "correlation_length_x": 0.0649783024371926,
+  "correlation_length_y": 0.013261070027287446,
+  "orientation": 131.8561250198495,
+  "anisotropy_ratio": 4.899929063302286,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6706668179484445,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3278466035654561,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000991.json b/metadata/nurbs/sample_000991.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab4e908b5ebe9c7d827880566c1a7fcd55df098f
--- /dev/null
+++ b/metadata/nurbs/sample_000991.json
@@ -0,0 +1,46 @@
+{
+  "sample_id": 991,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "5",
+    "n_control_y": "5",
+    "max_height": 0.15,
+    "smoothness": 0.39649445855490656
+  },
+  "rq_target": 0.0026343583267741458,
+  "rq_actual": 0.0026343583267741458,
+  "ra_actual": 0.002184183811401724,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    207,
+    118
+  ],
+  "physical_dimensions": [
+    0.1521188028066184,
+    0.03869292010376206
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001685005032691563,
+    "max_slope": 0.004008864808595253,
+    "height_range": 0.15401249810010642,
+    "mean_height": -0.013761259865076229,
+    "std_height": 0.044957195614214164
+  },
+  "generation_timestamp": "2025-11-08T04:23:41.663883",
+  "correlation_length": 0.06753262654182117,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7846459327020574,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46696255143831145,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/nurbs/sample_000997.json b/metadata/nurbs/sample_000997.json
new file mode 100644
index 0000000000000000000000000000000000000000..c119c8cabd74c256e47298f66f82c997005d35fa
--- /dev/null
+++ b/metadata/nurbs/sample_000997.json
@@ -0,0 +1,49 @@
+{
+  "sample_id": 997,
+  "geometry_type": "nurbs",
+  "geometry_parameters": {
+    "type": "nurbs",
+    "n_control_x": "7",
+    "n_control_y": "3",
+    "max_height": 0.15,
+    "smoothness": 0.7483488289302928
+  },
+  "rq_target": 0.0008797149858868106,
+  "rq_actual": 0.0008797149858868106,
+  "ra_actual": 0.0007118193510209751,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    262,
+    156
+  ],
+  "physical_dimensions": [
+    0.16266731139378748,
+    0.08220232015722102
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007522746044108519,
+    "max_slope": 0.001960157974329442,
+    "height_range": 0.09749248798297501,
+    "mean_height": -0.03930407414047496,
+    "std_height": 0.022106721695829668
+  },
+  "generation_timestamp": "2025-11-08T04:23:42.459852",
+  "correlation_length_x": 0.031089970893810305,
+  "correlation_length_y": 0.009349420238369238,
+  "orientation": 109.55289707651875,
+  "anisotropy_ratio": 3.325336769676869,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7178953679788738,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4944951630721207,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000003.json b/metadata/simple_spline/sample_000003.json
new file mode 100644
index 0000000000000000000000000000000000000000..83ca94a9f75468b0056bac5731fb7d5b6a2dab10
--- /dev/null
+++ b/metadata/simple_spline/sample_000003.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 3,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0013147939385877558,
+  "rq_actual": 0.0013147939385877558,
+  "ra_actual": 0.001069150552867494,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    379,
+    135
+  ],
+  "physical_dimensions": [
+    0.18789287709518243,
+    0.05226062685944415
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005350709511303909,
+    "max_slope": 0.001140745714377868,
+    "height_range": 0.1541610059411879,
+    "mean_height": 0.04251244646831006,
+    "std_height": 0.05722102675447388
+  },
+  "generation_timestamp": "2025-11-08T02:23:26.536972",
+  "correlation_length": 0.048799748793039346,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6681424624932892,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46337592843698916,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000012.json b/metadata/simple_spline/sample_000012.json
new file mode 100644
index 0000000000000000000000000000000000000000..a524e4d9aee88a0fcdf8c9333a01a2e931bf7004
--- /dev/null
+++ b/metadata/simple_spline/sample_000012.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 12,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002673992916423682,
+  "rq_actual": 0.0026739929164236818,
+  "ra_actual": 0.0021660464686092877,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    264,
+    115
+  ],
+  "physical_dimensions": [
+    0.15439721117961364,
+    0.034982550932548526
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0021056249088379866,
+    "max_slope": 0.008590205264825568,
+    "height_range": 0.1874233616494285,
+    "mean_height": 0.01854745981929801,
+    "std_height": 0.04738766690220633
+  },
+  "generation_timestamp": "2025-11-08T02:23:27.388433",
+  "correlation_length_x": 0.029756759803949224,
+  "correlation_length_y": 0.0016916151498556709,
+  "orientation": 144.90762794620673,
+  "anisotropy_ratio": 17.590738535587175,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.763191470566693,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4971192156913291,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000018.json b/metadata/simple_spline/sample_000018.json
new file mode 100644
index 0000000000000000000000000000000000000000..49bbdbca7a9c9a77c2b80954aa51568819e9e930
--- /dev/null
+++ b/metadata/simple_spline/sample_000018.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 18,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002387284165111497,
+  "rq_actual": 0.0023872841651114973,
+  "ra_actual": 0.0019056936225659191,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    338,
+    128
+  ],
+  "physical_dimensions": [
+    0.18407376583006968,
+    0.06111737282091225
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008176749295458946,
+    "max_slope": 0.002770643825861077,
+    "height_range": 0.14738903453710198,
+    "mean_height": -0.014170806612422813,
+    "std_height": 0.031890039406274155
+  },
+  "generation_timestamp": "2025-11-08T02:23:28.239340",
+  "correlation_length": 0.08124884255845935,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6504212725452163,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32744091079814114,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000022.json b/metadata/simple_spline/sample_000022.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f67ea9b970f02f8055d5d300ce6ee15a2978330
--- /dev/null
+++ b/metadata/simple_spline/sample_000022.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 22,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0036945492552470428,
+  "rq_actual": 0.0036945492552470423,
+  "ra_actual": 0.0030520167584635782,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    202,
+    194
+  ],
+  "physical_dimensions": [
+    0.1999248740516711,
+    0.07925644286375381
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007248682921034164,
+    "max_slope": 0.001700010746369135,
+    "height_range": 0.1363704371108449,
+    "mean_height": 0.005553822142184336,
+    "std_height": 0.04035417107535092
+  },
+  "generation_timestamp": "2025-11-08T02:23:28.734619",
+  "correlation_length_x": 0.017983696865576753,
+  "correlation_length_y": 0.017472680961987223,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.0292465652352534,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6961555517296203,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3973858973992572,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000027.json b/metadata/simple_spline/sample_000027.json
new file mode 100644
index 0000000000000000000000000000000000000000..d78a7388447820f1fbe0c69e4f3c7fa49f4f80a5
--- /dev/null
+++ b/metadata/simple_spline/sample_000027.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 27,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0024659946562273823,
+  "rq_actual": 0.002465994656227382,
+  "ra_actual": 0.0020138417383375414,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    232,
+    174
+  ],
+  "physical_dimensions": [
+    0.19848209263101518,
+    0.06014935980881738
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002724462539873716,
+    "max_slope": 0.009472875431593093,
+    "height_range": 0.18894783218949196,
+    "mean_height": -0.025234760869193455,
+    "std_height": 0.05453623792300052
+  },
+  "generation_timestamp": "2025-11-08T02:26:33.171494",
+  "correlation_length_x": 0.028494182630000503,
+  "correlation_length_y": 0.008370580376910079,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.404086855028667,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6551638205696761,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45979437312803095,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000039.json b/metadata/simple_spline/sample_000039.json
new file mode 100644
index 0000000000000000000000000000000000000000..654c40cd8b89efe6514c2b3a0e3cd2cf98c80cf5
--- /dev/null
+++ b/metadata/simple_spline/sample_000039.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 39,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004124816644978843,
+  "rq_actual": 0.004124816644978843,
+  "ra_actual": 0.0033470487448189626,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    336,
+    153
+  ],
+  "physical_dimensions": [
+    0.1800188944022484,
+    0.05920634681313506
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003710708893502747,
+    "max_slope": 0.0008904714787410506,
+    "height_range": 0.10250040524767494,
+    "mean_height": 0.06704294052507258,
+    "std_height": 0.028578736155162803
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.740874",
+  "correlation_length": 0.07585810306654624,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6548388080647823,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31095878796694776,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000041.json b/metadata/simple_spline/sample_000041.json
new file mode 100644
index 0000000000000000000000000000000000000000..c73b3c0c7ef69666e74282030ee518bf36e49453
--- /dev/null
+++ b/metadata/simple_spline/sample_000041.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 41,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004773510342880408,
+  "rq_actual": 0.004773510342880409,
+  "ra_actual": 0.0039044160289211233,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    363,
+    138
+  ],
+  "physical_dimensions": [
+    0.1599531769069914,
+    0.04947333139768686
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009378762661312754,
+    "max_slope": 0.00273896840298498,
+    "height_range": 0.12649657220475916,
+    "mean_height": 0.010474129658498208,
+    "std_height": 0.041967163834100533
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.990565",
+  "correlation_length_x": 0.01972742002131586,
+  "correlation_length_y": 0.0016686294487648448,
+  "orientation": 71.24536242067565,
+  "anisotropy_ratio": 11.82252898384271,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7447571299687674,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41537257085827795,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000054.json b/metadata/simple_spline/sample_000054.json
new file mode 100644
index 0000000000000000000000000000000000000000..fddcbc392d86ce69673cb153c4576b45cdcb01ef
--- /dev/null
+++ b/metadata/simple_spline/sample_000054.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 54,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0034638186280752064,
+  "rq_actual": 0.0034638186280752064,
+  "ra_actual": 0.0027993036943286774,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    266,
+    100
+  ],
+  "physical_dimensions": [
+    0.1586527642100231,
+    0.04416037395376937
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010650454587795412,
+    "max_slope": 0.004049817318247287,
+    "height_range": 0.08717684882181255,
+    "mean_height": -0.035867982558024425,
+    "std_height": 0.023367252244153505
+  },
+  "generation_timestamp": "2025-11-08T02:29:52.997979",
+  "correlation_length_x": 0.038192355942335464,
+  "correlation_length_y": 0.012238064426443396,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.1207840236411353,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6565540290010271,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46491937796348476,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000060.json b/metadata/simple_spline/sample_000060.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c39273dc3eb2765236c14a4d419f235bee02598
--- /dev/null
+++ b/metadata/simple_spline/sample_000060.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 60,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0014218720517202334,
+  "rq_actual": 0.0014218720517202334,
+  "ra_actual": 0.0011540998202516223,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    367,
+    130
+  ],
+  "physical_dimensions": [
+    0.15835716005869366,
+    0.055362464159249766
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002414148783406204,
+    "max_slope": 0.0003697900247453048,
+    "height_range": 0.08835784547266706,
+    "mean_height": -0.02874367987887646,
+    "std_height": 0.025818874161296464
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.623647",
+  "correlation_length_x": 0.03608391173858538,
+  "correlation_length_y": 0.0032389571933704366,
+  "orientation": 45.0,
+  "anisotropy_ratio": 11.140595439928216,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7822272798069528,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44211113193988044,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000063.json b/metadata/simple_spline/sample_000063.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3836b0f2570a8bcc40749693f841c96dd75eea5
--- /dev/null
+++ b/metadata/simple_spline/sample_000063.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 63,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.000608786507392918,
+  "rq_actual": 0.000608786507392918,
+  "ra_actual": 0.0005034006137065411,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    275,
+    198
+  ],
+  "physical_dimensions": [
+    0.187535280115129,
+    0.06822847267337295
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005628741834557857,
+    "max_slope": 0.0013285061183285901,
+    "height_range": 0.11686572634049854,
+    "mean_height": -0.004666620191999725,
+    "std_height": 0.031543633220413037
+  },
+  "generation_timestamp": "2025-11-08T02:29:53.939534",
+  "correlation_length_x": 0.34820385753091543,
+  "correlation_length_y": 0.02414580061001521,
+  "orientation": 175.68065709903294,
+  "anisotropy_ratio": 14.420886809878121,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6777575468246212,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30141989343815506,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000070.json b/metadata/simple_spline/sample_000070.json
new file mode 100644
index 0000000000000000000000000000000000000000..06e1d1e338904d7cdffcac7cdf82355fa259fa8b
--- /dev/null
+++ b/metadata/simple_spline/sample_000070.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 70,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0012059694081709826,
+  "rq_actual": 0.0012059694081709826,
+  "ra_actual": 0.0009855305364492252,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    389,
+    122
+  ],
+  "physical_dimensions": [
+    0.1896032359613009,
+    0.04511294336966571
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006152090016939299,
+    "max_slope": 0.00259736507298388,
+    "height_range": 0.16481106390963723,
+    "mean_height": 0.06454458100651932,
+    "std_height": 0.03644296034094281
+  },
+  "generation_timestamp": "2025-11-08T02:29:54.726450",
+  "correlation_length_x": 0.022900050949360866,
+  "correlation_length_y": 0.011680723324426153,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.9604993897486989,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7490223653971122,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35540316158122065,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000073.json b/metadata/simple_spline/sample_000073.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f09ae8dbe8979f0d903dadd0bf1e3451567fa56
--- /dev/null
+++ b/metadata/simple_spline/sample_000073.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 73,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0005729233242559903,
+  "rq_actual": 0.0005729233242559903,
+  "ra_actual": 0.0004687029970046008,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    362,
+    165
+  ],
+  "physical_dimensions": [
+    0.15443692556977287,
+    0.035469188476704716
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00019199818432736826,
+    "max_slope": 0.0004574395659484587,
+    "height_range": 0.06311758768508566,
+    "mean_height": 0.0315420574721936,
+    "std_height": 0.01839996898987633
+  },
+  "generation_timestamp": "2025-11-08T02:29:55.152867",
+  "correlation_length_x": 0.07503347345884676,
+  "correlation_length_y": 0.010576943706379287,
+  "orientation": 78.17352057035254,
+  "anisotropy_ratio": 7.094060017885101,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8154081451684374,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44872282944056396,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000088.json b/metadata/simple_spline/sample_000088.json
new file mode 100644
index 0000000000000000000000000000000000000000..a77da36b2201bf4bd15accc23f3d92719f1ed761
--- /dev/null
+++ b/metadata/simple_spline/sample_000088.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 88,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011862016818696814,
+  "rq_actual": 0.0011862016818696814,
+  "ra_actual": 0.0009771419988525844,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    316,
+    116
+  ],
+  "physical_dimensions": [
+    0.16240803300929463,
+    0.0352658864295625
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003811078661645173,
+    "max_slope": 0.0007822883255033369,
+    "height_range": 0.06388954216204916,
+    "mean_height": -0.030641155666986324,
+    "std_height": 0.01808544543301727
+  },
+  "generation_timestamp": "2025-11-08T02:32:43.996790",
+  "correlation_length": 0.018954837539126572,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6675924245617707,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3809356780501385,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000091.json b/metadata/simple_spline/sample_000091.json
new file mode 100644
index 0000000000000000000000000000000000000000..442080666df72946cf20b6832970cf2eaf560295
--- /dev/null
+++ b/metadata/simple_spline/sample_000091.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 91,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0019423135385265955,
+  "rq_actual": 0.0019423135385265957,
+  "ra_actual": 0.001585084976159738,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    207,
+    142
+  ],
+  "physical_dimensions": [
+    0.1954238679003001,
+    0.04890050610273516
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0020162311647567823,
+    "max_slope": 0.008614502529253387,
+    "height_range": 0.20232051024343053,
+    "mean_height": -0.06399708484897061,
+    "std_height": 0.04579714955000692
+  },
+  "generation_timestamp": "2025-11-08T02:32:44.325173",
+  "correlation_length_x": 0.08748656025819493,
+  "correlation_length_y": 0.013671539715094968,
+  "orientation": 147.756716494733,
+  "anisotropy_ratio": 6.3991739102801715,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6502512926218473,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4974658442081626,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000096.json b/metadata/simple_spline/sample_000096.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a8982aeada17d4abda3441f77588668f5cd92be
--- /dev/null
+++ b/metadata/simple_spline/sample_000096.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 96,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003548956200751583,
+  "rq_actual": 0.0035489562007515836,
+  "ra_actual": 0.002897537220450209,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    381,
+    107
+  ],
+  "physical_dimensions": [
+    0.15690368320348644,
+    0.04712438044676515
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007818877770119067,
+    "max_slope": 0.0014469975636596053,
+    "height_range": 0.1761952987659787,
+    "mean_height": 0.0069928934113851655,
+    "std_height": 0.05994296199828892
+  },
+  "generation_timestamp": "2025-11-08T02:32:45.055126",
+  "correlation_length_x": 0.019563540116030387,
+  "correlation_length_y": 0.01267248952778326,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.5437803340171745,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7447582872834853,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3572908941506515,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000097.json b/metadata/simple_spline/sample_000097.json
new file mode 100644
index 0000000000000000000000000000000000000000..73dc7b4f03a5838250f1f58a846425f9e9008c84
--- /dev/null
+++ b/metadata/simple_spline/sample_000097.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 97,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0012016787487960446,
+  "rq_actual": 0.0012016787487960446,
+  "ra_actual": 0.0009789057727292124,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    367,
+    164
+  ],
+  "physical_dimensions": [
+    0.18440346895994955,
+    0.06154180517531677
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008638422060058146,
+    "max_slope": 0.0015777644146415665,
+    "height_range": 0.1566271789843524,
+    "mean_height": -0.032438438889012,
+    "std_height": 0.05342996505469032
+  },
+  "generation_timestamp": "2025-11-08T02:32:45.208854",
+  "correlation_length": 0.05808776974662546,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7963369672343261,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4350428098045516,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000099.json b/metadata/simple_spline/sample_000099.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca82567afc2b4829ba0d9c35b4f84d6fd75793a8
--- /dev/null
+++ b/metadata/simple_spline/sample_000099.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 99,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0006805065517242158,
+  "rq_actual": 0.0006805065517242158,
+  "ra_actual": 0.0005514855658886696,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    340,
+    194
+  ],
+  "physical_dimensions": [
+    0.17422325670486144,
+    0.09278941277648176
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00011723574174543426,
+    "max_slope": 0.00024958967494508044,
+    "height_range": 0.03952107807882838,
+    "mean_height": 0.07095342681113712,
+    "std_height": 0.011881469592154383
+  },
+  "generation_timestamp": "2025-11-08T02:32:45.470901",
+  "correlation_length": 0.008895983343726134,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8431571814681459,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3106966251708247,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000101.json b/metadata/simple_spline/sample_000101.json
new file mode 100644
index 0000000000000000000000000000000000000000..a36512bca9288579cde3403594ee784bb1c99249
--- /dev/null
+++ b/metadata/simple_spline/sample_000101.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 101,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0007107981782255354,
+  "rq_actual": 0.0007107981782255354,
+  "ra_actual": 0.0005828311096463184,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    384,
+    142
+  ],
+  "physical_dimensions": [
+    0.1845832997062718,
+    0.04952017363838227
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012491463088176646,
+    "max_slope": 0.005490733873135506,
+    "height_range": 0.21480341405390851,
+    "mean_height": 0.060154139008492355,
+    "std_height": 0.04683090545608178
+  },
+  "generation_timestamp": "2025-11-08T02:35:56.800108",
+  "correlation_length": 0.014656431573422835,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6916091684528715,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36698842270310045,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000105.json b/metadata/simple_spline/sample_000105.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7e97849a20d9014b7acc1a8db1858353cc56082
--- /dev/null
+++ b/metadata/simple_spline/sample_000105.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 105,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0006250538501253293,
+  "rq_actual": 0.0006250538501253293,
+  "ra_actual": 0.0005122907617227939,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    322,
+    121
+  ],
+  "physical_dimensions": [
+    0.1852131933366024,
+    0.07806592761883104
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00039404532912670916,
+    "max_slope": 0.0016988052694492314,
+    "height_range": 0.09226836125843042,
+    "mean_height": 0.050520801472760175,
+    "std_height": 0.021582896762301396
+  },
+  "generation_timestamp": "2025-11-08T02:35:57.259715",
+  "correlation_length": 0.006241292346980356,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6646391592197464,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3085862724032576,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000118.json b/metadata/simple_spline/sample_000118.json
new file mode 100644
index 0000000000000000000000000000000000000000..e53c8b360254f536004d0b14db25fa415264ef58
--- /dev/null
+++ b/metadata/simple_spline/sample_000118.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 118,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0015424083297428872,
+  "rq_actual": 0.0015424083297428872,
+  "ra_actual": 0.0012719407033536286,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    351,
+    103
+  ],
+  "physical_dimensions": [
+    0.18831259871119913,
+    0.04072542614240341
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007899245999478708,
+    "max_slope": 0.002779969564526766,
+    "height_range": 0.15670694824550968,
+    "mean_height": 0.00971908797366772,
+    "std_height": 0.05437318520182188
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.856190",
+  "correlation_length_x": 0.0564411052441523,
+  "correlation_length_y": 0.0041581928915515945,
+  "orientation": 166.98946304435373,
+  "anisotropy_ratio": 13.573469705752823,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6993525190732617,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47913662336127266,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000122.json b/metadata/simple_spline/sample_000122.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b09fe6508999f69988c7233b57d305402e71251
--- /dev/null
+++ b/metadata/simple_spline/sample_000122.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 122,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0029062400344570085,
+  "rq_actual": 0.0029062400344570085,
+  "ra_actual": 0.0023201321934310797,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    305,
+    176
+  ],
+  "physical_dimensions": [
+    0.15389148053948984,
+    0.05889428405800217
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005668055795660526,
+    "max_slope": 0.0013245005985389052,
+    "height_range": 0.1257438687305194,
+    "mean_height": 0.014110441546418962,
+    "std_height": 0.033518616572237724
+  },
+  "generation_timestamp": "2025-11-08T02:35:59.325762",
+  "correlation_length": 0.013174745079538232,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7716451621109842,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3809118607492231,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000126.json b/metadata/simple_spline/sample_000126.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2832e7ff82b0b071f6e8a2e0e1eb711b531841b
--- /dev/null
+++ b/metadata/simple_spline/sample_000126.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 126,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0017279101378932724,
+  "rq_actual": 0.001727910137893272,
+  "ra_actual": 0.0014337572526027219,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    236,
+    143
+  ],
+  "physical_dimensions": [
+    0.18130979522657834,
+    0.04155572945134026
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009067209413845763,
+    "max_slope": 0.002105156237031794,
+    "height_range": 0.15294799700603584,
+    "mean_height": -0.021361320782562337,
+    "std_height": 0.04066057812253307
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.091310",
+  "correlation_length_x": 0.03980162049090857,
+  "correlation_length_y": 0.016043475981540496,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.4808601662572385,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7467825299995723,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3696755050098435,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000139.json b/metadata/simple_spline/sample_000139.json
new file mode 100644
index 0000000000000000000000000000000000000000..32d47345324f5826c977a6dcc1a9eb7cef1f5595
--- /dev/null
+++ b/metadata/simple_spline/sample_000139.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 139,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001722054963553851,
+  "rq_actual": 0.0017220549635538513,
+  "ra_actual": 0.0014007897550327498,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    298,
+    141
+  ],
+  "physical_dimensions": [
+    0.1795680643734328,
+    0.03663729253779825
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00014962253477187264,
+    "max_slope": 0.00033398804997280575,
+    "height_range": 0.028535455254810188,
+    "mean_height": -0.007377349608814277,
+    "std_height": 0.007484995398593887
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.612651",
+  "correlation_length_x": 0.03671171138601193,
+  "correlation_length_y": 0.011060079487173781,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.319299054639344,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6769796666576543,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47916140709629323,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000146.json b/metadata/simple_spline/sample_000146.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9c90ab2e529a1968d03a453b9753a4ae76653e1
--- /dev/null
+++ b/metadata/simple_spline/sample_000146.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 146,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0012867093525485178,
+  "rq_actual": 0.0012867093525485178,
+  "ra_actual": 0.0010359469832292088,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    299,
+    192
+  ],
+  "physical_dimensions": [
+    0.16356255106236453,
+    0.04501545860585785
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00035453870635327025,
+    "max_slope": 0.0005622342276044578,
+    "height_range": 0.10565253449327452,
+    "mean_height": 0.010814638527528361,
+    "std_height": 0.030954180607034917
+  },
+  "generation_timestamp": "2025-11-08T02:39:10.522430",
+  "correlation_length": 0.02711083732468365,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7106942643477113,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47897417905403006,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000151.json b/metadata/simple_spline/sample_000151.json
new file mode 100644
index 0000000000000000000000000000000000000000..c774238f43dc0f4d63a308f8e09b5e4f13e8ee91
--- /dev/null
+++ b/metadata/simple_spline/sample_000151.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 151,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0013590140670958202,
+  "rq_actual": 0.00135901406709582,
+  "ra_actual": 0.0011062209197095242,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    272,
+    167
+  ],
+  "physical_dimensions": [
+    0.1745591710673374,
+    0.07464685181878533
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007104316335296511,
+    "max_slope": 0.001536017647279106,
+    "height_range": 0.1147807611277882,
+    "mean_height": -0.014101710112451144,
+    "std_height": 0.030549349166930837
+  },
+  "generation_timestamp": "2025-11-08T02:42:09.596995",
+  "correlation_length": 0.04234859764407606,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8350931263899148,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49271114382695713,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000155.json b/metadata/simple_spline/sample_000155.json
new file mode 100644
index 0000000000000000000000000000000000000000..b529bddee735319bf1d707e8f85c14061e7ada9d
--- /dev/null
+++ b/metadata/simple_spline/sample_000155.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 155,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0021493055617661004,
+  "rq_actual": 0.0021493055617661,
+  "ra_actual": 0.0017613209294477694,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    261,
+    195
+  ],
+  "physical_dimensions": [
+    0.16290272287973118,
+    0.06940319421033951
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003025842433714741,
+    "max_slope": 0.0007252596148324547,
+    "height_range": 0.06487561357033728,
+    "mean_height": 0.019321094205672306,
+    "std_height": 0.018114602444931054
+  },
+  "generation_timestamp": "2025-11-08T02:42:10.090492",
+  "correlation_length": 0.05546922230792315,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.662559617791797,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41467993667691433,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000156.json b/metadata/simple_spline/sample_000156.json
new file mode 100644
index 0000000000000000000000000000000000000000..058d0449eb86afa3291b452019679c58ec91c600
--- /dev/null
+++ b/metadata/simple_spline/sample_000156.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 156,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0015411635370061682,
+  "rq_actual": 0.001541163537006168,
+  "ra_actual": 0.0012455466901786013,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    288,
+    122
+  ],
+  "physical_dimensions": [
+    0.1752876323520973,
+    0.04550001205140025
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007751097696903096,
+    "max_slope": 0.0016994768970939817,
+    "height_range": 0.15563102004905027,
+    "mean_height": -0.0038420618546355727,
+    "std_height": 0.05434749664731303
+  },
+  "generation_timestamp": "2025-11-08T02:42:10.168609",
+  "correlation_length_x": 0.03870311781185505,
+  "correlation_length_y": 0.013668421238445999,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.8315719230976315,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8182067825792773,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.498791528949948,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000160.json b/metadata/simple_spline/sample_000160.json
new file mode 100644
index 0000000000000000000000000000000000000000..f629e7b5fded4abb70d099ee62617b7dd76d8fa4
--- /dev/null
+++ b/metadata/simple_spline/sample_000160.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 160,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003120033270002441,
+  "rq_actual": 0.0031200332700024405,
+  "ra_actual": 0.0025127784129316917,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    349,
+    141
+  ],
+  "physical_dimensions": [
+    0.15266035319092008,
+    0.054771135733990395
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004460620554649613,
+    "max_slope": 0.0006453594096396537,
+    "height_range": 0.15522959530180652,
+    "mean_height": -0.012508170350057975,
+    "std_height": 0.045240976050735904
+  },
+  "generation_timestamp": "2025-11-08T02:42:10.721775",
+  "correlation_length": 0.07396098613532932,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.756767619772949,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3939043234588039,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000164.json b/metadata/simple_spline/sample_000164.json
new file mode 100644
index 0000000000000000000000000000000000000000..f898db294aa64612ffffc9bd5e67d322f004e3b3
--- /dev/null
+++ b/metadata/simple_spline/sample_000164.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 164,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002941405028908397,
+  "rq_actual": 0.002941405028908397,
+  "ra_actual": 0.002384587695873078,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    372,
+    128
+  ],
+  "physical_dimensions": [
+    0.19286387508851413,
+    0.10620174423707641
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010318689188954437,
+    "max_slope": 0.0031130294395082803,
+    "height_range": 0.1485797522359263,
+    "mean_height": 0.02475713683258969,
+    "std_height": 0.046485006264457875
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.359340",
+  "correlation_length": 0.02602911222192212,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7668001452648328,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46703212460151367,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000169.json b/metadata/simple_spline/sample_000169.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d35407585859f216963090c638c598ad1e81fa7
--- /dev/null
+++ b/metadata/simple_spline/sample_000169.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 169,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0014268084685527577,
+  "rq_actual": 0.001426808468552758,
+  "ra_actual": 0.0011603105637471595,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    331,
+    167
+  ],
+  "physical_dimensions": [
+    0.1788930315344962,
+    0.0501364207911633
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008898028280383874,
+    "max_slope": 0.0032802997768599934,
+    "height_range": 0.14280744629547137,
+    "mean_height": -0.017568342655607777,
+    "std_height": 0.04867718892387507
+  },
+  "generation_timestamp": "2025-11-08T02:42:11.906829",
+  "correlation_length_x": 0.029686073031312564,
+  "correlation_length_y": 0.006370167514528414,
+  "orientation": 0.0,
+  "anisotropy_ratio": 4.6601714889926615,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7573529499429889,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3619162408903487,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000170.json b/metadata/simple_spline/sample_000170.json
new file mode 100644
index 0000000000000000000000000000000000000000..22d83fc861d0b24c5174c246558ee82400af32f1
--- /dev/null
+++ b/metadata/simple_spline/sample_000170.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 170,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0009635172009008734,
+  "rq_actual": 0.0009635172009008734,
+  "ra_actual": 0.0007824273221127157,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    398,
+    176
+  ],
+  "physical_dimensions": [
+    0.19106553514364435,
+    0.049352125996905485
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00047848995394320895,
+    "max_slope": 0.0010099611529132968,
+    "height_range": 0.10700233241697561,
+    "mean_height": -0.009558240100980116,
+    "std_height": 0.029147085803080324
+  },
+  "generation_timestamp": "2025-11-08T02:42:12.104025",
+  "correlation_length": 0.024990730449957647,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7928451234791669,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4789918545909987,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000172.json b/metadata/simple_spline/sample_000172.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5edc27125e25965d468f96eebbc224996484a4b
--- /dev/null
+++ b/metadata/simple_spline/sample_000172.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 172,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0023823147521336648,
+  "rq_actual": 0.0023823147521336648,
+  "ra_actual": 0.0019167410543270388,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    287,
+    176
+  ],
+  "physical_dimensions": [
+    0.18075015444836248,
+    0.0549004474940477
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009602985976956982,
+    "max_slope": 0.0029820149759240827,
+    "height_range": 0.15132836491546525,
+    "mean_height": -0.01828637914130514,
+    "std_height": 0.0418641942158457
+  },
+  "generation_timestamp": "2025-11-08T02:42:12.399508",
+  "correlation_length_x": 0.03455902090470982,
+  "correlation_length_y": 0.006027570949352914,
+  "orientation": 15.0,
+  "anisotropy_ratio": 5.73349052132184,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7089626843973157,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39786057817885984,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000174.json b/metadata/simple_spline/sample_000174.json
new file mode 100644
index 0000000000000000000000000000000000000000..e85c2b9d0c8715fb0c4df88e45240ec214f47f10
--- /dev/null
+++ b/metadata/simple_spline/sample_000174.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 174,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0028410550017461665,
+  "rq_actual": 0.002841055001746166,
+  "ra_actual": 0.0023168744145845785,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    302,
+    148
+  ],
+  "physical_dimensions": [
+    0.15051962218637419,
+    0.04005200268252146
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006387601489083083,
+    "max_slope": 0.0014354465299964494,
+    "height_range": 0.1255407138135472,
+    "mean_height": 0.03198106289996095,
+    "std_height": 0.03291066132428444
+  },
+  "generation_timestamp": "2025-11-08T02:42:12.693689",
+  "correlation_length_x": 0.032415208189051956,
+  "correlation_length_y": 0.004653054439123635,
+  "orientation": 0.9019570514373076,
+  "anisotropy_ratio": 6.966436480196672,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7930238234387058,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4779199096872465,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000176.json b/metadata/simple_spline/sample_000176.json
new file mode 100644
index 0000000000000000000000000000000000000000..d934eb8a48e1bd8fda04b4ebfb707feeedfdb19b
--- /dev/null
+++ b/metadata/simple_spline/sample_000176.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 176,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003923151544249843,
+  "rq_actual": 0.003923151544249843,
+  "ra_actual": 0.003195028650218483,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    258,
+    100
+  ],
+  "physical_dimensions": [
+    0.1943319440963273,
+    0.0495962107786155
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00199041333330313,
+    "max_slope": 0.006277110277374945,
+    "height_range": 0.20078355995224806,
+    "mean_height": -0.030116562445984207,
+    "std_height": 0.06333670742559673
+  },
+  "generation_timestamp": "2025-11-08T02:45:30.678376",
+  "correlation_length_x": 0.009266681628371503,
+  "correlation_length_y": 0.018961964749825533,
+  "orientation": 30.0,
+  "anisotropy_ratio": 0.4886983891506688,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6687107531621214,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3701125036271876,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000180.json b/metadata/simple_spline/sample_000180.json
new file mode 100644
index 0000000000000000000000000000000000000000..12bbf0747a4570826030249fd5930099a70b51e6
--- /dev/null
+++ b/metadata/simple_spline/sample_000180.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 180,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0020211681836911004,
+  "rq_actual": 0.0020211681836911004,
+  "ra_actual": 0.001658103876965448,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    394,
+    165
+  ],
+  "physical_dimensions": [
+    0.19623587003922977,
+    0.07284906344818426
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008854041226882108,
+    "max_slope": 0.004123198740668049,
+    "height_range": 0.14138828119234517,
+    "mean_height": 0.031162726017225462,
+    "std_height": 0.03427636357759047
+  },
+  "generation_timestamp": "2025-11-08T02:45:31.213536",
+  "correlation_length_x": 0.08830599038294416,
+  "correlation_length_y": 0.010212726381907147,
+  "orientation": 50.79097110716167,
+  "anisotropy_ratio": 8.64666173171808,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7335704685809329,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4516064029574744,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000199.json b/metadata/simple_spline/sample_000199.json
new file mode 100644
index 0000000000000000000000000000000000000000..93c154b81cd01d243746b736bf052ec079ca59e9
--- /dev/null
+++ b/metadata/simple_spline/sample_000199.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 199,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0027469277340340806,
+  "rq_actual": 0.0027469277340340806,
+  "ra_actual": 0.002245591794716434,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    236,
+    162
+  ],
+  "physical_dimensions": [
+    0.17142041587410908,
+    0.040529094544224306
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004015872159257081,
+    "max_slope": 0.0008868740018321761,
+    "height_range": 0.059220801793133215,
+    "mean_height": 0.08395025471211198,
+    "std_height": 0.015591475779669496
+  },
+  "generation_timestamp": "2025-11-08T02:45:33.317725",
+  "correlation_length_x": 0.04089471591330696,
+  "correlation_length_y": 0.01013799818449741,
+  "orientation": 0.0,
+  "anisotropy_ratio": 4.033805803579784,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6673111074595068,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39867997122738513,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000204.json b/metadata/simple_spline/sample_000204.json
new file mode 100644
index 0000000000000000000000000000000000000000..5da2b9898c3169580510fb7212f74bc42e94d958
--- /dev/null
+++ b/metadata/simple_spline/sample_000204.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 204,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0035327023094163194,
+  "rq_actual": 0.0035327023094163194,
+  "ra_actual": 0.0029055402814388612,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    361,
+    109
+  ],
+  "physical_dimensions": [
+    0.1596628908898023,
+    0.04407531140746243
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00039304529047016633,
+    "max_slope": 0.0009372148620636483,
+    "height_range": 0.12852049753292505,
+    "mean_height": -0.005523878137950823,
+    "std_height": 0.03742312191013764
+  },
+  "generation_timestamp": "2025-11-08T02:48:18.774775",
+  "correlation_length_x": 0.028946073060954643,
+  "correlation_length_y": 0.013652310211619834,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.120232591573981,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6879869458814569,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40388290031945,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000212.json b/metadata/simple_spline/sample_000212.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c6096fe55a0339ebe06862ea1707640187e8705
--- /dev/null
+++ b/metadata/simple_spline/sample_000212.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 212,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0021189522367842557,
+  "rq_actual": 0.0021189522367842557,
+  "ra_actual": 0.0017553608171482808,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    251,
+    121
+  ],
+  "physical_dimensions": [
+    0.1728439503138226,
+    0.04570337052178651
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005714101549780028,
+    "max_slope": 0.001368897482720205,
+    "height_range": 0.11745061044657995,
+    "mean_height": 0.015391216830896245,
+    "std_height": 0.032760060657878474
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.638708",
+  "correlation_length": 0.03891163863287661,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6808502731475096,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3026773747407036,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000216.json b/metadata/simple_spline/sample_000216.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8ba06a0f3cfa655960017388e541c89c1d7e40e
--- /dev/null
+++ b/metadata/simple_spline/sample_000216.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 216,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0029549780566536137,
+  "rq_actual": 0.0029549780566536133,
+  "ra_actual": 0.002442546444077341,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    269,
+    183
+  ],
+  "physical_dimensions": [
+    0.15621298526579427,
+    0.05919627413060664
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013300515740690333,
+    "max_slope": 0.005614468767209016,
+    "height_range": 0.18317550628119988,
+    "mean_height": 0.004466601538879236,
+    "std_height": 0.05801877768238125
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.065589",
+  "correlation_length_x": 0.03559774320239164,
+  "correlation_length_y": 0.011462572728154988,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.1055631267625063,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7347841635720768,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3605370378924405,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000221.json b/metadata/simple_spline/sample_000221.json
new file mode 100644
index 0000000000000000000000000000000000000000..b332dfa6e0b05dac5d03fbf7491eb024b4e18ae9
--- /dev/null
+++ b/metadata/simple_spline/sample_000221.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 221,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0018515002098002209,
+  "rq_actual": 0.0018515002098002207,
+  "ra_actual": 0.0014915895640751381,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    352,
+    145
+  ],
+  "physical_dimensions": [
+    0.1896673315906802,
+    0.05436026847193053
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003976416123389243,
+    "max_slope": 0.0017337102007120783,
+    "height_range": 0.06007059981638681,
+    "mean_height": 0.029319034576983684,
+    "std_height": 0.017818082388989083
+  },
+  "generation_timestamp": "2025-11-08T02:48:20.566647",
+  "correlation_length": 0.02518161785585198,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7941011077332332,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49972116053872156,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000226.json b/metadata/simple_spline/sample_000226.json
new file mode 100644
index 0000000000000000000000000000000000000000..01779216d1b08b0126e954e31c5a3b08cb8617e6
--- /dev/null
+++ b/metadata/simple_spline/sample_000226.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 226,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0024564965657069226,
+  "rq_actual": 0.0024564965657069226,
+  "ra_actual": 0.0020146499535654326,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    302,
+    122
+  ],
+  "physical_dimensions": [
+    0.1560256397243148,
+    0.031806026859183684
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00020739049791729754,
+    "max_slope": 0.00047054234618176816,
+    "height_range": 0.041787183598834654,
+    "mean_height": -0.010459643077779041,
+    "std_height": 0.01096397500185631
+  },
+  "generation_timestamp": "2025-11-08T02:51:07.824045",
+  "correlation_length_x": 0.04676512848279426,
+  "correlation_length_y": 0.003163507060958383,
+  "orientation": 30.0,
+  "anisotropy_ratio": 14.782685033308185,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7057894225250388,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.481499957405545,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000229.json b/metadata/simple_spline/sample_000229.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2201cee047a00707a2c40b32ddff3f323b53755
--- /dev/null
+++ b/metadata/simple_spline/sample_000229.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 229,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002337900984889232,
+  "rq_actual": 0.002337900984889232,
+  "ra_actual": 0.0018633832565316168,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    353,
+    175
+  ],
+  "physical_dimensions": [
+    0.19195020067229532,
+    0.05175275467223916
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007083512085171914,
+    "max_slope": 0.001543352498087,
+    "height_range": 0.15086286854664338,
+    "mean_height": -0.05343709391644265,
+    "std_height": 0.03992281964542252
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.258619",
+  "correlation_length_x": 0.014340757038602261,
+  "correlation_length_y": 0.014120060495636352,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.0156299998172185,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6628872322049196,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34605231265898884,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000247.json b/metadata/simple_spline/sample_000247.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1b05239fb3662ab2bb41187e56c632a74335e8f
--- /dev/null
+++ b/metadata/simple_spline/sample_000247.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 247,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0008579386080697318,
+  "rq_actual": 0.0008579386080697316,
+  "ra_actual": 0.0007010422380501195,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    240,
+    181
+  ],
+  "physical_dimensions": [
+    0.15982691031209467,
+    0.03272933805237509
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017448080821762986,
+    "max_slope": 0.005908448993096137,
+    "height_range": 0.17019095890384367,
+    "mean_height": -0.0005905876732068987,
+    "std_height": 0.05413887222007697
+  },
+  "generation_timestamp": "2025-11-08T02:51:10.462885",
+  "correlation_length": 0.01066590633868697,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.825768828423521,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4712957007616043,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000252.json b/metadata/simple_spline/sample_000252.json
new file mode 100644
index 0000000000000000000000000000000000000000..f731659198ec7090dd547589ad37aeee741bab5a
--- /dev/null
+++ b/metadata/simple_spline/sample_000252.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 252,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0028720725508793545,
+  "rq_actual": 0.002872072550879355,
+  "ra_actual": 0.0022800831573206062,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    308,
+    181
+  ],
+  "physical_dimensions": [
+    0.16364668944794003,
+    0.036536610952060136
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013396325563006406,
+    "max_slope": 0.006505300250323462,
+    "height_range": 0.19907159664432683,
+    "mean_height": 0.057851769775331116,
+    "std_height": 0.03835160979268686
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.358061",
+  "correlation_length": 0.031087934370412584,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7441777986611445,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45963232201471677,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000253.json b/metadata/simple_spline/sample_000253.json
new file mode 100644
index 0000000000000000000000000000000000000000..98f4f6a5a508c7860874212a0e90086c86fe3032
--- /dev/null
+++ b/metadata/simple_spline/sample_000253.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 253,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011012865891088953,
+  "rq_actual": 0.0011012865891088953,
+  "ra_actual": 0.0008883664881191184,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    254,
+    137
+  ],
+  "physical_dimensions": [
+    0.17004631213261454,
+    0.06517114492394595
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005730160382247249,
+    "max_slope": 0.002576396317272328,
+    "height_range": 0.10908275882360466,
+    "mean_height": 0.00763004372940569,
+    "std_height": 0.01992915998408069
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.466781",
+  "correlation_length": 0.018290273591041087,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6774505660885424,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37604201811588445,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000254.json b/metadata/simple_spline/sample_000254.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbe85e1531d79e5e647ae22c38864b427cf83f8e
--- /dev/null
+++ b/metadata/simple_spline/sample_000254.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 254,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0005136462243222429,
+  "rq_actual": 0.0005136462243222429,
+  "ra_actual": 0.00042369789641904723,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    276,
+    161
+  ],
+  "physical_dimensions": [
+    0.16553719025830912,
+    0.07908238284534803
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013469828059263344,
+    "max_slope": 0.0043807738993904876,
+    "height_range": 0.1423270816581408,
+    "mean_height": 0.0188892472094104,
+    "std_height": 0.045982900679406594
+  },
+  "generation_timestamp": "2025-11-08T02:54:22.575298",
+  "correlation_length": 0.07324868126472737,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8131826490238918,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4120962286631741,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000259.json b/metadata/simple_spline/sample_000259.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3a610c085ad95153175ed88a0d8d10b6fca7f35
--- /dev/null
+++ b/metadata/simple_spline/sample_000259.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 259,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002846875502585418,
+  "rq_actual": 0.002846875502585418,
+  "ra_actual": 0.0022919169795890307,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    347,
+    166
+  ],
+  "physical_dimensions": [
+    0.18670196548379225,
+    0.10146196768978373
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00046706291765014974,
+    "max_slope": 0.001113069440262529,
+    "height_range": 0.1271749192858226,
+    "mean_height": 0.0015624804052251757,
+    "std_height": 0.03476711595985213
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.179237",
+  "correlation_length_x": 0.010105677409182924,
+  "correlation_length_y": 0.015792377294467308,
+  "orientation": 60.0,
+  "anisotropy_ratio": 0.639908559727948,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7470962037485449,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41308444315265463,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000264.json b/metadata/simple_spline/sample_000264.json
new file mode 100644
index 0000000000000000000000000000000000000000..d56c7a11df2d61173e8d58bb7bd80ba3770b7fd3
--- /dev/null
+++ b/metadata/simple_spline/sample_000264.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 264,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.00313519060871853,
+  "rq_actual": 0.00313519060871853,
+  "ra_actual": 0.0025890507496548892,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    279,
+    163
+  ],
+  "physical_dimensions": [
+    0.17315498729152978,
+    0.03788281469308043
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005046775745103127,
+    "max_slope": 0.0010927834007853701,
+    "height_range": 0.10602145425771194,
+    "mean_height": -0.012670734368258834,
+    "std_height": 0.040158097166691935
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.820029",
+  "correlation_length_x": 0.015795705675535954,
+  "correlation_length_y": 0.009482432893434879,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.6657861809359118,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.767035853895261,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3996924511066746,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000270.json b/metadata/simple_spline/sample_000270.json
new file mode 100644
index 0000000000000000000000000000000000000000..e775139f7a69a3fdaee944e87b691578355b48c7
--- /dev/null
+++ b/metadata/simple_spline/sample_000270.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 270,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0007304282169832566,
+  "rq_actual": 0.0007304282169832565,
+  "ra_actual": 0.0005985238223167896,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    275,
+    160
+  ],
+  "physical_dimensions": [
+    0.15951172677839248,
+    0.03681523506751969
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004942200888925558,
+    "max_slope": 0.0010585015804362961,
+    "height_range": 0.07903214414333258,
+    "mean_height": 0.038287400543971256,
+    "std_height": 0.021198726030499927
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.493442",
+  "correlation_length": 0.04442957846910565,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8432861130001348,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46880068243156714,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000273.json b/metadata/simple_spline/sample_000273.json
new file mode 100644
index 0000000000000000000000000000000000000000..895126602f9d182a31f2e2c7b150673f19e22c09
--- /dev/null
+++ b/metadata/simple_spline/sample_000273.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 273,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0027897281755469502,
+  "rq_actual": 0.0027897281755469502,
+  "ra_actual": 0.0022914143302755715,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    211,
+    181
+  ],
+  "physical_dimensions": [
+    0.178612408917865,
+    0.03803224114214509
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013034785659090692,
+    "max_slope": 0.006493719765502989,
+    "height_range": 0.13554754753729553,
+    "mean_height": 0.031193865114036552,
+    "std_height": 0.028361681705312756
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.860098",
+  "correlation_length": 0.07156401500798128,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6686211574202564,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49389275674048777,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000278.json b/metadata/simple_spline/sample_000278.json
new file mode 100644
index 0000000000000000000000000000000000000000..b34c3e1f4fa57d4afe58a1e45b9c464ca0989f5c
--- /dev/null
+++ b/metadata/simple_spline/sample_000278.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 278,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002419497438716564,
+  "rq_actual": 0.002419497438716564,
+  "ra_actual": 0.0019704598406434133,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    346,
+    163
+  ],
+  "physical_dimensions": [
+    0.15819408631959248,
+    0.03997945946986571
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005643883490492944,
+    "max_slope": 0.0010321097298367295,
+    "height_range": 0.13132823913957425,
+    "mean_height": -0.027073506168677486,
+    "std_height": 0.037780526455179306
+  },
+  "generation_timestamp": "2025-11-08T02:57:28.224866",
+  "correlation_length": 0.007233526283162771,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7046358807137081,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3690375155187232,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000285.json b/metadata/simple_spline/sample_000285.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e8b47185bba2278137c5288a314d317a25720d3
--- /dev/null
+++ b/metadata/simple_spline/sample_000285.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 285,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0005451840980909353,
+  "rq_actual": 0.0005451840980909352,
+  "ra_actual": 0.00043583309074714596,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    237,
+    144
+  ],
+  "physical_dimensions": [
+    0.19600836649195302,
+    0.12056133143277041
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006943367988902061,
+    "max_slope": 0.002601844103053079,
+    "height_range": 0.0761953005421827,
+    "mean_height": -0.052888507360734256,
+    "std_height": 0.021353651604186386
+  },
+  "generation_timestamp": "2025-11-08T02:57:29.044755",
+  "correlation_length": 0.06405378116604646,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8138643188824786,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32259008431554664,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000305.json b/metadata/simple_spline/sample_000305.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2c566e99ea3f6dfcad976135c26fe07990014fd
--- /dev/null
+++ b/metadata/simple_spline/sample_000305.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 305,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0025377360336511614,
+  "rq_actual": 0.0025377360336511614,
+  "ra_actual": 0.0020302055185330782,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    243,
+    154
+  ],
+  "physical_dimensions": [
+    0.1939664950747178,
+    0.03946031825567842
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005637213925444964,
+    "max_slope": 0.0016343846425271175,
+    "height_range": 0.0709861559764082,
+    "mean_height": 0.04443406333972081,
+    "std_height": 0.020434181049400472
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.431193",
+  "correlation_length": 0.06702411691218177,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8319041938201217,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4334923384238365,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000320.json b/metadata/simple_spline/sample_000320.json
new file mode 100644
index 0000000000000000000000000000000000000000..a92ad080052d995650ffe173744fb2aa7fd81070
--- /dev/null
+++ b/metadata/simple_spline/sample_000320.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 320,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011238048032830817,
+  "rq_actual": 0.0011238048032830817,
+  "ra_actual": 0.0009231120467433821,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    342,
+    117
+  ],
+  "physical_dimensions": [
+    0.17843070190843482,
+    0.05213775818930372
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00042894686350163037,
+    "max_slope": 0.0008600609587795932,
+    "height_range": 0.07415383009115631,
+    "mean_height": -0.02822923848977136,
+    "std_height": 0.021879178974886584
+  },
+  "generation_timestamp": "2025-11-08T03:00:41.090123",
+  "correlation_length": 0.008403395756677224,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6654741910034827,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41582442989648644,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000332.json b/metadata/simple_spline/sample_000332.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc6b64eea0caeab832e07072967896c6c56a2581
--- /dev/null
+++ b/metadata/simple_spline/sample_000332.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 332,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0023566329425374934,
+  "rq_actual": 0.002356632942537494,
+  "ra_actual": 0.0019381307629539775,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    216,
+    127
+  ],
+  "physical_dimensions": [
+    0.18373851071838546,
+    0.11851213337571682
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00128094443034094,
+    "max_slope": 0.003830935163970775,
+    "height_range": 0.17560908981708237,
+    "mean_height": 0.027347747684297714,
+    "std_height": 0.06285532858005678
+  },
+  "generation_timestamp": "2025-11-08T03:03:32.236436",
+  "correlation_length_x": 0.014214541762450229,
+  "correlation_length_y": 0.021750224086786292,
+  "orientation": 90.0,
+  "anisotropy_ratio": 0.6535354167263893,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8286862349441863,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3287612289558501,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000349.json b/metadata/simple_spline/sample_000349.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b0b56d1ca771e08ed0689c3652b5758a6a9fbd5
--- /dev/null
+++ b/metadata/simple_spline/sample_000349.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 349,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0005167552471921406,
+  "rq_actual": 0.0005167552471921406,
+  "ra_actual": 0.00041363779490601857,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    252,
+    153
+  ],
+  "physical_dimensions": [
+    0.16846127743253647,
+    0.0456471574114298
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007871156404193524,
+    "max_slope": 0.0016654066627107486,
+    "height_range": 0.1123850373246302,
+    "mean_height": -0.025276064410106443,
+    "std_height": 0.03051692482247665
+  },
+  "generation_timestamp": "2025-11-08T03:03:34.234603",
+  "correlation_length": 0.0052126581913431,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.764931134626756,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41856654068269855,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000352.json b/metadata/simple_spline/sample_000352.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ca301520eb6ef8bfa486e4a79536fb2f893b89c
--- /dev/null
+++ b/metadata/simple_spline/sample_000352.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 352,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001026462449128216,
+  "rq_actual": 0.0010264624491282163,
+  "ra_actual": 0.0008447715065072971,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    328,
+    117
+  ],
+  "physical_dimensions": [
+    0.1889690179100071,
+    0.04965776051410519
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00046024418202639245,
+    "max_slope": 0.0010275504085773823,
+    "height_range": 0.0965811907798364,
+    "mean_height": 0.034872504626107186,
+    "std_height": 0.02532156443181761
+  },
+  "generation_timestamp": "2025-11-08T03:06:50.865611",
+  "correlation_length": 0.015043290908762932,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7681977377863349,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4365085547349119,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000357.json b/metadata/simple_spline/sample_000357.json
new file mode 100644
index 0000000000000000000000000000000000000000..88254b05939f3f68bb31f780ab73b392b0fda2e2
--- /dev/null
+++ b/metadata/simple_spline/sample_000357.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 357,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011933755735676983,
+  "rq_actual": 0.0011933755735676983,
+  "ra_actual": 0.0009895011850865282,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    284,
+    181
+  ],
+  "physical_dimensions": [
+    0.16509544183696784,
+    0.04650294798655408
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010805578862434072,
+    "max_slope": 0.0017560883432876152,
+    "height_range": 0.1703690558040858,
+    "mean_height": -0.019247428410663132,
+    "std_height": 0.05656041855787848
+  },
+  "generation_timestamp": "2025-11-08T03:06:51.516637",
+  "correlation_length": 0.008720738874571745,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7233696013849141,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.428040076944193,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000358.json b/metadata/simple_spline/sample_000358.json
new file mode 100644
index 0000000000000000000000000000000000000000..56644304eb6c93db0388b377a4fbdb199d171d29
--- /dev/null
+++ b/metadata/simple_spline/sample_000358.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 358,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003500486054415777,
+  "rq_actual": 0.0035004860544157767,
+  "ra_actual": 0.0029179881430694997,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    391,
+    167
+  ],
+  "physical_dimensions": [
+    0.1947639470845832,
+    0.04065369238212103
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012077260826675556,
+    "max_slope": 0.0049042841379394325,
+    "height_range": 0.19366987335725305,
+    "mean_height": 0.03771402653653549,
+    "std_height": 0.04059008519938288
+  },
+  "generation_timestamp": "2025-11-08T03:06:51.694214",
+  "correlation_length": 0.04118084413796335,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6761339934931317,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4132688623131483,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000361.json b/metadata/simple_spline/sample_000361.json
new file mode 100644
index 0000000000000000000000000000000000000000..01fdbfff0bd93c62a508c56fa1b1ea49a569c66c
--- /dev/null
+++ b/metadata/simple_spline/sample_000361.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 361,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0019675050592543116,
+  "rq_actual": 0.0019675050592543116,
+  "ra_actual": 0.0016196060420738921,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    270,
+    158
+  ],
+  "physical_dimensions": [
+    0.19385668621156565,
+    0.05167432581885764
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001495263563933262,
+    "max_slope": 0.004181501052821869,
+    "height_range": 0.1905607182789824,
+    "mean_height": 0.01682987478344293,
+    "std_height": 0.05159324577980295
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.042341",
+  "correlation_length_x": 0.0773358836784248,
+  "correlation_length_y": 0.01104643161178246,
+  "orientation": 58.79777849305446,
+  "anisotropy_ratio": 7.000983339808666,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.782470892056411,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47828299816240644,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000369.json b/metadata/simple_spline/sample_000369.json
new file mode 100644
index 0000000000000000000000000000000000000000..125a84a6c08216ef949afdf1070cccd535bc495a
--- /dev/null
+++ b/metadata/simple_spline/sample_000369.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 369,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0010075336716379231,
+  "rq_actual": 0.0010075336716379231,
+  "ra_actual": 0.0008273276768729535,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    319,
+    193
+  ],
+  "physical_dimensions": [
+    0.17472440585093665,
+    0.10025703445932581
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005072235211130929,
+    "max_slope": 0.0014433600299984112,
+    "height_range": 0.08928220184838628,
+    "mean_height": 0.06420946805247443,
+    "std_height": 0.025218632761511626
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.993968",
+  "correlation_length_x": 0.046199701229469835,
+  "correlation_length_y": 0.005498939912226951,
+  "orientation": 125.13227141705528,
+  "anisotropy_ratio": 8.401565022877286,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8144659233219901,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47368432309638425,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000372.json b/metadata/simple_spline/sample_000372.json
new file mode 100644
index 0000000000000000000000000000000000000000..9761d9e3ee926097e12bde96c2433d032b08a3c8
--- /dev/null
+++ b/metadata/simple_spline/sample_000372.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 372,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0023849653778981903,
+  "rq_actual": 0.0023849653778981903,
+  "ra_actual": 0.0019265968420066483,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    303,
+    137
+  ],
+  "physical_dimensions": [
+    0.17975415548827922,
+    0.0981967823209601
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000680754199959409,
+    "max_slope": 0.0025366319594182854,
+    "height_range": 0.12739416780333532,
+    "mean_height": -0.023402108381871043,
+    "std_height": 0.03027522088384685
+  },
+  "generation_timestamp": "2025-11-08T03:06:53.395498",
+  "correlation_length_x": 0.037616874317922586,
+  "correlation_length_y": 0.004512291024762486,
+  "orientation": 30.0,
+  "anisotropy_ratio": 8.33653550081084,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8043871671485641,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4508712963847471,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000376.json b/metadata/simple_spline/sample_000376.json
new file mode 100644
index 0000000000000000000000000000000000000000..9903eb34d9ba662e45b4926107ac353c43b0cc17
--- /dev/null
+++ b/metadata/simple_spline/sample_000376.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 376,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0019459177253433892,
+  "rq_actual": 0.0019459177253433892,
+  "ra_actual": 0.001582672562045122,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    397,
+    140
+  ],
+  "physical_dimensions": [
+    0.17056419110150345,
+    0.03826828756620839
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005593633102586395,
+    "max_slope": 0.002007164005280119,
+    "height_range": 0.1497187212749868,
+    "mean_height": 0.007035306304145417,
+    "std_height": 0.03362317074725805
+  },
+  "generation_timestamp": "2025-11-08T03:10:03.632213",
+  "correlation_length": 0.047204380267454174,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8063670557902989,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3886112767863906,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000378.json b/metadata/simple_spline/sample_000378.json
new file mode 100644
index 0000000000000000000000000000000000000000..de0cbd80889c299bee9d439e3f76f6ddc9a53315
--- /dev/null
+++ b/metadata/simple_spline/sample_000378.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 378,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.00134581356717156,
+  "rq_actual": 0.00134581356717156,
+  "ra_actual": 0.0011046820032756957,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    357,
+    106
+  ],
+  "physical_dimensions": [
+    0.19190864658231588,
+    0.04411044358943994
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000555240173200413,
+    "max_slope": 0.0019135571205667196,
+    "height_range": 0.14178378203147118,
+    "mean_height": 0.02747168189325679,
+    "std_height": 0.03790952674971185
+  },
+  "generation_timestamp": "2025-11-08T03:10:03.846022",
+  "correlation_length_x": 0.07660608425580824,
+  "correlation_length_y": 0.021243685396316235,
+  "orientation": 158.14923300610462,
+  "anisotropy_ratio": 3.6060637703235865,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8350902990835355,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4397626289902824,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000380.json b/metadata/simple_spline/sample_000380.json
new file mode 100644
index 0000000000000000000000000000000000000000..608ccf2367cf9322ba4c1644287de6d92355eca7
--- /dev/null
+++ b/metadata/simple_spline/sample_000380.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 380,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002482326302580897,
+  "rq_actual": 0.002482326302580897,
+  "ra_actual": 0.0020169328242931744,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    369,
+    166
+  ],
+  "physical_dimensions": [
+    0.19478455773930925,
+    0.10179081806311657
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00033459526046715135,
+    "max_slope": 0.0007822523905698237,
+    "height_range": 0.08975843377121537,
+    "mean_height": -0.014771852532942099,
+    "std_height": 0.02389479028314893
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.188226",
+  "correlation_length_x": 0.020542420767150994,
+  "correlation_length_y": 0.007319457008839612,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.8065498222535066,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7297825159615146,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3699988228175011,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000387.json b/metadata/simple_spline/sample_000387.json
new file mode 100644
index 0000000000000000000000000000000000000000..80657f89b2e0277c5d23bc8f1a5b4e472f4219e8
--- /dev/null
+++ b/metadata/simple_spline/sample_000387.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 387,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004557469417807506,
+  "rq_actual": 0.004557469417807506,
+  "ra_actual": 0.003662839171210444,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    318,
+    111
+  ],
+  "physical_dimensions": [
+    0.1858746517242171,
+    0.08763379835143245
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005650667230885688,
+    "max_slope": 0.0011579393612710827,
+    "height_range": 0.09499254547074043,
+    "mean_height": -0.04294363510754714,
+    "std_height": 0.026963369179160354
+  },
+  "generation_timestamp": "2025-11-08T03:10:05.073035",
+  "correlation_length": 0.03154195386088622,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.761740818543258,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4105627126366233,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000399.json b/metadata/simple_spline/sample_000399.json
new file mode 100644
index 0000000000000000000000000000000000000000..a92c90aeb2c76a640266aca3960a258cd4fd4cd6
--- /dev/null
+++ b/metadata/simple_spline/sample_000399.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 399,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0010487144785283552,
+  "rq_actual": 0.0010487144785283552,
+  "ra_actual": 0.0008451297771870891,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    262,
+    192
+  ],
+  "physical_dimensions": [
+    0.16668707090754525,
+    0.040253826105590265
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016560620889330467,
+    "max_slope": 0.006315283813159767,
+    "height_range": 0.20191111944063034,
+    "mean_height": -0.015937475229855183,
+    "std_height": 0.07120217435563769
+  },
+  "generation_timestamp": "2025-11-08T03:10:06.386343",
+  "correlation_length": 0.021811445116234812,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6674914623247146,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3719597556237611,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000400.json b/metadata/simple_spline/sample_000400.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb5a9ff7fb891f28cb4b8d9d24bfb6319ce5c02a
--- /dev/null
+++ b/metadata/simple_spline/sample_000400.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 400,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0005455170163867782,
+  "rq_actual": 0.0005455170163867781,
+  "ra_actual": 0.0004513675379952486,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    381,
+    154
+  ],
+  "physical_dimensions": [
+    0.1618847353006673,
+    0.08699114274663136
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006856443047541793,
+    "max_slope": 0.003496713361971507,
+    "height_range": 0.17838094292327938,
+    "mean_height": -0.052072927222590645,
+    "std_height": 0.036367767729821525
+  },
+  "generation_timestamp": "2025-11-08T03:13:15.601546",
+  "correlation_length": 0.037881167111452736,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7454400906736328,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.418314117336273,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000417.json b/metadata/simple_spline/sample_000417.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f98bd7f62a407ec109e253477561873f55d4cd3
--- /dev/null
+++ b/metadata/simple_spline/sample_000417.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 417,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0030329405799504293,
+  "rq_actual": 0.0030329405799504293,
+  "ra_actual": 0.0024987205496524814,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    325,
+    152
+  ],
+  "physical_dimensions": [
+    0.1664468173977997,
+    0.06280239605456488
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004888818224051696,
+    "max_slope": 0.00154166039771933,
+    "height_range": 0.132204499349387,
+    "mean_height": 0.019340465138522105,
+    "std_height": 0.036383802184841524
+  },
+  "generation_timestamp": "2025-11-08T03:13:17.869941",
+  "correlation_length_x": 0.010993944508212597,
+  "correlation_length_y": 0.008271425795249825,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.3291474505551728,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7904489901302351,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33166242832891873,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000421.json b/metadata/simple_spline/sample_000421.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea2ca54ff3833ecd15698bcbd18861d51ee95273
--- /dev/null
+++ b/metadata/simple_spline/sample_000421.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 421,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011556955186693442,
+  "rq_actual": 0.001155695518669344,
+  "ra_actual": 0.0009379372025652027,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    316,
+    164
+  ],
+  "physical_dimensions": [
+    0.17601841062675946,
+    0.041283373004413475
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011372157019909083,
+    "max_slope": 0.003006520190656878,
+    "height_range": 0.15317935808247504,
+    "mean_height": -0.005579785237576885,
+    "std_height": 0.05488409647107113
+  },
+  "generation_timestamp": "2025-11-08T03:13:18.438576",
+  "correlation_length": 0.056943085079578314,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.739263632478813,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34840004600952357,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000436.json b/metadata/simple_spline/sample_000436.json
new file mode 100644
index 0000000000000000000000000000000000000000..351e5bc15e5b1f785ea3620081aa0789d2ea5797
--- /dev/null
+++ b/metadata/simple_spline/sample_000436.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 436,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003137318751669638,
+  "rq_actual": 0.003137318751669638,
+  "ra_actual": 0.0024834376566638767,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    375,
+    118
+  ],
+  "physical_dimensions": [
+    0.16980875488566652,
+    0.09677529355513077
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013701777316392483,
+    "max_slope": 0.0034340963699630196,
+    "height_range": 0.2057516522935675,
+    "mean_height": -0.028424731868650768,
+    "std_height": 0.06601921808449956
+  },
+  "generation_timestamp": "2025-11-08T03:16:31.390114",
+  "correlation_length": 0.014531873457064696,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8430772626341284,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3403460129772338,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000451.json b/metadata/simple_spline/sample_000451.json
new file mode 100644
index 0000000000000000000000000000000000000000..6ea860fc6cc2d39eafeca2031c382c5f82f8164f
--- /dev/null
+++ b/metadata/simple_spline/sample_000451.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 451,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0010414335232574615,
+  "rq_actual": 0.0010414335232574615,
+  "ra_actual": 0.0008557770843476095,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    351,
+    195
+  ],
+  "physical_dimensions": [
+    0.17592724324611345,
+    0.05092823232276229
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00047570809371402236,
+    "max_slope": 0.0006613388008339521,
+    "height_range": 0.16649783279990785,
+    "mean_height": 0.0172478752878655,
+    "std_height": 0.04844774000117459
+  },
+  "generation_timestamp": "2025-11-08T03:19:31.967997",
+  "correlation_length_x": 0.0424602892254493,
+  "correlation_length_y": 0.004144013380757801,
+  "orientation": 15.0,
+  "anisotropy_ratio": 10.246175705563175,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6519754976403531,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4418853771989687,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000462.json b/metadata/simple_spline/sample_000462.json
new file mode 100644
index 0000000000000000000000000000000000000000..9254ad54b276263e746179e2339653dd1c691cd0
--- /dev/null
+++ b/metadata/simple_spline/sample_000462.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 462,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0023792152870309594,
+  "rq_actual": 0.002379215287030959,
+  "ra_actual": 0.0018957168718972514,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    236,
+    192
+  ],
+  "physical_dimensions": [
+    0.18365386298945155,
+    0.04467206178954959
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009700246107103016,
+    "max_slope": 0.0020038687986752082,
+    "height_range": 0.12333946512697654,
+    "mean_height": 0.029677023453463038,
+    "std_height": 0.03453761504023712
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.070943",
+  "correlation_length_x": 0.014041330531681426,
+  "correlation_length_y": 0.014221792601695277,
+  "orientation": 0.0,
+  "anisotropy_ratio": 0.9873108773930271,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7993674281399756,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43841919506808014,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000465.json b/metadata/simple_spline/sample_000465.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a54a2275acaf06fb69cfa9ca64f56c083446a8c
--- /dev/null
+++ b/metadata/simple_spline/sample_000465.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 465,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0013142643632310601,
+  "rq_actual": 0.00131426436323106,
+  "ra_actual": 0.0010691990701439237,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    269,
+    168
+  ],
+  "physical_dimensions": [
+    0.1622929745916284,
+    0.0577134638775365
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005098517594260019,
+    "max_slope": 0.001151511894429436,
+    "height_range": 0.09051249808136465,
+    "mean_height": 0.07279534768485531,
+    "std_height": 0.023751029780656446
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.422725",
+  "correlation_length": 0.0671460061297433,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6998902024646437,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36804656494116234,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000468.json b/metadata/simple_spline/sample_000468.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a1d4cb1e6c94ce2c74d0f19fa8420fc15e4bee6
--- /dev/null
+++ b/metadata/simple_spline/sample_000468.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 468,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002357483464007969,
+  "rq_actual": 0.0023574834640079693,
+  "ra_actual": 0.001938044583487013,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    215,
+    129
+  ],
+  "physical_dimensions": [
+    0.1704504123991396,
+    0.07467427496869314
+  ],
+  "curvature_statistics": {
+    "mean_slope": 4.8904732945265554e-05,
+    "max_slope": 9.923633821568023e-05,
+    "height_range": 0.005464181865508122,
+    "mean_height": -0.07113344321250625,
+    "std_height": 0.0015735147471185856
+  },
+  "generation_timestamp": "2025-11-08T03:19:33.705722",
+  "correlation_length_x": 0.18502540763664135,
+  "correlation_length_y": 0.03464566931263282,
+  "orientation": 72.65613211079966,
+  "anisotropy_ratio": 5.340506080775172,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7834884424150083,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4170112314469413,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000473.json b/metadata/simple_spline/sample_000473.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f4f1a5de1649ba36dedd794967a30b226ac6ee5
--- /dev/null
+++ b/metadata/simple_spline/sample_000473.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 473,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004371705583677532,
+  "rq_actual": 0.004371705583677532,
+  "ra_actual": 0.0035087175421067715,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    229,
+    199
+  ],
+  "physical_dimensions": [
+    0.15641558323665206,
+    0.033863510030123806
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007394065477668987,
+    "max_slope": 0.0045503294434541125,
+    "height_range": 0.14273719361669585,
+    "mean_height": -0.07613050992744551,
+    "std_height": 0.028593019690620104
+  },
+  "generation_timestamp": "2025-11-08T03:19:34.314402",
+  "correlation_length_x": 0.12309246589015611,
+  "correlation_length_y": 0.008731744790993774,
+  "orientation": 65.63151605364132,
+  "anisotropy_ratio": 14.09712134705517,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7303479003610673,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3768547698693578,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000474.json b/metadata/simple_spline/sample_000474.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9269c319796d137da207b66d0e979f0a3240430
--- /dev/null
+++ b/metadata/simple_spline/sample_000474.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 474,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003018344494665736,
+  "rq_actual": 0.003018344494665736,
+  "ra_actual": 0.0023766946776459367,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    342,
+    131
+  ],
+  "physical_dimensions": [
+    0.17299068009038113,
+    0.051686006500107615
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007453821199856401,
+    "max_slope": 0.0015890456279439302,
+    "height_range": 0.15244196612251357,
+    "mean_height": 0.011355727600028774,
+    "std_height": 0.05543348282793942
+  },
+  "generation_timestamp": "2025-11-08T03:19:34.417230",
+  "correlation_length_x": 0.02815894837741216,
+  "correlation_length_y": 0.0125257528944736,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.248084295981599,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.83932940629376,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43313460142426274,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000475.json b/metadata/simple_spline/sample_000475.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e166ff97c5d8575cf74b0d8a82d68d67cc653dd
--- /dev/null
+++ b/metadata/simple_spline/sample_000475.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 475,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0029591532118690357,
+  "rq_actual": 0.0029591532118690357,
+  "ra_actual": 0.002393811400823464,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    326,
+    127
+  ],
+  "physical_dimensions": [
+    0.17060375469867983,
+    0.03428961504270727
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00046455542338165364,
+    "max_slope": 0.0009771074544714744,
+    "height_range": 0.08455312381139725,
+    "mean_height": -0.05725982035349236,
+    "std_height": 0.023125204650789547
+  },
+  "generation_timestamp": "2025-11-08T03:22:24.188577",
+  "correlation_length": 0.0523318768156386,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.814863831164922,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4018349482151985,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000476.json b/metadata/simple_spline/sample_000476.json
new file mode 100644
index 0000000000000000000000000000000000000000..c19767b95eff94835e71f96ce65cf2f1d59f93a3
--- /dev/null
+++ b/metadata/simple_spline/sample_000476.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 476,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0021345191524268447,
+  "rq_actual": 0.0021345191524268447,
+  "ra_actual": 0.001741550896138542,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    275,
+    174
+  ],
+  "physical_dimensions": [
+    0.19668205309639597,
+    0.11185997727155017
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004966824306547812,
+    "max_slope": 0.0006706991308738919,
+    "height_range": 0.13609098599941005,
+    "mean_height": 0.017429929509080667,
+    "std_height": 0.03959256049870684
+  },
+  "generation_timestamp": "2025-11-08T03:22:24.305332",
+  "correlation_length": 0.030336948255855322,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7398193390775883,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4908000578738102,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000508.json b/metadata/simple_spline/sample_000508.json
new file mode 100644
index 0000000000000000000000000000000000000000..170de1832bc99478cbac0ef980f9fa24ea7b9cd4
--- /dev/null
+++ b/metadata/simple_spline/sample_000508.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 508,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0032266880573059487,
+  "rq_actual": 0.0032266880573059487,
+  "ra_actual": 0.0026422537552548814,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    257,
+    163
+  ],
+  "physical_dimensions": [
+    0.18323404791137857,
+    0.037981481134658414
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005546546428822231,
+    "max_slope": 0.001300993847246551,
+    "height_range": 0.10527685564007751,
+    "mean_height": 0.004467929850921286,
+    "std_height": 0.028225542442714132
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.047099",
+  "correlation_length_x": 0.043452160664340586,
+  "correlation_length_y": 0.0031121233330340587,
+  "orientation": 15.0,
+  "anisotropy_ratio": 13.962223220112032,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6933849033202593,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4277673037349806,
+    "fractal_modes": 60
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000512.json b/metadata/simple_spline/sample_000512.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d6f84fff6d4893581eecdc1bc1a6519b7b19fcb
--- /dev/null
+++ b/metadata/simple_spline/sample_000512.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 512,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0030632730929666596,
+  "rq_actual": 0.00306327309296666,
+  "ra_actual": 0.0024983751033531136,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    291,
+    184
+  ],
+  "physical_dimensions": [
+    0.16296909664669626,
+    0.034204511903665975
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000573231735503907,
+    "max_slope": 0.001245701500026522,
+    "height_range": 0.10018316507113852,
+    "mean_height": 0.0213232394709451,
+    "std_height": 0.026566195509794614
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.562404",
+  "correlation_length_x": 0.041615492719026696,
+  "correlation_length_y": 0.011552355656111311,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.6023382553160648,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7931914823522467,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4950861721137365,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000515.json b/metadata/simple_spline/sample_000515.json
new file mode 100644
index 0000000000000000000000000000000000000000..929a44d8580fbeb4cd60120210fe593a2cd14a65
--- /dev/null
+++ b/metadata/simple_spline/sample_000515.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 515,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0027921753155993522,
+  "rq_actual": 0.0027921753155993522,
+  "ra_actual": 0.002305548214198241,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    206,
+    130
+  ],
+  "physical_dimensions": [
+    0.18511392788492947,
+    0.1162568236153584
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007555374150745736,
+    "max_slope": 0.0019335413034491586,
+    "height_range": 0.07427331331461094,
+    "mean_height": -0.03902716149268727,
+    "std_height": 0.024924264772687457
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.884292",
+  "correlation_length_x": 0.03384617603866149,
+  "correlation_length_y": 0.008488195528764904,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.9874406667427893,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7128096460528441,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34006458118452904,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000520.json b/metadata/simple_spline/sample_000520.json
new file mode 100644
index 0000000000000000000000000000000000000000..65a16606c3a5f53f12458fe5a88eb44a78ea8648
--- /dev/null
+++ b/metadata/simple_spline/sample_000520.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 520,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0007423739596671189,
+  "rq_actual": 0.0007423739596671189,
+  "ra_actual": 0.0006156971306245951,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    242,
+    133
+  ],
+  "physical_dimensions": [
+    0.19185881262143886,
+    0.05359996938680747
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001232208856238184,
+    "max_slope": 0.004993396629416627,
+    "height_range": 0.13269816396799272,
+    "mean_height": -0.004926932190550075,
+    "std_height": 0.03466797093670709
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.440221",
+  "correlation_length_x": 0.03752288521408914,
+  "correlation_length_y": 0.0038768088695367185,
+  "orientation": 33.9862673049465,
+  "anisotropy_ratio": 9.67880710058661,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8143012159843638,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36379672751385866,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000535.json b/metadata/simple_spline/sample_000535.json
new file mode 100644
index 0000000000000000000000000000000000000000..e062482931aac6f21cf50a8945c592bab74b5099
--- /dev/null
+++ b/metadata/simple_spline/sample_000535.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 535,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0014013268950792922,
+  "rq_actual": 0.0014013268950792922,
+  "ra_actual": 0.001141020337896949,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    338,
+    180
+  ],
+  "physical_dimensions": [
+    0.16893269742816366,
+    0.035145400881612464
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006647318913898866,
+    "max_slope": 0.0009780235303052257,
+    "height_range": 0.11197172831728203,
+    "mean_height": 0.0057914132303463995,
+    "std_height": 0.038483062263859065
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.550813",
+  "correlation_length": 0.03349801056115636,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6898683173723544,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46285598520000987,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000546.json b/metadata/simple_spline/sample_000546.json
new file mode 100644
index 0000000000000000000000000000000000000000..6542ae71802d8980450325b734c75c51c44570a1
--- /dev/null
+++ b/metadata/simple_spline/sample_000546.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 546,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003503892839896757,
+  "rq_actual": 0.003503892839896757,
+  "ra_actual": 0.0028797968059719493,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    319,
+    112
+  ],
+  "physical_dimensions": [
+    0.1701159674773547,
+    0.08965497192394886
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005583612251207756,
+    "max_slope": 0.0019073930220477944,
+    "height_range": 0.07069010517753875,
+    "mean_height": 0.03616671341337333,
+    "std_height": 0.023849261871322174
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.790564",
+  "correlation_length": 0.0696150164417955,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6945202469809296,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.494395070396904,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000553.json b/metadata/simple_spline/sample_000553.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a307b5dee691765ee105f59c87b53ed62133907
--- /dev/null
+++ b/metadata/simple_spline/sample_000553.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 553,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0010430561175809002,
+  "rq_actual": 0.0010430561175809004,
+  "ra_actual": 0.0008550615658772812,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    281,
+    147
+  ],
+  "physical_dimensions": [
+    0.17796943867393544,
+    0.051387496717269075
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004350046854609179,
+    "max_slope": 0.0017930659762021746,
+    "height_range": 0.0802670817790744,
+    "mean_height": 0.026479140960492593,
+    "std_height": 0.02587739892935433
+  },
+  "generation_timestamp": "2025-11-08T03:31:43.956190",
+  "correlation_length_x": 0.03561188084826176,
+  "correlation_length_y": 0.012869561131356032,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.767140268792478,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8377106270100464,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4283509132808807,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000566.json b/metadata/simple_spline/sample_000566.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2433017f00c5d3c95b83dd32418c25f84b70a4e
--- /dev/null
+++ b/metadata/simple_spline/sample_000566.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 566,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004405617724250836,
+  "rq_actual": 0.004405617724250836,
+  "ra_actual": 0.0034984840257500727,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    369,
+    146
+  ],
+  "physical_dimensions": [
+    0.1886837718526286,
+    0.0656781588919565
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007112684205639719,
+    "max_slope": 0.001562102474108415,
+    "height_range": 0.16126136982158,
+    "mean_height": 0.0367810817932412,
+    "std_height": 0.04248259650255716
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.421477",
+  "correlation_length_x": 0.031001704812894746,
+  "correlation_length_y": 0.004322351826611202,
+  "orientation": 162.1466902733627,
+  "anisotropy_ratio": 7.172415864444014,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6956580812529757,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3295563505448097,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000577.json b/metadata/simple_spline/sample_000577.json
new file mode 100644
index 0000000000000000000000000000000000000000..b806aa84ad74bd1c0023394eefef584e140585fe
--- /dev/null
+++ b/metadata/simple_spline/sample_000577.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 577,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.00231748509968712,
+  "rq_actual": 0.0023174850996871194,
+  "ra_actual": 0.0018725087862136722,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    335,
+    100
+  ],
+  "physical_dimensions": [
+    0.1995436037597456,
+    0.04207067654532771
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00026806641919337675,
+    "max_slope": 0.0006363306546786549,
+    "height_range": 0.06921248849337336,
+    "mean_height": -0.05079095830766829,
+    "std_height": 0.018794867085379842
+  },
+  "generation_timestamp": "2025-11-08T03:34:49.955152",
+  "correlation_length_x": 0.03759818787423862,
+  "correlation_length_y": 0.010330159691807105,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.6396521443959773,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7256615956979535,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33701019813353383,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000578.json b/metadata/simple_spline/sample_000578.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a1b1686851976550e4e3cfcacf11984ae0171f7
--- /dev/null
+++ b/metadata/simple_spline/sample_000578.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 578,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001736135243741163,
+  "rq_actual": 0.0017361352437411629,
+  "ra_actual": 0.0014235019176554052,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    385,
+    152
+  ],
+  "physical_dimensions": [
+    0.1611104960352362,
+    0.04999694164840005
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0015052660750845851,
+    "max_slope": 0.00421205186248385,
+    "height_range": 0.21803828128741504,
+    "mean_height": -0.011571587807151139,
+    "std_height": 0.06815333134749428
+  },
+  "generation_timestamp": "2025-11-08T03:34:50.109763",
+  "correlation_length_x": 0.03300651417692236,
+  "correlation_length_y": 0.00637377828028704,
+  "orientation": 15.0,
+  "anisotropy_ratio": 5.178484836694998,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8471756532716574,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4636470380616642,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000579.json b/metadata/simple_spline/sample_000579.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2caa5825c9c453d3631eba2e6b691c6e5d84ee4
--- /dev/null
+++ b/metadata/simple_spline/sample_000579.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 579,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002930442323897816,
+  "rq_actual": 0.0029304423238978154,
+  "ra_actual": 0.0023746390107263113,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    252,
+    112
+  ],
+  "physical_dimensions": [
+    0.1870224667604446,
+    0.0778010482438674
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007107848015744404,
+    "max_slope": 0.0012762651280560783,
+    "height_range": 0.17840698519518455,
+    "mean_height": 0.03234717571168891,
+    "std_height": 0.052803155504464544
+  },
+  "generation_timestamp": "2025-11-08T03:34:50.175141",
+  "correlation_length_x": 0.019804380640786087,
+  "correlation_length_y": 0.023066556366495655,
+  "orientation": 0.0,
+  "anisotropy_ratio": 0.8585755205988224,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7958573455073541,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45357587956174233,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000596.json b/metadata/simple_spline/sample_000596.json
new file mode 100644
index 0000000000000000000000000000000000000000..28f96afdc1f26d9dc538cd623b9a739b1fd9db2f
--- /dev/null
+++ b/metadata/simple_spline/sample_000596.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 596,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0014384994678046852,
+  "rq_actual": 0.0014384994678046852,
+  "ra_actual": 0.0011542612884504755,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    242,
+    150
+  ],
+  "physical_dimensions": [
+    0.1897923542594746,
+    0.0494708001203152
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014056363527650726,
+    "max_slope": 0.005575506581858278,
+    "height_range": 0.1672069636421813,
+    "mean_height": 0.023877467329029976,
+    "std_height": 0.03941798381550472
+  },
+  "generation_timestamp": "2025-11-08T03:34:52.291708",
+  "correlation_length_x": 0.035961788598495706,
+  "correlation_length_y": 0.005150827816651669,
+  "orientation": 0.0,
+  "anisotropy_ratio": 6.981749318476134,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7937477814501397,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.467148828259417,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000597.json b/metadata/simple_spline/sample_000597.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ce5e71c99de764f0f05bb596d0f27f2d60ecef3
--- /dev/null
+++ b/metadata/simple_spline/sample_000597.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 597,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003286122069590214,
+  "rq_actual": 0.003286122069590214,
+  "ra_actual": 0.002628442933584226,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    237,
+    162
+  ],
+  "physical_dimensions": [
+    0.15131980834702888,
+    0.07195016964403121
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011692674157360832,
+    "max_slope": 0.006468730877414508,
+    "height_range": 0.14846767464477298,
+    "mean_height": -0.019577648459971567,
+    "std_height": 0.03444438972678253
+  },
+  "generation_timestamp": "2025-11-08T03:34:52.382015",
+  "correlation_length": 0.008444667735445426,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8351380537220671,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3362957366306716,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000604.json b/metadata/simple_spline/sample_000604.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e62ae3c7335218cefc22cbf5a31f29362ff5ac1
--- /dev/null
+++ b/metadata/simple_spline/sample_000604.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 604,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003740825212121311,
+  "rq_actual": 0.0037408252121213115,
+  "ra_actual": 0.0030722083326616928,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    228,
+    124
+  ],
+  "physical_dimensions": [
+    0.19147187720674583,
+    0.09960947471595477
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001105255761880095,
+    "max_slope": 0.004671935626692575,
+    "height_range": 0.15647838411464834,
+    "mean_height": 0.014863976659303453,
+    "std_height": 0.031470403728156154
+  },
+  "generation_timestamp": "2025-11-08T03:37:45.435019",
+  "correlation_length_x": 0.023149396827469852,
+  "correlation_length_y": 0.005275503839497477,
+  "orientation": 0.0,
+  "anisotropy_ratio": 4.388092120064682,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7542310907729811,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3233773807847346,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000607.json b/metadata/simple_spline/sample_000607.json
new file mode 100644
index 0000000000000000000000000000000000000000..3890c4d312976e7b7d893f79841dc43ecf90dc4d
--- /dev/null
+++ b/metadata/simple_spline/sample_000607.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 607,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0006499562829289762,
+  "rq_actual": 0.0006499562829289762,
+  "ra_actual": 0.0005410862318914898,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    380,
+    176
+  ],
+  "physical_dimensions": [
+    0.18741019751435153,
+    0.06753655670996088
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006883738936415055,
+    "max_slope": 0.0014210290002423798,
+    "height_range": 0.14025817747887986,
+    "mean_height": 0.023937162401555388,
+    "std_height": 0.039376605345957466
+  },
+  "generation_timestamp": "2025-11-08T03:37:45.904676",
+  "correlation_length_x": 0.0498261909244612,
+  "correlation_length_y": 0.0030095508297783664,
+  "orientation": 7.637459727847702,
+  "anisotropy_ratio": 16.55602239093286,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7095649282322987,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36016309208100106,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000611.json b/metadata/simple_spline/sample_000611.json
new file mode 100644
index 0000000000000000000000000000000000000000..32334f90a093c7c35604d550132e325e25cb5951
--- /dev/null
+++ b/metadata/simple_spline/sample_000611.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 611,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002381173416475536,
+  "rq_actual": 0.002381173416475536,
+  "ra_actual": 0.0019416490876643727,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    290,
+    154
+  ],
+  "physical_dimensions": [
+    0.1987295251320223,
+    0.046238358787388426
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012939281928888119,
+    "max_slope": 0.004475740409686093,
+    "height_range": 0.12792825760568854,
+    "mean_height": 0.005146819304467024,
+    "std_height": 0.04087247145151949
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.304868",
+  "correlation_length": 0.014853497708959811,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7117420969688316,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3287009534766747,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000616.json b/metadata/simple_spline/sample_000616.json
new file mode 100644
index 0000000000000000000000000000000000000000..75e2a6e1d675b2e48d76220fae5ddb201e57dc51
--- /dev/null
+++ b/metadata/simple_spline/sample_000616.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 616,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004557469417807506,
+  "rq_actual": 0.004557469417807505,
+  "ra_actual": 0.0036910454150371583,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    377,
+    114
+  ],
+  "physical_dimensions": [
+    0.19910104557974656,
+    0.11617703272460611
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00032775815371234514,
+    "max_slope": 0.0007682606413673826,
+    "height_range": 0.09060114836238334,
+    "mean_height": 0.010071960831053977,
+    "std_height": 0.024175752275181626
+  },
+  "generation_timestamp": "2025-11-08T03:37:46.738817",
+  "correlation_length": 0.03154195386088622,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.761740818543258,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4105627126366233,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000625.json b/metadata/simple_spline/sample_000625.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7b21f445801f91956d7d708b22cec19417e97ac
--- /dev/null
+++ b/metadata/simple_spline/sample_000625.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 625,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0013032911685895389,
+  "rq_actual": 0.0013032911685895386,
+  "ra_actual": 0.00106043104242157,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    243,
+    140
+  ],
+  "physical_dimensions": [
+    0.15401730543317407,
+    0.05517964682654959
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005435193861275029,
+    "max_slope": 0.0012980559679535084,
+    "height_range": 0.10580018478494466,
+    "mean_height": 0.04173990715726426,
+    "std_height": 0.029243783686916228
+  },
+  "generation_timestamp": "2025-11-08T03:40:49.431404",
+  "correlation_length": 0.04479633136411848,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6792503768599659,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.493659756894535,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000638.json b/metadata/simple_spline/sample_000638.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ae70abe66e112d80ca6787126de6ca7f1dd44b2
--- /dev/null
+++ b/metadata/simple_spline/sample_000638.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 638,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0005919879884006134,
+  "rq_actual": 0.0005919879884006134,
+  "ra_actual": 0.0004881993299486735,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    263,
+    120
+  ],
+  "physical_dimensions": [
+    0.1502784424481737,
+    0.06153023192694181
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005137205909354987,
+    "max_slope": 0.001118576974454208,
+    "height_range": 0.0815805273013774,
+    "mean_height": -0.03296241271019593,
+    "std_height": 0.021611706983567555
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.037256",
+  "correlation_length": 0.08358540902705773,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.777089415654521,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4726980106170331,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000648.json b/metadata/simple_spline/sample_000648.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3a2102ab75d3544d1113a5f0d27960d80e3ff5a
--- /dev/null
+++ b/metadata/simple_spline/sample_000648.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 648,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0009250218848613249,
+  "rq_actual": 0.000925021884861325,
+  "ra_actual": 0.000764059664268836,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    314,
+    108
+  ],
+  "physical_dimensions": [
+    0.18925695933636416,
+    0.04440463359842907
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010077320582607848,
+    "max_slope": 0.003500933595811516,
+    "height_range": 0.09874916379679634,
+    "mean_height": -0.02320841424024647,
+    "std_height": 0.030503889565004112
+  },
+  "generation_timestamp": "2025-11-08T03:40:52.124384",
+  "correlation_length": 0.025616268242076228,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.826756955742322,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.48158479416705186,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000654.json b/metadata/simple_spline/sample_000654.json
new file mode 100644
index 0000000000000000000000000000000000000000..aaa3897dbe5840cd71b089964a80b45defc2b556
--- /dev/null
+++ b/metadata/simple_spline/sample_000654.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 654,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004751422569679236,
+  "rq_actual": 0.004751422569679235,
+  "ra_actual": 0.0038355468018649755,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    209,
+    180
+  ],
+  "physical_dimensions": [
+    0.17684833969832983,
+    0.058737825696578934
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0013070412293013781,
+    "max_slope": 0.002785939705420709,
+    "height_range": 0.15756994961271534,
+    "mean_height": -0.018414661736698257,
+    "std_height": 0.042461276566383294
+  },
+  "generation_timestamp": "2025-11-08T03:43:51.554367",
+  "correlation_length_x": 0.3041805319964585,
+  "correlation_length_y": 0.023149437670204078,
+  "orientation": 148.39048168656663,
+  "anisotropy_ratio": 13.139866995040357,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.752310272466961,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3059936213045646,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000670.json b/metadata/simple_spline/sample_000670.json
new file mode 100644
index 0000000000000000000000000000000000000000..8922889e9875947f638112ff6749e5c48960eb4c
--- /dev/null
+++ b/metadata/simple_spline/sample_000670.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 670,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0017949824177755694,
+  "rq_actual": 0.0017949824177755692,
+  "ra_actual": 0.0014722821829998482,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    326,
+    108
+  ],
+  "physical_dimensions": [
+    0.17571252767273166,
+    0.08340226656018805
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011759968283004934,
+    "max_slope": 0.00365360346926584,
+    "height_range": 0.12338875011029724,
+    "mean_height": 0.06279554755287974,
+    "std_height": 0.038825599088471024
+  },
+  "generation_timestamp": "2025-11-08T03:43:53.519423",
+  "correlation_length": 0.04408588600780336,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7111423518638278,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3750230713105951,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000676.json b/metadata/simple_spline/sample_000676.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c74a65f50dfa4b18c877a0df5fde2e131c6a4a9
--- /dev/null
+++ b/metadata/simple_spline/sample_000676.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 676,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0030521703399873,
+  "rq_actual": 0.0030521703399872995,
+  "ra_actual": 0.0025505579387514925,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    366,
+    131
+  ],
+  "physical_dimensions": [
+    0.17903513934817367,
+    0.094620642721812
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006861308554560955,
+    "max_slope": 0.0012251946682551736,
+    "height_range": 0.1633275560025133,
+    "mean_height": 0.011467205269842913,
+    "std_height": 0.05281019251560166
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.117836",
+  "correlation_length_x": 0.020752636017492443,
+  "correlation_length_y": 0.009947150080797131,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.086289625563727,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8213642016626601,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.33715702548752086,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000678.json b/metadata/simple_spline/sample_000678.json
new file mode 100644
index 0000000000000000000000000000000000000000..74abac7f41f5de7424e4e4b7dbbda9e00e584f30
--- /dev/null
+++ b/metadata/simple_spline/sample_000678.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 678,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0008476663201391649,
+  "rq_actual": 0.000847666320139165,
+  "ra_actual": 0.0006893989946357991,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    337,
+    165
+  ],
+  "physical_dimensions": [
+    0.16834294758588628,
+    0.03440382318809971
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0001663810536388805,
+    "max_slope": 0.00024950215547374366,
+    "height_range": 0.02803610304664619,
+    "mean_height": 0.020508610912226412,
+    "std_height": 0.00966464875705542
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.377738",
+  "correlation_length": 0.05357328837041482,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.724145303806987,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3461979751371891,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000679.json b/metadata/simple_spline/sample_000679.json
new file mode 100644
index 0000000000000000000000000000000000000000..aeac6169d9071e61d34a868cff358f5a4a5bdc55
--- /dev/null
+++ b/metadata/simple_spline/sample_000679.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 679,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011292213328261656,
+  "rq_actual": 0.0011292213328261656,
+  "ra_actual": 0.0009281860700723897,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    217,
+    117
+  ],
+  "physical_dimensions": [
+    0.1732494248763889,
+    0.0382510285084022
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004303442287198616,
+    "max_slope": 0.0008099392904776723,
+    "height_range": 0.09295435340349009,
+    "mean_height": 0.0019620871607958596,
+    "std_height": 0.027660541970152212
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.456873",
+  "correlation_length_x": 0.23021524985959943,
+  "correlation_length_y": 0.041405415137756404,
+  "orientation": 28.346043485818594,
+  "anisotropy_ratio": 5.560027573535249,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8422125309466265,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35052013244193353,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000683.json b/metadata/simple_spline/sample_000683.json
new file mode 100644
index 0000000000000000000000000000000000000000..80e01502aa7805a8f4ec4213483532d4c5d61f8e
--- /dev/null
+++ b/metadata/simple_spline/sample_000683.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 683,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0015587013307289722,
+  "rq_actual": 0.0015587013307289724,
+  "ra_actual": 0.0012701504102586897,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    380,
+    119
+  ],
+  "physical_dimensions": [
+    0.15065792398369102,
+    0.03923126727956719
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010930256506613669,
+    "max_slope": 0.004576524321664818,
+    "height_range": 0.15957583798324249,
+    "mean_height": -0.024292352784253055,
+    "std_height": 0.0507251169001528
+  },
+  "generation_timestamp": "2025-11-08T03:46:47.826090",
+  "correlation_length": 0.014162929751139745,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8101688669450132,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44912788867058323,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000685.json b/metadata/simple_spline/sample_000685.json
new file mode 100644
index 0000000000000000000000000000000000000000..68a035e85a4daa3c65bcd1bb695bb73f40af232f
--- /dev/null
+++ b/metadata/simple_spline/sample_000685.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 685,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0022457429120035515,
+  "rq_actual": 0.002245742912003551,
+  "ra_actual": 0.0018154956966964085,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    242,
+    186
+  ],
+  "physical_dimensions": [
+    0.1934983314815472,
+    0.05610810093086465
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004791789480495614,
+    "max_slope": 0.0010793522480095942,
+    "height_range": 0.07608605127970748,
+    "mean_height": 0.0340076894857952,
+    "std_height": 0.019976335286440314
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.060282",
+  "correlation_length": 0.062178217443239564,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7854940472103307,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35443178359340366,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000690.json b/metadata/simple_spline/sample_000690.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ee1f843fa3bdf94a75cc06070b48c79667f0392
--- /dev/null
+++ b/metadata/simple_spline/sample_000690.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 690,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0021967557761037675,
+  "rq_actual": 0.002196755776103768,
+  "ra_actual": 0.0017997027954863186,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    336,
+    174
+  ],
+  "physical_dimensions": [
+    0.16655928014388124,
+    0.06326131430795563
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007290712033063777,
+    "max_slope": 0.001815609012329536,
+    "height_range": 0.17163580700708075,
+    "mean_height": -0.03370565422969791,
+    "std_height": 0.04164781238731573
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.673428",
+  "correlation_length_x": 0.012912119398304406,
+  "correlation_length_y": 0.00302058722911342,
+  "orientation": 15.0,
+  "anisotropy_ratio": 4.274705022206651,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8142281441686553,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41687536717278684,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000692.json b/metadata/simple_spline/sample_000692.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb87ee981f50c5d86f4f76868d55f9f315a2881d
--- /dev/null
+++ b/metadata/simple_spline/sample_000692.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 692,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0027756322787474905,
+  "rq_actual": 0.002775632278747491,
+  "ra_actual": 0.002280329234953426,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    299,
+    182
+  ],
+  "physical_dimensions": [
+    0.18553256396599482,
+    0.05662287344128593
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007673403544208266,
+    "max_slope": 0.004387335673544018,
+    "height_range": 0.1310661873623642,
+    "mean_height": 0.015233017600141488,
+    "std_height": 0.024403129338049966
+  },
+  "generation_timestamp": "2025-11-08T03:46:48.916699",
+  "correlation_length_x": 0.03771082616757937,
+  "correlation_length_y": 0.020601029175087705,
+  "orientation": 90.0,
+  "anisotropy_ratio": 1.8305311762376466,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7505008665944898,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34851128979291973,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000697.json b/metadata/simple_spline/sample_000697.json
new file mode 100644
index 0000000000000000000000000000000000000000..4464e3186e04f293a2a30d45257e7f6450bd3a2b
--- /dev/null
+++ b/metadata/simple_spline/sample_000697.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 697,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011237817053927491,
+  "rq_actual": 0.0011237817053927491,
+  "ra_actual": 0.0009007651227658594,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    275,
+    107
+  ],
+  "physical_dimensions": [
+    0.15341513206694454,
+    0.04340708654995379
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00046911913336699436,
+    "max_slope": 0.0010758794186092671,
+    "height_range": 0.12370712309141169,
+    "mean_height": -0.030745305146308785,
+    "std_height": 0.03694621252797956
+  },
+  "generation_timestamp": "2025-11-08T03:46:49.430299",
+  "correlation_length": 0.021948413828530362,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7838054996558047,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3430885143210858,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000707.json b/metadata/simple_spline/sample_000707.json
new file mode 100644
index 0000000000000000000000000000000000000000..4133d2e127a605aef2b0fc9728be84d71f62bf66
--- /dev/null
+++ b/metadata/simple_spline/sample_000707.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 707,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0019370633621790452,
+  "rq_actual": 0.0019370633621790452,
+  "ra_actual": 0.0015766021481011807,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    303,
+    185
+  ],
+  "physical_dimensions": [
+    0.1649574730166439,
+    0.03805633136613733
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005960297807589996,
+    "max_slope": 0.0015161173392055013,
+    "height_range": 0.07720576197258118,
+    "mean_height": -0.04124976360556215,
+    "std_height": 0.027053794778313243
+  },
+  "generation_timestamp": "2025-11-08T03:49:40.855352",
+  "correlation_length_x": 0.22050159588350007,
+  "correlation_length_y": 0.029183093647062435,
+  "orientation": 90.60157270811261,
+  "anisotropy_ratio": 7.5557992086180255,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7111811143805746,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3538794593666443,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000719.json b/metadata/simple_spline/sample_000719.json
new file mode 100644
index 0000000000000000000000000000000000000000..3de2c66be1473af4f52eea728c8e7a4e39c06c71
--- /dev/null
+++ b/metadata/simple_spline/sample_000719.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 719,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004118004394293796,
+  "rq_actual": 0.004118004394293796,
+  "ra_actual": 0.0033563192718896,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    357,
+    110
+  ],
+  "physical_dimensions": [
+    0.1982309816914893,
+    0.0488489933846596
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005937499248486785,
+    "max_slope": 0.0023479987749533,
+    "height_range": 0.07585331522223478,
+    "mean_height": -0.04447517127544619,
+    "std_height": 0.02580178985852401
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.417229",
+  "correlation_length_x": 0.02268240791117667,
+  "correlation_length_y": 0.011002278134772373,
+  "orientation": 60.0,
+  "anisotropy_ratio": 2.0616101168620338,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7843435671732988,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32670381865001635,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000722.json b/metadata/simple_spline/sample_000722.json
new file mode 100644
index 0000000000000000000000000000000000000000..396462bff83f97d083ff38e0b750f2cdbedc7490
--- /dev/null
+++ b/metadata/simple_spline/sample_000722.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 722,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0012948075573653802,
+  "rq_actual": 0.0012948075573653802,
+  "ra_actual": 0.0010469184682592113,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    234,
+    128
+  ],
+  "physical_dimensions": [
+    0.1952464922336514,
+    0.1126809778227189
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000604484122154906,
+    "max_slope": 0.0012907963107076925,
+    "height_range": 0.13992282317844745,
+    "mean_height": -0.02526492721904525,
+    "std_height": 0.042130226299357
+  },
+  "generation_timestamp": "2025-11-08T03:49:42.778186",
+  "correlation_length": 0.021642694485271178,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7562143557474303,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4430490124346886,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000726.json b/metadata/simple_spline/sample_000726.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d94d9ef15566c3337d6fe32925d638532fcb8de
--- /dev/null
+++ b/metadata/simple_spline/sample_000726.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 726,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0033184647517621253,
+  "rq_actual": 0.0033184647517621253,
+  "ra_actual": 0.002704256219440938,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    251,
+    140
+  ],
+  "physical_dimensions": [
+    0.15408511246536202,
+    0.07746071558206025
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011218131882363724,
+    "max_slope": 0.004781546203614456,
+    "height_range": 0.10731255619806747,
+    "mean_height": 0.04976688442883339,
+    "std_height": 0.03427083207047909
+  },
+  "generation_timestamp": "2025-11-08T03:52:45.768238",
+  "correlation_length_x": 0.044856293548767114,
+  "correlation_length_y": 0.014598566788368836,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.072650500493351,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7897548186236741,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41376175283935,
+    "fractal_modes": 94
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000735.json b/metadata/simple_spline/sample_000735.json
new file mode 100644
index 0000000000000000000000000000000000000000..6323e330fe7f313133f0441ba0428330b4fd5113
--- /dev/null
+++ b/metadata/simple_spline/sample_000735.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 735,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0012901112504251529,
+  "rq_actual": 0.0012901112504251529,
+  "ra_actual": 0.0010634143421452715,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    356,
+    111
+  ],
+  "physical_dimensions": [
+    0.18443817073322727,
+    0.04035667899528549
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001217332618580413,
+    "max_slope": 0.00418133858000759,
+    "height_range": 0.1455451971811113,
+    "mean_height": 0.02481877056380171,
+    "std_height": 0.05062162160590289
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.876472",
+  "correlation_length": 0.009536612450879212,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7148742991177626,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3006929226879966,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000736.json b/metadata/simple_spline/sample_000736.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7ae299d479a8e4e3c221933cac6a567c4f42b31
--- /dev/null
+++ b/metadata/simple_spline/sample_000736.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 736,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004947690054386559,
+  "rq_actual": 0.004947690054386559,
+  "ra_actual": 0.00406316011298855,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    246,
+    177
+  ],
+  "physical_dimensions": [
+    0.1694872503855589,
+    0.058981672790495876
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0019492720040139733,
+    "max_slope": 0.00827527315429076,
+    "height_range": 0.20169390644047736,
+    "mean_height": -0.027743315034900986,
+    "std_height": 0.05471841206641142
+  },
+  "generation_timestamp": "2025-11-08T03:52:46.971288",
+  "correlation_length": 0.030598911236220966,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7554733608758093,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49098660296395186,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000740.json b/metadata/simple_spline/sample_000740.json
new file mode 100644
index 0000000000000000000000000000000000000000..32eb8d80d679680a470754f9b36de025619bc74d
--- /dev/null
+++ b/metadata/simple_spline/sample_000740.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 740,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0015387556535841982,
+  "rq_actual": 0.0015387556535841982,
+  "ra_actual": 0.0012415366038316144,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    326,
+    178
+  ],
+  "physical_dimensions": [
+    0.19212849884729924,
+    0.06159190129155691
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001083032717631957,
+    "max_slope": 0.0018502884829036752,
+    "height_range": 0.17301056719251917,
+    "mean_height": -0.009111683893859412,
+    "std_height": 0.058003857278259026
+  },
+  "generation_timestamp": "2025-11-08T03:52:47.577105",
+  "correlation_length": 0.05557928804534393,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8223414543599048,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38612089710823694,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000741.json b/metadata/simple_spline/sample_000741.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a4612d9000d5511824315af7771964d7c7ec51b
--- /dev/null
+++ b/metadata/simple_spline/sample_000741.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 741,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003160902510072538,
+  "rq_actual": 0.003160902510072538,
+  "ra_actual": 0.0025958150968560354,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    343,
+    145
+  ],
+  "physical_dimensions": [
+    0.1948506185424831,
+    0.07626776967827277
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002949715223574006,
+    "max_slope": 0.0010440928588940218,
+    "height_range": 0.09275673730082576,
+    "mean_height": 0.018147023822048382,
+    "std_height": 0.023958274112817198
+  },
+  "generation_timestamp": "2025-11-08T03:52:47.723649",
+  "correlation_length": 0.0793667021277088,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7668962160215748,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3017230555391442,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000743.json b/metadata/simple_spline/sample_000743.json
new file mode 100644
index 0000000000000000000000000000000000000000..1af70d3743d2a05ef1f3559e53e071539ac070cd
--- /dev/null
+++ b/metadata/simple_spline/sample_000743.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 743,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0024674185885836955,
+  "rq_actual": 0.0024674185885836955,
+  "ra_actual": 0.002040887475693422,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    388,
+    135
+  ],
+  "physical_dimensions": [
+    0.1591213529183475,
+    0.048817398349081366
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000936538339683226,
+    "max_slope": 0.004622914216390953,
+    "height_range": 0.17248828993692514,
+    "mean_height": -0.0002524987050459097,
+    "std_height": 0.047401677952570186
+  },
+  "generation_timestamp": "2025-11-08T03:52:47.929013",
+  "correlation_length_x": 0.012149762783904599,
+  "correlation_length_y": 0.009709176836439043,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.251368987153052,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7808682059794767,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4752577179149844,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000747.json b/metadata/simple_spline/sample_000747.json
new file mode 100644
index 0000000000000000000000000000000000000000..042050d529f9945ced8cd1c1fd7c0cab25a132e4
--- /dev/null
+++ b/metadata/simple_spline/sample_000747.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 747,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0008594038900940465,
+  "rq_actual": 0.0008594038900940467,
+  "ra_actual": 0.0006983194462751052,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    297,
+    188
+  ],
+  "physical_dimensions": [
+    0.17197746778224127,
+    0.050545408532334246
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003462351674282499,
+    "max_slope": 0.001569095964079052,
+    "height_range": 0.04400504411027129,
+    "mean_height": -0.03114271276218239,
+    "std_height": 0.008378495413981186
+  },
+  "generation_timestamp": "2025-11-08T03:52:48.337627",
+  "correlation_length": 0.050439555372037065,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6758620254106519,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.32690955568415214,
+    "fractal_modes": 65
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000751.json b/metadata/simple_spline/sample_000751.json
new file mode 100644
index 0000000000000000000000000000000000000000..bac8c353a08367ab1ec6ef18f334d0411b31a0bd
--- /dev/null
+++ b/metadata/simple_spline/sample_000751.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 751,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002353135890870398,
+  "rq_actual": 0.0023531358908703975,
+  "ra_actual": 0.0019340682841553988,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    342,
+    189
+  ],
+  "physical_dimensions": [
+    0.15746032889524966,
+    0.03287675286052146
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001109388120595779,
+    "max_slope": 0.003386467306474468,
+    "height_range": 0.169405480015492,
+    "mean_height": -0.005865728357297949,
+    "std_height": 0.0454813337305326
+  },
+  "generation_timestamp": "2025-11-08T03:55:59.817719",
+  "correlation_length": 0.009616877711689679,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.73830565847991,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46876039856862994,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000752.json b/metadata/simple_spline/sample_000752.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5002f626db4d63822ea01224d162b069c98e494
--- /dev/null
+++ b/metadata/simple_spline/sample_000752.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 752,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0025256533025320325,
+  "rq_actual": 0.0025256533025320325,
+  "ra_actual": 0.002090863469543026,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    348,
+    189
+  ],
+  "physical_dimensions": [
+    0.19799129512760894,
+    0.053554899482709487
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000426148923113905,
+    "max_slope": 0.000617654558439748,
+    "height_range": 0.14787367632052503,
+    "mean_height": -0.00022236180402800904,
+    "std_height": 0.043100823321944
+  },
+  "generation_timestamp": "2025-11-08T03:55:59.992781",
+  "correlation_length_x": 0.03426137296021534,
+  "correlation_length_y": 0.02204688839363511,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.5540230597850047,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8495906256515415,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4429925315672366,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000760.json b/metadata/simple_spline/sample_000760.json
new file mode 100644
index 0000000000000000000000000000000000000000..7780daa3bc474ad79e986a34051564b38038144f
--- /dev/null
+++ b/metadata/simple_spline/sample_000760.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 760,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0025755904521992164,
+  "rq_actual": 0.0025755904521992164,
+  "ra_actual": 0.0021314768912794333,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    205,
+    167
+  ],
+  "physical_dimensions": [
+    0.15764007439512392,
+    0.07762224526233191
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016421006198389229,
+    "max_slope": 0.005646627740062058,
+    "height_range": 0.1512506582723624,
+    "mean_height": -0.009098493653669725,
+    "std_height": 0.048737665023971956
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.035871",
+  "correlation_length": 0.05199213406474764,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7075182762801313,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.41767248714500976,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000761.json b/metadata/simple_spline/sample_000761.json
new file mode 100644
index 0000000000000000000000000000000000000000..630cf60f8e8e19e3808f37637e97687c0ad934c6
--- /dev/null
+++ b/metadata/simple_spline/sample_000761.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 761,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0007139262746779413,
+  "rq_actual": 0.0007139262746779413,
+  "ra_actual": 0.0005825928368994114,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    368,
+    181
+  ],
+  "physical_dimensions": [
+    0.19875937507072886,
+    0.07671064673138783
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011230475599774124,
+    "max_slope": 0.005569280931043891,
+    "height_range": 0.1894738284856738,
+    "mean_height": 0.01258210993544539,
+    "std_height": 0.06525623222365483
+  },
+  "generation_timestamp": "2025-11-08T03:56:01.214571",
+  "correlation_length_x": 0.06572981234853718,
+  "correlation_length_y": 0.020460658295998607,
+  "orientation": 11.580027423321358,
+  "anisotropy_ratio": 3.2124974376504616,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6523904512489154,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38856183482812046,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000770.json b/metadata/simple_spline/sample_000770.json
new file mode 100644
index 0000000000000000000000000000000000000000..e50c0c9a5310b0006eb8c3caf1c45d591f2d99c5
--- /dev/null
+++ b/metadata/simple_spline/sample_000770.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 770,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0009632247622485845,
+  "rq_actual": 0.0009632247622485844,
+  "ra_actual": 0.0007817781106270652,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    365,
+    187
+  ],
+  "physical_dimensions": [
+    0.19520427357372014,
+    0.10343531558836219
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00046139855729482006,
+    "max_slope": 0.001092647080914902,
+    "height_range": 0.15528470159059515,
+    "mean_height": -0.020808390882573975,
+    "std_height": 0.04557301542735158
+  },
+  "generation_timestamp": "2025-11-08T03:56:02.332259",
+  "correlation_length": 0.02736537399559919,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8035837433038593,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43068385964474143,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000773.json b/metadata/simple_spline/sample_000773.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cbff43c5bfd2dea1740a84d0d6d1b62e505881f
--- /dev/null
+++ b/metadata/simple_spline/sample_000773.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 773,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0015346886409004562,
+  "rq_actual": 0.0015346886409004564,
+  "ra_actual": 0.0012578456345933794,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    295,
+    146
+  ],
+  "physical_dimensions": [
+    0.17768387513520234,
+    0.06147155716969427
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006121102320945872,
+    "max_slope": 0.0013927358473252716,
+    "height_range": 0.12141889766400635,
+    "mean_height": 0.0030176386444750467,
+    "std_height": 0.03188281000140194
+  },
+  "generation_timestamp": "2025-11-08T03:56:02.642907",
+  "correlation_length_x": 0.022912962031933957,
+  "correlation_length_y": 0.007740342043417097,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.9602001957291626,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8010492059236466,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3657702678934524,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000775.json b/metadata/simple_spline/sample_000775.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bdd9eaedf9321191d9a54d48cb9307668f18a46
--- /dev/null
+++ b/metadata/simple_spline/sample_000775.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 775,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0014508297005143829,
+  "rq_actual": 0.0014508297005143827,
+  "ra_actual": 0.0011654843221589604,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    301,
+    166
+  ],
+  "physical_dimensions": [
+    0.1976006868063031,
+    0.0975945145869897
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000363294042467488,
+    "max_slope": 0.0008566650429155836,
+    "height_range": 0.08215145511975339,
+    "mean_height": -0.059537629978576326,
+    "std_height": 0.02212157445688218
+  },
+  "generation_timestamp": "2025-11-08T03:59:21.790944",
+  "correlation_length_x": 0.1645081773577113,
+  "correlation_length_y": 0.017816604642460928,
+  "orientation": 58.16439101345382,
+  "anisotropy_ratio": 9.233419086241144,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7090495830739552,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3014822546910361,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000785.json b/metadata/simple_spline/sample_000785.json
new file mode 100644
index 0000000000000000000000000000000000000000..77af0869cd0d815eb2a8466a8f4935fcfa4803d7
--- /dev/null
+++ b/metadata/simple_spline/sample_000785.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 785,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001527451429687962,
+  "rq_actual": 0.001527451429687962,
+  "ra_actual": 0.0012385339098338413,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    379,
+    153
+  ],
+  "physical_dimensions": [
+    0.19013505144422402,
+    0.040630820452319596
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007082148036376355,
+    "max_slope": 0.0011735821572639458,
+    "height_range": 0.14309215893645494,
+    "mean_height": 0.001803034881460274,
+    "std_height": 0.046202801619853254
+  },
+  "generation_timestamp": "2025-11-08T03:59:22.996111",
+  "correlation_length": 0.06550315213712431,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6514627276510504,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35078813716396506,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000790.json b/metadata/simple_spline/sample_000790.json
new file mode 100644
index 0000000000000000000000000000000000000000..d683bc87b3516478a4768a096393cb38781ad473
--- /dev/null
+++ b/metadata/simple_spline/sample_000790.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 790,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0006630705841344283,
+  "rq_actual": 0.0006630705841344283,
+  "ra_actual": 0.0005424686444063317,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    309,
+    132
+  ],
+  "physical_dimensions": [
+    0.1780068675311292,
+    0.08739836665526347
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011113979326996275,
+    "max_slope": 0.002335132653644989,
+    "height_range": 0.19136762761623705,
+    "mean_height": 0.03629854541633207,
+    "std_height": 0.05240394843762351
+  },
+  "generation_timestamp": "2025-11-08T03:59:23.604044",
+  "correlation_length": 0.007590680011924837,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6584454084990493,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49058089433647334,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000800.json b/metadata/simple_spline/sample_000800.json
new file mode 100644
index 0000000000000000000000000000000000000000..7809e4abb9d2cce51ce22bad4ad096e8f54ec47a
--- /dev/null
+++ b/metadata/simple_spline/sample_000800.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 800,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0024926653026945836,
+  "rq_actual": 0.0024926653026945836,
+  "ra_actual": 0.0020594186384217126,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    282,
+    170
+  ],
+  "physical_dimensions": [
+    0.1718722604902866,
+    0.04323465845632443
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00038092671904997854,
+    "max_slope": 0.0007416483177022232,
+    "height_range": 0.10704040805304396,
+    "mean_height": -0.006729231897574917,
+    "std_height": 0.03193598904478739
+  },
+  "generation_timestamp": "2025-11-08T04:02:33.809777",
+  "correlation_length_x": 0.02485567083480928,
+  "correlation_length_y": 0.009641477130363417,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.5779940665453194,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7575875240623029,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4471484045755365,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000820.json b/metadata/simple_spline/sample_000820.json
new file mode 100644
index 0000000000000000000000000000000000000000..633c49b1810b5018aba3d5472adbb43636b6fd10
--- /dev/null
+++ b/metadata/simple_spline/sample_000820.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 820,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.004624686431158261,
+  "rq_actual": 0.004624686431158261,
+  "ra_actual": 0.0037909461592822193,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    319,
+    117
+  ],
+  "physical_dimensions": [
+    0.17203511628587403,
+    0.039915459951057414
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006558103367856044,
+    "max_slope": 0.0013414002275780462,
+    "height_range": 0.11016983747973814,
+    "mean_height": -0.02294703513788026,
+    "std_height": 0.031366438276442206
+  },
+  "generation_timestamp": "2025-11-08T04:02:36.084489",
+  "correlation_length": 0.018800872648021865,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7359493272225681,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30798172331199275,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000830.json b/metadata/simple_spline/sample_000830.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf90f07e5a3d2ebb728974dd5800a44da8d1fe6d
--- /dev/null
+++ b/metadata/simple_spline/sample_000830.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 830,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0010815704084863697,
+  "rq_actual": 0.0010815704084863697,
+  "ra_actual": 0.000874111754842409,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    265,
+    151
+  ],
+  "physical_dimensions": [
+    0.18572313838324672,
+    0.08123956390177758
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000757016614177946,
+    "max_slope": 0.0016855582492409371,
+    "height_range": 0.12772457961900402,
+    "mean_height": 0.006273195272557756,
+    "std_height": 0.033536833753298086
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.268726",
+  "correlation_length": 0.013814474426243607,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.695173975586893,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34550834547582465,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000832.json b/metadata/simple_spline/sample_000832.json
new file mode 100644
index 0000000000000000000000000000000000000000..79ade81875f4f94d34b3d6a1ecf5fbaf6626e356
--- /dev/null
+++ b/metadata/simple_spline/sample_000832.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 832,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0013949045210464484,
+  "rq_actual": 0.0013949045210464484,
+  "ra_actual": 0.0011492805635266738,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    239,
+    155
+  ],
+  "physical_dimensions": [
+    0.15734341790922857,
+    0.07894804403007621
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012672976404080989,
+    "max_slope": 0.003671081831601683,
+    "height_range": 0.17516470139129525,
+    "mean_height": 0.036790061538980436,
+    "std_height": 0.06233511595942096
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.460677",
+  "correlation_length_x": 0.029554581749504365,
+  "correlation_length_y": 0.005006000910175326,
+  "orientation": 134.8399878620477,
+  "anisotropy_ratio": 5.9038306783826116,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7307058454611489,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.439102887065505,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000835.json b/metadata/simple_spline/sample_000835.json
new file mode 100644
index 0000000000000000000000000000000000000000..add14e37f0e187df7d1f078d8ad3b38775f4f5aa
--- /dev/null
+++ b/metadata/simple_spline/sample_000835.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 835,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0010905821964986133,
+  "rq_actual": 0.0010905821964986133,
+  "ra_actual": 0.0008915367743828001,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    390,
+    162
+  ],
+  "physical_dimensions": [
+    0.15182400845484242,
+    0.05118400934813379
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006239080138408201,
+    "max_slope": 0.0024155191877592436,
+    "height_range": 0.13290938100806474,
+    "mean_height": -0.006281496711597295,
+    "std_height": 0.032926731477079973
+  },
+  "generation_timestamp": "2025-11-08T04:05:24.912549",
+  "correlation_length_x": 0.011573383319475362,
+  "correlation_length_y": 0.013677601953697351,
+  "orientation": 0.0,
+  "anisotropy_ratio": 0.8461558801502355,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7816888234618915,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.49417719745822003,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000848.json b/metadata/simple_spline/sample_000848.json
new file mode 100644
index 0000000000000000000000000000000000000000..525b5d6bc364a03f7d1da3da04ce119275376bf7
--- /dev/null
+++ b/metadata/simple_spline/sample_000848.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 848,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0013948314718341486,
+  "rq_actual": 0.0013948314718341488,
+  "ra_actual": 0.0011483790802890134,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    396,
+    139
+  ],
+  "physical_dimensions": [
+    0.1651529096393834,
+    0.050696440738541314
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002606350957492088,
+    "max_slope": 0.0005446583877061068,
+    "height_range": 0.10267965170147306,
+    "mean_height": 0.02112313467145859,
+    "std_height": 0.030829435194946218
+  },
+  "generation_timestamp": "2025-11-08T04:05:26.469642",
+  "correlation_length": 0.05377015990223449,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7887744788785099,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44588352796232866,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000849.json b/metadata/simple_spline/sample_000849.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c14b2f154ec1ca646f2e2ec2d1b397b9c635ca5
--- /dev/null
+++ b/metadata/simple_spline/sample_000849.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 849,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001056447640293426,
+  "rq_actual": 0.001056447640293426,
+  "ra_actual": 0.0008743491750007984,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    259,
+    120
+  ],
+  "physical_dimensions": [
+    0.15679392338718323,
+    0.043750165355819826
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0011575234973425215,
+    "max_slope": 0.003511998538326261,
+    "height_range": 0.1339998754822862,
+    "mean_height": -0.04439484321372631,
+    "std_height": 0.04303419641480455
+  },
+  "generation_timestamp": "2025-11-08T04:05:26.543942",
+  "correlation_length_x": 0.04725215514727714,
+  "correlation_length_y": 0.00581059487296684,
+  "orientation": 30.0,
+  "anisotropy_ratio": 8.132068433666344,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8111033449133935,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.31754916795070187,
+    "fractal_modes": 69
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000855.json b/metadata/simple_spline/sample_000855.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f98bb6dace8050cb6b815dfcfbf2ddb8464d806
--- /dev/null
+++ b/metadata/simple_spline/sample_000855.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 855,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.00351698240737298,
+  "rq_actual": 0.0035169824073729796,
+  "ra_actual": 0.0028510430375265575,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    254,
+    151
+  ],
+  "physical_dimensions": [
+    0.1764816454743388,
+    0.08142524392359012
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001324741646748753,
+    "max_slope": 0.002647026948339737,
+    "height_range": 0.16925249895288697,
+    "mean_height": -0.037963127569659,
+    "std_height": 0.050177005211084647
+  },
+  "generation_timestamp": "2025-11-08T04:08:20.994530",
+  "correlation_length_x": 0.04426832419608475,
+  "correlation_length_y": 0.007295426710661939,
+  "orientation": 29.18635374958814,
+  "anisotropy_ratio": 6.06795544000032,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7811101470462657,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3387353743154326,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000861.json b/metadata/simple_spline/sample_000861.json
new file mode 100644
index 0000000000000000000000000000000000000000..82cbadc49ce424cfa428eeceac8cc3becfa76af9
--- /dev/null
+++ b/metadata/simple_spline/sample_000861.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 861,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001806465013409861,
+  "rq_actual": 0.001806465013409861,
+  "ra_actual": 0.0014726857766379738,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    303,
+    171
+  ],
+  "physical_dimensions": [
+    0.18519460968385337,
+    0.06000128118346832
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007841754543590924,
+    "max_slope": 0.003711479107280896,
+    "height_range": 0.09726562521564804,
+    "mean_height": -0.01679098656481936,
+    "std_height": 0.025818252171475625
+  },
+  "generation_timestamp": "2025-11-08T04:08:21.730181",
+  "correlation_length": 0.03892990479812242,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7193786119100747,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3992034289770602,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000877.json b/metadata/simple_spline/sample_000877.json
new file mode 100644
index 0000000000000000000000000000000000000000..22d781e1eafb79c30e6c0f5b34580b9245dd5318
--- /dev/null
+++ b/metadata/simple_spline/sample_000877.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 877,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0019496628004760201,
+  "rq_actual": 0.00194966280047602,
+  "ra_actual": 0.001607740833465333,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    260,
+    151
+  ],
+  "physical_dimensions": [
+    0.19226229307170237,
+    0.05051247593858382
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014861760017520654,
+    "max_slope": 0.004701197342681561,
+    "height_range": 0.19092632050230746,
+    "mean_height": 0.009718068622339987,
+    "std_height": 0.06126108234306672
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.279268",
+  "correlation_length_x": 0.014364501258154938,
+  "correlation_length_y": 0.008182892500412446,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.7554307669850138,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7308551396757761,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3087335183845642,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000878.json b/metadata/simple_spline/sample_000878.json
new file mode 100644
index 0000000000000000000000000000000000000000..27e3069626d4001754a014f83eb57dcb37b7937e
--- /dev/null
+++ b/metadata/simple_spline/sample_000878.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 878,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011873149927185502,
+  "rq_actual": 0.00118731499271855,
+  "ra_actual": 0.0009724952244276589,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    230,
+    131
+  ],
+  "physical_dimensions": [
+    0.15162614607738092,
+    0.09507319158326816
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00010570111151656478,
+    "max_slope": 0.00024871116338148064,
+    "height_range": 0.02256230538162466,
+    "mean_height": 0.0102517442772948,
+    "std_height": 0.006659496097322591
+  },
+  "generation_timestamp": "2025-11-08T04:11:12.364696",
+  "correlation_length": 0.009421732675371464,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8249327887946302,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35182815915207344,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000883.json b/metadata/simple_spline/sample_000883.json
new file mode 100644
index 0000000000000000000000000000000000000000..78dc8e4e3414474ad6fb71db236282780295ea84
--- /dev/null
+++ b/metadata/simple_spline/sample_000883.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 883,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0021725306871959366,
+  "rq_actual": 0.0021725306871959366,
+  "ra_actual": 0.0017952061512053977,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    277,
+    175
+  ],
+  "physical_dimensions": [
+    0.19788164712177106,
+    0.10613804224481815
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007713834941168133,
+    "max_slope": 0.0017790636864978282,
+    "height_range": 0.14935562292201274,
+    "mean_height": 0.015092496950460313,
+    "std_height": 0.03945973080585908
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.047927",
+  "correlation_length": 0.01737279317255985,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6882563442001719,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30160101019633195,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000886.json b/metadata/simple_spline/sample_000886.json
new file mode 100644
index 0000000000000000000000000000000000000000..538a17524ea93f68012296e25e8e2bb3b6ecbded
--- /dev/null
+++ b/metadata/simple_spline/sample_000886.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 886,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002498219059592178,
+  "rq_actual": 0.002498219059592178,
+  "ra_actual": 0.0020611656562195793,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    205,
+    151
+  ],
+  "physical_dimensions": [
+    0.1668071730545363,
+    0.04407511271752736
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006933259108602353,
+    "max_slope": 0.0016536645167504645,
+    "height_range": 0.11358738726230691,
+    "mean_height": 0.06283103491890843,
+    "std_height": 0.03141503665859206
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.299819",
+  "correlation_length_x": 0.03813625394596367,
+  "correlation_length_y": 0.012056385314196925,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.1631581897981107,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8253044010866322,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4280451685583534,
+    "fractal_modes": 75
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000888.json b/metadata/simple_spline/sample_000888.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1821cdd83294738c5e1711e825390f71fdd03e3
--- /dev/null
+++ b/metadata/simple_spline/sample_000888.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 888,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001729611737136254,
+  "rq_actual": 0.001729611737136254,
+  "ra_actual": 0.0014312973813339208,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    370,
+    128
+  ],
+  "physical_dimensions": [
+    0.1536743434106582,
+    0.08315509299476373
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007969994485570993,
+    "max_slope": 0.003356722733593706,
+    "height_range": 0.10914693075048787,
+    "mean_height": -0.026411132002735174,
+    "std_height": 0.03217575460367849
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.571872",
+  "correlation_length": 0.04837435123524304,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7300600435793433,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3856909409783325,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000889.json b/metadata/simple_spline/sample_000889.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f79d6f058b95ee5ac2f5a1bde01e9a8d98232da
--- /dev/null
+++ b/metadata/simple_spline/sample_000889.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 889,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0013878128252063334,
+  "rq_actual": 0.0013878128252063334,
+  "ra_actual": 0.0011193883478217287,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    385,
+    174
+  ],
+  "physical_dimensions": [
+    0.17900593984579263,
+    0.076137015301056
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004339246548933125,
+    "max_slope": 0.0009834906028781051,
+    "height_range": 0.11093319571680806,
+    "mean_height": 0.04228234192543112,
+    "std_height": 0.02906000582585643
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.738757",
+  "correlation_length": 0.0315501340593764,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7254297339537581,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4020501572590205,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000890.json b/metadata/simple_spline/sample_000890.json
new file mode 100644
index 0000000000000000000000000000000000000000..e44be1bdb8db59e24b55ca2a92bedc219e7e6aad
--- /dev/null
+++ b/metadata/simple_spline/sample_000890.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 890,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0011390733789540617,
+  "rq_actual": 0.0011390733789540617,
+  "ra_actual": 0.0009373065267024408,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    320,
+    143
+  ],
+  "physical_dimensions": [
+    0.1614336030971131,
+    0.040078509880447616
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007515965462256138,
+    "max_slope": 0.001199314677425168,
+    "height_range": 0.13392997462100725,
+    "mean_height": -0.00820671122896953,
+    "std_height": 0.03843486884847227
+  },
+  "generation_timestamp": "2025-11-08T04:11:13.842415",
+  "correlation_length_x": 0.10676540415414396,
+  "correlation_length_y": 0.04780019581278996,
+  "orientation": 98.25784955455352,
+  "anisotropy_ratio": 2.233576711114154,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7324186435644127,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4535131922817103,
+    "fractal_modes": 71
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000896.json b/metadata/simple_spline/sample_000896.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d8eb6f0f320b711f1d394b0c7244c448846c941
--- /dev/null
+++ b/metadata/simple_spline/sample_000896.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 896,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001070220453947496,
+  "rq_actual": 0.001070220453947496,
+  "ra_actual": 0.0008609228687137181,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    305,
+    195
+  ],
+  "physical_dimensions": [
+    0.15279654131122453,
+    0.06048911702853286
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00045226117473747994,
+    "max_slope": 0.0010480038768460806,
+    "height_range": 0.09768848975699365,
+    "mean_height": 0.012172293644168768,
+    "std_height": 0.025863583871016328
+  },
+  "generation_timestamp": "2025-11-08T04:11:14.514565",
+  "correlation_length_x": 0.037015245339402016,
+  "correlation_length_y": 0.012021135856187694,
+  "orientation": 90.0,
+  "anisotropy_ratio": 3.079180352191843,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7294380419705516,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39080025900039134,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000907.json b/metadata/simple_spline/sample_000907.json
new file mode 100644
index 0000000000000000000000000000000000000000..6daaec60ab7765d6afd0473056ff07cd86783402
--- /dev/null
+++ b/metadata/simple_spline/sample_000907.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 907,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001676657589085052,
+  "rq_actual": 0.0016766575890850518,
+  "ra_actual": 0.0013653854914518907,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    241,
+    104
+  ],
+  "physical_dimensions": [
+    0.17231715313202747,
+    0.06390730704336828
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0014010632125567002,
+    "max_slope": 0.005586942166230624,
+    "height_range": 0.1292654487538492,
+    "mean_height": -0.03228539149731005,
+    "std_height": 0.04221496187797252
+  },
+  "generation_timestamp": "2025-11-08T04:14:10.824796",
+  "correlation_length": 0.0969616595616958,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7160319920722966,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4432898860627824,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000927.json b/metadata/simple_spline/sample_000927.json
new file mode 100644
index 0000000000000000000000000000000000000000..07f05960a592c59091318ea0854c8ee73f25b51d
--- /dev/null
+++ b/metadata/simple_spline/sample_000927.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 927,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0021648168051485376,
+  "rq_actual": 0.0021648168051485376,
+  "ra_actual": 0.0017502277104194056,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    255,
+    132
+  ],
+  "physical_dimensions": [
+    0.15434727128871856,
+    0.04545347749296348
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006109018561475278,
+    "max_slope": 0.0008074111205294832,
+    "height_range": 0.15516907146147207,
+    "mean_height": -0.01924137948682683,
+    "std_height": 0.04512673892922305
+  },
+  "generation_timestamp": "2025-11-08T04:17:19.864969",
+  "correlation_length_x": 0.02431128267960617,
+  "correlation_length_y": 0.0015807324794594232,
+  "orientation": 94.82316637804863,
+  "anisotropy_ratio": 15.379757799321053,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7893857723038643,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40100501209347217,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000931.json b/metadata/simple_spline/sample_000931.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5e3e1e367a3842d68778318089698bd9f945ef3
--- /dev/null
+++ b/metadata/simple_spline/sample_000931.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 931,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0010922263754704646,
+  "rq_actual": 0.0010922263754704644,
+  "ra_actual": 0.0008853530008000505,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    203,
+    146
+  ],
+  "physical_dimensions": [
+    0.1662191181398339,
+    0.0375869521291423
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001070673742366497,
+    "max_slope": 0.0023714560920153685,
+    "height_range": 0.13700977559055932,
+    "mean_height": 0.05658471722204335,
+    "std_height": 0.03607232353622242
+  },
+  "generation_timestamp": "2025-11-08T04:17:20.306555",
+  "correlation_length_x": 0.014057959067278936,
+  "correlation_length_y": 0.013971994415016696,
+  "orientation": 45.0,
+  "anisotropy_ratio": 1.0061526400389802,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6589960182783087,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43940072446906075,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000934.json b/metadata/simple_spline/sample_000934.json
new file mode 100644
index 0000000000000000000000000000000000000000..43ae34071822786e3efec17201e472fe9fe533b0
--- /dev/null
+++ b/metadata/simple_spline/sample_000934.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 934,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0007436965384227421,
+  "rq_actual": 0.0007436965384227421,
+  "ra_actual": 0.0005973398933502548,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    329,
+    192
+  ],
+  "physical_dimensions": [
+    0.15043063338138604,
+    0.07160371480383765
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001445143798654308,
+    "max_slope": 0.003913105306977076,
+    "height_range": 0.16652572848924918,
+    "mean_height": -0.057984576084466416,
+    "std_height": 0.0565715593461474
+  },
+  "generation_timestamp": "2025-11-08T04:17:20.759645",
+  "correlation_length_x": 0.11216473238073285,
+  "correlation_length_y": 0.05334378133945034,
+  "orientation": 157.78872744978636,
+  "anisotropy_ratio": 2.1026768175090265,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7336831429430174,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4345100412758836,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000937.json b/metadata/simple_spline/sample_000937.json
new file mode 100644
index 0000000000000000000000000000000000000000..c130a02f9673b5168b465ea1f6f55fdbdb34189e
--- /dev/null
+++ b/metadata/simple_spline/sample_000937.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 937,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0018729618103101005,
+  "rq_actual": 0.0018729618103101003,
+  "ra_actual": 0.0015456807380565551,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    233,
+    186
+  ],
+  "physical_dimensions": [
+    0.18657916821904125,
+    0.03969730833421277
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001497565820856115,
+    "max_slope": 0.004762031605744555,
+    "height_range": 0.11851204423243053,
+    "mean_height": -0.031186639227792384,
+    "std_height": 0.04123113797135166
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.151520",
+  "correlation_length": 0.027331522535213898,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6699365091987398,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4476350480629857,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000940.json b/metadata/simple_spline/sample_000940.json
new file mode 100644
index 0000000000000000000000000000000000000000..23878214b2b4ddb0f3ec6e22762cf7be45deea2e
--- /dev/null
+++ b/metadata/simple_spline/sample_000940.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 940,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.001774147222974949,
+  "rq_actual": 0.001774147222974949,
+  "ra_actual": 0.0014277625235633502,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    347,
+    177
+  ],
+  "physical_dimensions": [
+    0.15150303969501447,
+    0.06160680471723822
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005064766395237551,
+    "max_slope": 0.001752858925695766,
+    "height_range": 0.0724905154615133,
+    "mean_height": 0.07108757172113102,
+    "std_height": 0.022442753230225175
+  },
+  "generation_timestamp": "2025-11-08T04:17:21.514649",
+  "correlation_length_x": 0.019421595291522396,
+  "correlation_length_y": 0.005617434654452965,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.4573780535438563,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8415375346651573,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4776033464589753,
+    "fractal_modes": 68
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000946.json b/metadata/simple_spline/sample_000946.json
new file mode 100644
index 0000000000000000000000000000000000000000..89657ca82c7cee04d6d5f3c1ae37f6b074d32303
--- /dev/null
+++ b/metadata/simple_spline/sample_000946.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 946,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003015337965965124,
+  "rq_actual": 0.0030153379659651237,
+  "ra_actual": 0.00246052120886538,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    399,
+    146
+  ],
+  "physical_dimensions": [
+    0.18025371534866483,
+    0.09107864291593676
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000568320371780425,
+    "max_slope": 0.001342976822701833,
+    "height_range": 0.18979896891805778,
+    "mean_height": -0.003466165996683972,
+    "std_height": 0.07164964259785002
+  },
+  "generation_timestamp": "2025-11-08T04:17:22.236873",
+  "correlation_length_x": 0.030070006893209704,
+  "correlation_length_y": 0.007707455316674253,
+  "orientation": 45.0,
+  "anisotropy_ratio": 3.9014182577427947,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6635103384498316,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.36781647491532543,
+    "fractal_modes": 81
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000952.json b/metadata/simple_spline/sample_000952.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9b27d74d68c1b3486423e537c5b7ee51550813f
--- /dev/null
+++ b/metadata/simple_spline/sample_000952.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 952,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0038713990677618553,
+  "rq_actual": 0.0038713990677618558,
+  "ra_actual": 0.0032426684041323597,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    347,
+    197
+  ],
+  "physical_dimensions": [
+    0.18601809124702642,
+    0.08800176811047966
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009049835877060474,
+    "max_slope": 0.0033535126083989036,
+    "height_range": 0.18658702170409164,
+    "mean_height": -0.007509843568495097,
+    "std_height": 0.03219791938159057
+  },
+  "generation_timestamp": "2025-11-08T04:20:24.906526",
+  "correlation_length_x": 0.03186859689952024,
+  "correlation_length_y": 0.011264096702383482,
+  "orientation": 153.11042973578125,
+  "anisotropy_ratio": 2.8292190436164177,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7537690716043068,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42796088288647505,
+    "fractal_modes": 89
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000964.json b/metadata/simple_spline/sample_000964.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1bda877b5202077453caf194c1d81561d548311
--- /dev/null
+++ b/metadata/simple_spline/sample_000964.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 964,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0017116159673459222,
+  "rq_actual": 0.001711615967345922,
+  "ra_actual": 0.0014031782005331892,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    305,
+    187
+  ],
+  "physical_dimensions": [
+    0.16879438966125523,
+    0.06723729354908872
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0003480374002824708,
+    "max_slope": 0.0008225308478344885,
+    "height_range": 0.08043103574521314,
+    "mean_height": -0.08062439476349448,
+    "std_height": 0.021720029771579365
+  },
+  "generation_timestamp": "2025-11-08T04:20:26.550319",
+  "correlation_length": 0.017334186843617486,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6833057097575185,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44575303474366745,
+    "fractal_modes": 99
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000966.json b/metadata/simple_spline/sample_000966.json
new file mode 100644
index 0000000000000000000000000000000000000000..8308ca4a3d6fbc415f44fbce930fc9e47d6e5aa6
--- /dev/null
+++ b/metadata/simple_spline/sample_000966.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 966,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0029452108208671947,
+  "rq_actual": 0.0029452108208671947,
+  "ra_actual": 0.0024127533709675003,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    286,
+    189
+  ],
+  "physical_dimensions": [
+    0.15680919265216106,
+    0.03903969132761847
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002293126799959873,
+    "max_slope": 0.008023993274405714,
+    "height_range": 0.19332341753517096,
+    "mean_height": 0.04735571530922919,
+    "std_height": 0.05621932912845406
+  },
+  "generation_timestamp": "2025-11-08T04:20:26.835104",
+  "correlation_length_x": 0.05856920295120731,
+  "correlation_length_y": 0.028470067315519577,
+  "orientation": 144.25792464920391,
+  "anisotropy_ratio": 2.05722038877232,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.786244988804895,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3176785681300649,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000969.json b/metadata/simple_spline/sample_000969.json
new file mode 100644
index 0000000000000000000000000000000000000000..75818fa55738b7762d9f2c87afb6ad58023c1ce8
--- /dev/null
+++ b/metadata/simple_spline/sample_000969.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 969,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002234978700160371,
+  "rq_actual": 0.0022349787001603714,
+  "ra_actual": 0.001846856877883499,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    384,
+    108
+  ],
+  "physical_dimensions": [
+    0.17099419764302315,
+    0.054006528893128965
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004743781698981752,
+    "max_slope": 0.0018813632083119203,
+    "height_range": 0.12668047600672724,
+    "mean_height": 0.005392501412151522,
+    "std_height": 0.02854703055282713
+  },
+  "generation_timestamp": "2025-11-08T04:20:27.132745",
+  "correlation_length_x": 0.12892899505879774,
+  "correlation_length_y": 0.014377197603833105,
+  "orientation": 88.9789732054321,
+  "anisotropy_ratio": 8.967602631017883,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7714335363816125,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34220540197123994,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000987.json b/metadata/simple_spline/sample_000987.json
new file mode 100644
index 0000000000000000000000000000000000000000..be5db0e3904c51cb149c92278351518f5f8f11a1
--- /dev/null
+++ b/metadata/simple_spline/sample_000987.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 987,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0014376197632833443,
+  "rq_actual": 0.0014376197632833443,
+  "ra_actual": 0.0012043345158901553,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    315,
+    199
+  ],
+  "physical_dimensions": [
+    0.1565819037223251,
+    0.05181578718739397
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002189654366340371,
+    "max_slope": 0.007026344533092473,
+    "height_range": 0.24848512020781405,
+    "mean_height": -0.05172717807453677,
+    "std_height": 0.08136683703195165
+  },
+  "generation_timestamp": "2025-11-08T04:23:41.239548",
+  "correlation_length_x": 0.027550266220025113,
+  "correlation_length_y": 0.014291484633231603,
+  "orientation": 15.0,
+  "anisotropy_ratio": 1.9277399743315138,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6894005867012898,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3800690292207059,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000989.json b/metadata/simple_spline/sample_000989.json
new file mode 100644
index 0000000000000000000000000000000000000000..e36b1d5f88395bb8bcbd25836c8772c4630fc0e2
--- /dev/null
+++ b/metadata/simple_spline/sample_000989.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 989,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.002264301415140788,
+  "rq_actual": 0.002264301415140788,
+  "ra_actual": 0.0018083288732035486,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    387,
+    186
+  ],
+  "physical_dimensions": [
+    0.1653760411754017,
+    0.03787071549823577
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00033800099818217453,
+    "max_slope": 0.000735897897634695,
+    "height_range": 0.07874268387693457,
+    "mean_height": 0.013529977611293147,
+    "std_height": 0.020843941487375093
+  },
+  "generation_timestamp": "2025-11-08T04:23:41.535674",
+  "correlation_length_x": 0.1174215851782802,
+  "correlation_length_y": 0.0059815636347164865,
+  "orientation": 74.20272310382866,
+  "anisotropy_ratio": 19.6305836314731,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7501315914893509,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40838209829962413,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000993.json b/metadata/simple_spline/sample_000993.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7888ae9792fc15f476ea4d9bb5948674b41c656
--- /dev/null
+++ b/metadata/simple_spline/sample_000993.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 993,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "3",
+    "max_height": 0.1
+  },
+  "rq_target": 0.0014258263774314297,
+  "rq_actual": 0.0014258263774314297,
+  "ra_actual": 0.001157511117345052,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    331,
+    189
+  ],
+  "physical_dimensions": [
+    0.15334576271214748,
+    0.04300450034083352
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00046316717633292494,
+    "max_slope": 0.0010469901144036023,
+    "height_range": 0.10121486379618894,
+    "mean_height": -0.03204359627042115,
+    "std_height": 0.026526971606990895
+  },
+  "generation_timestamp": "2025-11-08T04:23:41.973293",
+  "correlation_length_x": 0.025920553759476977,
+  "correlation_length_y": 0.006248708155222937,
+  "orientation": 32.28308329253273,
+  "anisotropy_ratio": 4.14814600323612,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7296541319205272,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34066736233424066,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/simple_spline/sample_000999.json b/metadata/simple_spline/sample_000999.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f94cdd1d57caf921c48c0b374346cc621a883ff
--- /dev/null
+++ b/metadata/simple_spline/sample_000999.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 999,
+  "geometry_type": "simple_spline",
+  "geometry_parameters": {
+    "type": "simple_spline",
+    "n_control_points": "5",
+    "max_height": 0.1
+  },
+  "rq_target": 0.003822894228337418,
+  "rq_actual": 0.0038228942283374174,
+  "ra_actual": 0.003129144881082511,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    377,
+    116
+  ],
+  "physical_dimensions": [
+    0.19643774011328732,
+    0.06417394428490676
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0010142553296162537,
+    "max_slope": 0.004206672974857301,
+    "height_range": 0.12730989778878735,
+    "mean_height": -0.01693424800461973,
+    "std_height": 0.04388123025301871
+  },
+  "generation_timestamp": "2025-11-08T04:23:42.786232",
+  "correlation_length_x": 0.03924673303406436,
+  "correlation_length_y": 0.0033505804469821884,
+  "orientation": 0.0,
+  "anisotropy_ratio": 11.713413139927214,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7275114020547191,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.37219981385919604,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000019.json b/metadata/sphere/sample_000019.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8c0609d29e756f22ce9a0dcbf56c7363678ad1a
--- /dev/null
+++ b/metadata/sphere/sample_000019.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 19,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.1952645350199968,
+    "segment_angle": 90.30773979601094
+  },
+  "rq_target": 0.0013224003421177387,
+  "rq_actual": 0.0013224003421177385,
+  "ra_actual": 0.0010881138795962864,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    311,
+    140
+  ],
+  "physical_dimensions": [
+    0.19243198248114513,
+    0.07638305498587744
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006328327073699312,
+    "max_slope": 0.0009928008248098474,
+    "height_range": 0.19631330998677712,
+    "mean_height": 0.07146702666557912,
+    "std_height": 0.060609770692341414
+  },
+  "generation_timestamp": "2025-11-08T02:23:28.370913",
+  "correlation_length": 0.018726690264001422,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7245327388459639,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3775473183904523,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000020.json b/metadata/sphere/sample_000020.json
new file mode 100644
index 0000000000000000000000000000000000000000..791b8ac939cc8335500e5c1b685a862f1a622016
--- /dev/null
+++ b/metadata/sphere/sample_000020.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 20,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.4274864205936365,
+    "segment_angle": 65.96379735407211
+  },
+  "rq_target": 0.00371217312537012,
+  "rq_actual": 0.0037121731253701206,
+  "ra_actual": 0.0029860831665122424,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    354,
+    116
+  ],
+  "physical_dimensions": [
+    0.15259994103102087,
+    0.04190596295720005
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0007175215827353774,
+    "max_slope": 0.0012723944913386465,
+    "height_range": 0.2533653062570392,
+    "mean_height": 0.08847979637886864,
+    "std_height": 0.07700454785675763
+  },
+  "generation_timestamp": "2025-11-08T02:23:28.481401",
+  "correlation_length_x": 0.08887308411166209,
+  "correlation_length_y": 0.014522855869308609,
+  "orientation": 25.166280193180896,
+  "anisotropy_ratio": 6.119532198861729,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7005667978656325,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46305898427363335,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000033.json b/metadata/sphere/sample_000033.json
new file mode 100644
index 0000000000000000000000000000000000000000..25b8cc89634e3022ae581ff8e10e538fa356e0bc
--- /dev/null
+++ b/metadata/sphere/sample_000033.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 33,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.4694749163153332,
+    "segment_angle": 49.68973284950272
+  },
+  "rq_target": 0.001285559736540262,
+  "rq_actual": 0.0012855597365402619,
+  "ra_actual": 0.0010739880400815846,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    311,
+    130
+  ],
+  "physical_dimensions": [
+    0.1623578787258567,
+    0.03367652601943151
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005345989426413099,
+    "max_slope": 0.0010003412641252651,
+    "height_range": 0.1657591819497985,
+    "mean_height": 0.0567609824352419,
+    "std_height": 0.05003822151949368
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.005921",
+  "correlation_length_x": 0.02898421159715736,
+  "correlation_length_y": 0.012184334035285387,
+  "orientation": 0.0,
+  "anisotropy_ratio": 2.3788096676617814,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7611399353730601,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3547884416452759,
+    "fractal_modes": 78
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000034.json b/metadata/sphere/sample_000034.json
new file mode 100644
index 0000000000000000000000000000000000000000..af4ae39bc37b474c4537ddcea26af2a5cfdfa913
--- /dev/null
+++ b/metadata/sphere/sample_000034.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 34,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.8501332549539303,
+    "segment_angle": 69.01989541019162
+  },
+  "rq_target": 0.0012089885273380884,
+  "rq_actual": 0.0012089885273380884,
+  "ra_actual": 0.0009735415071277288,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    304,
+    161
+  ],
+  "physical_dimensions": [
+    0.19769717625241587,
+    0.04051410648055953
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001800422348139308,
+    "max_slope": 0.0031533582919709424,
+    "height_range": 0.545748355421443,
+    "mean_height": 0.19146422114542289,
+    "std_height": 0.1662101938085926
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.146976",
+  "correlation_length": 0.025740500937648268,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.748794067160198,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3738275216426741,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000038.json b/metadata/sphere/sample_000038.json
new file mode 100644
index 0000000000000000000000000000000000000000..a64c5a37d840c9fc5f98b746a3d5da35bfa927b3
--- /dev/null
+++ b/metadata/sphere/sample_000038.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 38,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.6072263039625947,
+    "segment_angle": 42.64386626066944
+  },
+  "rq_target": 0.0005432451004329248,
+  "rq_actual": 0.0005432451004329248,
+  "ra_actual": 0.00044864325354292264,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    231,
+    122
+  ],
+  "physical_dimensions": [
+    0.19713680861148705,
+    0.050615184189026434
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006979636130133451,
+    "max_slope": 0.0013288093346529306,
+    "height_range": 0.1605636002854623,
+    "mean_height": 0.05464134452430462,
+    "std_height": 0.04840828787891763
+  },
+  "generation_timestamp": "2025-11-08T02:26:34.606117",
+  "correlation_length_x": 0.020031888491127622,
+  "correlation_length_y": 0.004967531713694847,
+  "orientation": 166.40015844284846,
+  "anisotropy_ratio": 4.032563785330706,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.689672543472223,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.30706586252332624,
+    "fractal_modes": 62
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000113.json b/metadata/sphere/sample_000113.json
new file mode 100644
index 0000000000000000000000000000000000000000..29893c984dd9167a0d7d7fae5ae5adbcfdc193bd
--- /dev/null
+++ b/metadata/sphere/sample_000113.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 113,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9113611962196191,
+    "segment_angle": 86.99945482909875
+  },
+  "rq_target": 0.0035403702759518943,
+  "rq_actual": 0.0035403702759518943,
+  "ra_actual": 0.0029084169871428675,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    219,
+    150
+  ],
+  "physical_dimensions": [
+    0.1898492231331121,
+    0.04386107745199105
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0039581534665812275,
+    "max_slope": 0.006337957585132004,
+    "height_range": 0.8636555767924915,
+    "mean_height": 0.312532808222027,
+    "std_height": 0.2663282004092888
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.236280",
+  "correlation_length_x": 0.040916173166683896,
+  "correlation_length_y": 0.013038466133836916,
+  "orientation": 0.0,
+  "anisotropy_ratio": 3.138112470185419,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6829998117848263,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.46675594468066384,
+    "fractal_modes": 61
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000114.json b/metadata/sphere/sample_000114.json
new file mode 100644
index 0000000000000000000000000000000000000000..557d7005b5e6b65f422fce93cde9cec1e71e1e32
--- /dev/null
+++ b/metadata/sphere/sample_000114.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 114,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.39255983633209013,
+    "segment_angle": 114.95033529548041
+  },
+  "rq_target": 0.0012682827050667536,
+  "rq_actual": 0.0012682827050667536,
+  "ra_actual": 0.0010254445278074383,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    346,
+    191
+  ],
+  "physical_dimensions": [
+    0.16524766112115194,
+    0.044458305736727044
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0016161674595520268,
+    "max_slope": 0.0022828208532350847,
+    "height_range": 0.5581543350796695,
+    "mean_height": 0.21533867485555472,
+    "std_height": 0.17617535105938725
+  },
+  "generation_timestamp": "2025-11-08T02:35:58.419361",
+  "correlation_length_x": 0.02676071097877889,
+  "correlation_length_y": 0.0045197060739032135,
+  "orientation": 15.0,
+  "anisotropy_ratio": 5.920896301928848,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7601369499027789,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3163022293568278,
+    "fractal_modes": 93
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000129.json b/metadata/sphere/sample_000129.json
new file mode 100644
index 0000000000000000000000000000000000000000..e1d90439ecdf16b3c48f7b178eb8c817c69e0bb9
--- /dev/null
+++ b/metadata/sphere/sample_000129.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 129,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9757135294933483,
+    "segment_angle": 59.654702478232394
+  },
+  "rq_target": 0.001966063281965386,
+  "rq_actual": 0.0019660632819653856,
+  "ra_actual": 0.001594643599972212,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    221,
+    195
+  ],
+  "physical_dimensions": [
+    0.19037116803878337,
+    0.057905544191865645
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0021935223825999793,
+    "max_slope": 0.003979486477030503,
+    "height_range": 0.48277323995044275,
+    "mean_height": 0.16731111500113907,
+    "std_height": 0.1465289213991471
+  },
+  "generation_timestamp": "2025-11-08T02:39:08.375531",
+  "correlation_length_x": 0.03244024201199651,
+  "correlation_length_y": 0.0035298965072907123,
+  "orientation": 45.0,
+  "anisotropy_ratio": 9.190139695312268,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7570051246832811,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3511228731803015,
+    "fractal_modes": 80
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000136.json b/metadata/sphere/sample_000136.json
new file mode 100644
index 0000000000000000000000000000000000000000..f973341ebf4911853641e385aa31061e5c809410
--- /dev/null
+++ b/metadata/sphere/sample_000136.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 136,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.12101629926404034,
+    "segment_angle": 69.50904801752662
+  },
+  "rq_target": 0.0012853662945423654,
+  "rq_actual": 0.0012853662945423654,
+  "ra_actual": 0.0010635586591780193,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    363,
+    153
+  ],
+  "physical_dimensions": [
+    0.18125864964546481,
+    0.05466567464443133
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002171999132705115,
+    "max_slope": 0.0003796596266098379,
+    "height_range": 0.0786533989192487,
+    "mean_height": 0.027607556973109758,
+    "std_height": 0.023948100754909135
+  },
+  "generation_timestamp": "2025-11-08T02:39:09.271905",
+  "correlation_length_x": 0.019191032984847714,
+  "correlation_length_y": 0.005988887755205993,
+  "orientation": 168.02877704718793,
+  "anisotropy_ratio": 3.204440251558467,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8271779403858938,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3218231231139699,
+    "fractal_modes": 88
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000171.json b/metadata/sphere/sample_000171.json
new file mode 100644
index 0000000000000000000000000000000000000000..678a47784ff20ff3cad39818548f7c0a02b9e9dd
--- /dev/null
+++ b/metadata/sphere/sample_000171.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 171,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.6560210081033705,
+    "segment_angle": 31.99116213341259
+  },
+  "rq_target": 0.003998096608974508,
+  "rq_actual": 0.003998096608974508,
+  "ra_actual": 0.0033295558231778506,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    390,
+    148
+  ],
+  "physical_dimensions": [
+    0.1592552334728359,
+    0.10221397064403681
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00025610129606141736,
+    "max_slope": 0.0004982859140081342,
+    "height_range": 0.09963002461857573,
+    "mean_height": 0.03360079368158544,
+    "std_height": 0.02989536322503423
+  },
+  "generation_timestamp": "2025-11-08T02:42:12.258592",
+  "correlation_length": 0.02106471904092344,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7254743583500673,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.42415435776660776,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000201.json b/metadata/sphere/sample_000201.json
new file mode 100644
index 0000000000000000000000000000000000000000..1eec0f5656fdfed19796d356b564fba0e1667b2c
--- /dev/null
+++ b/metadata/sphere/sample_000201.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 201,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.40160029314446366,
+    "segment_angle": 54.69511238571576
+  },
+  "rq_target": 0.0010863333543341383,
+  "rq_actual": 0.0010863333543341383,
+  "ra_actual": 0.0008633960860788732,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    272,
+    194
+  ],
+  "physical_dimensions": [
+    0.18863729368611915,
+    0.10512028853054413
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006253026081297608,
+    "max_slope": 0.0011530412455945105,
+    "height_range": 0.1695045429929562,
+    "mean_height": 0.058373103980590514,
+    "std_height": 0.05129325402553596
+  },
+  "generation_timestamp": "2025-11-08T02:48:18.449200",
+  "correlation_length": 0.01145349174943748,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8235326570386653,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3222251422823628,
+    "fractal_modes": 66
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000215.json b/metadata/sphere/sample_000215.json
new file mode 100644
index 0000000000000000000000000000000000000000..faff6295c790f14f29fc87f0c90d8d1b976da26e
--- /dev/null
+++ b/metadata/sphere/sample_000215.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 215,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.652262497765005,
+    "segment_angle": 31.290204054208598
+  },
+  "rq_target": 0.0024909104636811627,
+  "rq_actual": 0.0024909104636811627,
+  "ra_actual": 0.0020326369289109763,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    357,
+    155
+  ],
+  "physical_dimensions": [
+    0.15206424863347154,
+    0.06525321333976397
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00026647903609146355,
+    "max_slope": 0.0005190258113931118,
+    "height_range": 0.09487311924179101,
+    "mean_height": 0.03198567099597773,
+    "std_height": 0.028470432678218922
+  },
+  "generation_timestamp": "2025-11-08T02:48:19.937824",
+  "correlation_length_x": 0.01953906073502109,
+  "correlation_length_y": 0.013484905938180605,
+  "orientation": 30.0,
+  "anisotropy_ratio": 1.4489578811001567,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8261582704644179,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.34555908518387957,
+    "fractal_modes": 73
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000231.json b/metadata/sphere/sample_000231.json
new file mode 100644
index 0000000000000000000000000000000000000000..c12a8f39249858f2b10a650a9940fef67ecb2679
--- /dev/null
+++ b/metadata/sphere/sample_000231.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 231,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.4206319512440202,
+    "segment_angle": 111.73523203707653
+  },
+  "rq_target": 0.0010264854366672776,
+  "rq_actual": 0.0010264854366672776,
+  "ra_actual": 0.0008443296090483081,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    335,
+    166
+  ],
+  "physical_dimensions": [
+    0.1775947947683966,
+    0.05448980411226141
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017240153216811958,
+    "max_slope": 0.0024559573516037825,
+    "height_range": 0.5763995446529743,
+    "mean_height": 0.2204775657332013,
+    "std_height": 0.18133447976962203
+  },
+  "generation_timestamp": "2025-11-08T02:51:08.491732",
+  "correlation_length": 0.023020819954049018,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.82597425160675,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4437383852795307,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000240.json b/metadata/sphere/sample_000240.json
new file mode 100644
index 0000000000000000000000000000000000000000..61f6480d66c8d2b05bc053b9187c53457ffd40b3
--- /dev/null
+++ b/metadata/sphere/sample_000240.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 240,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.396569111921518,
+    "segment_angle": 62.2873433792773
+  },
+  "rq_target": 0.004393438711109361,
+  "rq_actual": 0.004393438711109361,
+  "ra_actual": 0.003514356685169212,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    260,
+    199
+  ],
+  "physical_dimensions": [
+    0.17256703805064003,
+    0.03601445370006898
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008187972835589357,
+    "max_slope": 0.0014719802704823148,
+    "height_range": 0.21214955691116139,
+    "mean_height": 0.07375002096129067,
+    "std_height": 0.06442585611414117
+  },
+  "generation_timestamp": "2025-11-08T02:51:09.523250",
+  "correlation_length": 0.07671932347151868,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.8289722194830423,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45036118001801234,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000265.json b/metadata/sphere/sample_000265.json
new file mode 100644
index 0000000000000000000000000000000000000000..f56c2cea64ee184b9c252b9b762c26a397f405bf
--- /dev/null
+++ b/metadata/sphere/sample_000265.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 265,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.8705907350615891,
+    "segment_angle": 89.44824916512195
+  },
+  "rq_target": 0.0025235443976453675,
+  "rq_actual": 0.0025235443976453675,
+  "ra_actual": 0.0020525687826177916,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    253,
+    177
+  ],
+  "physical_dimensions": [
+    0.18185682830864944,
+    0.04443454576428823
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0034186245892272944,
+    "max_slope": 0.00539295555978847,
+    "height_range": 0.8622071901499477,
+    "mean_height": 0.31343131899571763,
+    "std_height": 0.2662063477653476
+  },
+  "generation_timestamp": "2025-11-08T02:54:23.937087",
+  "correlation_length_x": 0.014743636567776778,
+  "correlation_length_y": 0.010334252860290629,
+  "orientation": 60.0,
+  "anisotropy_ratio": 1.426676583890182,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7722999807476152,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3326212156673498,
+    "fractal_modes": 91
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000272.json b/metadata/sphere/sample_000272.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5da9c97f9e8936e7f78545b643325bf2380a341
--- /dev/null
+++ b/metadata/sphere/sample_000272.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 272,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9909587540177432,
+    "segment_angle": 107.44059394045638
+  },
+  "rq_target": 0.0009652737367603167,
+  "rq_actual": 0.0009652737367603166,
+  "ra_actual": 0.0008170483552396565,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    339,
+    158
+  ],
+  "physical_dimensions": [
+    0.1607400848101309,
+    0.035446270333297884
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003807074143439231,
+    "max_slope": 0.005497715980561146,
+    "height_range": 1.2879657351845444,
+    "mean_height": 0.4872606512229947,
+    "std_height": 0.4034471472091434
+  },
+  "generation_timestamp": "2025-11-08T02:54:24.756206",
+  "correlation_length": 0.03158283547778475,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6770654707307596,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44234356680174947,
+    "fractal_modes": 72
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000303.json b/metadata/sphere/sample_000303.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf5827613beba34dbb11a5041b2f6ddfbc1266bd
--- /dev/null
+++ b/metadata/sphere/sample_000303.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 303,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.290791979258899,
+    "segment_angle": 51.565826239703846
+  },
+  "rq_target": 0.0032472685350338776,
+  "rq_actual": 0.0032472685350338776,
+  "ra_actual": 0.0026305145141867652,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    264,
+    145
+  ],
+  "physical_dimensions": [
+    0.1711762983557577,
+    0.04587941162581472
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004182627164461355,
+    "max_slope": 0.0007784233951165509,
+    "height_range": 0.11003129413133346,
+    "mean_height": 0.037762653316928615,
+    "std_height": 0.03325843746286956
+  },
+  "generation_timestamp": "2025-11-08T03:00:39.208466",
+  "correlation_length_x": 0.03392106742742216,
+  "correlation_length_y": 0.008554251141226377,
+  "orientation": 30.0,
+  "anisotropy_ratio": 3.9654046704267185,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6864842248438259,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43916357524131233,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000346.json b/metadata/sphere/sample_000346.json
new file mode 100644
index 0000000000000000000000000000000000000000..20c2bef33d368066242133d823b687daf3371451
--- /dev/null
+++ b/metadata/sphere/sample_000346.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 346,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.7699402669516379,
+    "segment_angle": 98.62212784841361
+  },
+  "rq_target": 0.0010578391323277812,
+  "rq_actual": 0.0010578391323277812,
+  "ra_actual": 0.0008664071287544712,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    319,
+    196
+  ],
+  "physical_dimensions": [
+    0.15866662506892182,
+    0.04261992080455444
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002781925565454301,
+    "max_slope": 0.004167535211595463,
+    "height_range": 0.8853675511397594,
+    "mean_height": 0.3280504485172965,
+    "std_height": 0.275162864168935
+  },
+  "generation_timestamp": "2025-11-08T03:03:33.863684",
+  "correlation_length_x": 0.24259551532310974,
+  "correlation_length_y": 0.025497081139151757,
+  "orientation": 66.77807414666532,
+  "anisotropy_ratio": 9.514638714883914,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8147639825244332,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3239657355220773,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000363.json b/metadata/sphere/sample_000363.json
new file mode 100644
index 0000000000000000000000000000000000000000..97d3aa4440711a445b1ea5e9f32a071d47fe3487
--- /dev/null
+++ b/metadata/sphere/sample_000363.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 363,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.13544165537762154,
+    "segment_angle": 101.18699832960316
+  },
+  "rq_target": 0.0009219038142752656,
+  "rq_actual": 0.0009219038142752656,
+  "ra_actual": 0.0007370952949555244,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    274,
+    179
+  ],
+  "physical_dimensions": [
+    0.1541350467513342,
+    0.04520541716424994
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005917897103630976,
+    "max_slope": 0.0008761699532138928,
+    "height_range": 0.1617189274128351,
+    "mean_height": 0.0602824813134946,
+    "std_height": 0.05039561630385917
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.312994",
+  "correlation_length": 0.022474827166897717,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6602297045047516,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3132011983593022,
+    "fractal_modes": 82
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000366.json b/metadata/sphere/sample_000366.json
new file mode 100644
index 0000000000000000000000000000000000000000..f96c9503ae614d6a721a25075258fed777cbd80a
--- /dev/null
+++ b/metadata/sphere/sample_000366.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 366,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.10872452036622161,
+    "segment_angle": 109.79150692455681
+  },
+  "rq_target": 0.0008236482844754709,
+  "rq_actual": 0.0008236482844754709,
+  "ra_actual": 0.0006700714166731937,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    241,
+    160
+  ],
+  "physical_dimensions": [
+    0.17670549073693545,
+    0.03632800676947411
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0006055983130795553,
+    "max_slope": 0.0008680740967395781,
+    "height_range": 0.1455384741960816,
+    "mean_height": 0.05540968879203434,
+    "std_height": 0.04574109807815038
+  },
+  "generation_timestamp": "2025-11-08T03:06:52.624783",
+  "correlation_length": 0.0541172893653896,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7114790974957345,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4080707912649935,
+    "fractal_modes": 79
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000377.json b/metadata/sphere/sample_000377.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f79e700dc39d356d913311104834ae10cf62d21
--- /dev/null
+++ b/metadata/sphere/sample_000377.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 377,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9580464034252688,
+    "segment_angle": 34.5039404157309
+  },
+  "rq_target": 0.0038205308908731426,
+  "rq_actual": 0.003820530890873143,
+  "ra_actual": 0.003067168301929981,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    384,
+    109
+  ],
+  "physical_dimensions": [
+    0.1719545141788469,
+    0.10873206308845526
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0004399983102923079,
+    "max_slope": 0.0008523307196005303,
+    "height_range": 0.16853259365702403,
+    "mean_height": 0.05693707542308398,
+    "std_height": 0.05060353443875412
+  },
+  "generation_timestamp": "2025-11-08T03:10:03.749795",
+  "correlation_length_x": 0.029619608943313034,
+  "correlation_length_y": 0.0031335739962669723,
+  "orientation": 100.02648644836408,
+  "anisotropy_ratio": 9.452340675088216,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.802387095546191,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3804722807306259,
+    "fractal_modes": 86
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000382.json b/metadata/sphere/sample_000382.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5a6e8030b1dafd8871333645c5b1bb46cdc2c4e
--- /dev/null
+++ b/metadata/sphere/sample_000382.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 382,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.5635164238468241,
+    "segment_angle": 78.75185895876682
+  },
+  "rq_target": 0.003988035232833957,
+  "rq_actual": 0.003988035232833957,
+  "ra_actual": 0.003260247168183161,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    356,
+    187
+  ],
+  "physical_dimensions": [
+    0.16694771341850345,
+    0.0451051563111571
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0012771612407591003,
+    "max_slope": 0.0021390691546636087,
+    "height_range": 0.45359775527010016,
+    "mean_height": 0.16159036705187002,
+    "std_height": 0.13887158644422384
+  },
+  "generation_timestamp": "2025-11-08T03:10:04.480556",
+  "correlation_length": 0.005912558439441657,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7049332775477941,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44174100923362203,
+    "fractal_modes": 67
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000423.json b/metadata/sphere/sample_000423.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4442e865daca6d22e6a52a7fa39d04199142e3e
--- /dev/null
+++ b/metadata/sphere/sample_000423.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 423,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.6027860529076582,
+    "segment_angle": 40.32585961379993
+  },
+  "rq_target": 0.0017379589870756777,
+  "rq_actual": 0.0017379589870756777,
+  "ra_actual": 0.001429310895789573,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    300,
+    101
+  ],
+  "physical_dimensions": [
+    0.1625340001453457,
+    0.05031278621650108
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00047898513605558013,
+    "max_slope": 0.0009169469107538908,
+    "height_range": 0.14323623236869135,
+    "mean_height": 0.04862512196963657,
+    "std_height": 0.043109445431964585
+  },
+  "generation_timestamp": "2025-11-08T03:13:18.649460",
+  "correlation_length_x": 0.023556457938727442,
+  "correlation_length_y": 0.0017395232864986416,
+  "orientation": 31.89879017289967,
+  "anisotropy_ratio": 13.541904337562794,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.824234612408189,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4568111133996543,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000441.json b/metadata/sphere/sample_000441.json
new file mode 100644
index 0000000000000000000000000000000000000000..37749f2127b14210c8d39469980b8b6e0d58aa26
--- /dev/null
+++ b/metadata/sphere/sample_000441.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 441,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.4193409988759007,
+    "segment_angle": 118.5821343317365
+  },
+  "rq_target": 0.0018910892201092436,
+  "rq_actual": 0.0018910892201092439,
+  "ra_actual": 0.0015514504701555428,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    364,
+    164
+  ],
+  "physical_dimensions": [
+    0.17721497646890397,
+    0.035777597945921884
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0017060881722461348,
+    "max_slope": 0.0023908550659781647,
+    "height_range": 0.6199613088233609,
+    "mean_height": 0.2416074502177451,
+    "std_height": 0.19644671244895323
+  },
+  "generation_timestamp": "2025-11-08T03:16:32.084627",
+  "correlation_length": 0.010235263368005012,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7331694188612043,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3729753957583764,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000491.json b/metadata/sphere/sample_000491.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4bb10c937df07190959b29beb6421b4756a4d48
--- /dev/null
+++ b/metadata/sphere/sample_000491.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 491,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9027273023215114,
+    "segment_angle": 39.460510566593896
+  },
+  "rq_target": 0.0048240595826032845,
+  "rq_actual": 0.0048240595826032845,
+  "ra_actual": 0.004047520539402025,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    386,
+    148
+  ],
+  "physical_dimensions": [
+    0.17092311636082272,
+    0.04656716754677956
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0005344001550575252,
+    "max_slope": 0.0010252049622150872,
+    "height_range": 0.20576513517498377,
+    "mean_height": 0.06977770272949221,
+    "std_height": 0.061865342859703985
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.281398",
+  "correlation_length": 0.00789052784469847,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7177810664272152,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.35163851838131344,
+    "fractal_modes": 96
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000493.json b/metadata/sphere/sample_000493.json
new file mode 100644
index 0000000000000000000000000000000000000000..088b76b479155ade99d3a56aae58e22dce5eacf6
--- /dev/null
+++ b/metadata/sphere/sample_000493.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 493,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.6311981743924536,
+    "segment_angle": 31.84072886077098
+  },
+  "rq_target": 0.0038374042560681814,
+  "rq_actual": 0.0038374042560681814,
+  "ra_actual": 0.0031499801513962572,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    381,
+    110
+  ],
+  "physical_dimensions": [
+    0.16802268263673326,
+    0.07784507494416858
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002499411426054526,
+    "max_slope": 0.00048640987936439395,
+    "height_range": 0.09498403290431678,
+    "mean_height": 0.032031701819208246,
+    "std_height": 0.028502073538752636
+  },
+  "generation_timestamp": "2025-11-08T03:22:26.536514",
+  "correlation_length": 0.0611958834203851,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.8487397820405511,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.44236511608520734,
+    "fractal_modes": 92
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000498.json b/metadata/sphere/sample_000498.json
new file mode 100644
index 0000000000000000000000000000000000000000..533dcc34de6583cba30f4c4a0ccc976c429650ae
--- /dev/null
+++ b/metadata/sphere/sample_000498.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 498,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.27228364747419564,
+    "segment_angle": 95.13596277615828
+  },
+  "rq_target": 0.0016943752684915976,
+  "rq_actual": 0.0016943752684915976,
+  "ra_actual": 0.0013540860584939538,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    356,
+    192
+  ],
+  "physical_dimensions": [
+    0.15535578151922644,
+    0.031638228349234
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0008350959859408469,
+    "max_slope": 0.0012735429007162957,
+    "height_range": 0.29665833345241754,
+    "mean_height": 0.10906967175298145,
+    "std_height": 0.09190394191960355
+  },
+  "generation_timestamp": "2025-11-08T03:22:27.083902",
+  "correlation_length_x": 0.025992244440797944,
+  "correlation_length_y": 0.009056998164636149,
+  "orientation": 30.0,
+  "anisotropy_ratio": 2.869852015901578,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7028859340143321,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4241479641683996,
+    "fractal_modes": 85
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000510.json b/metadata/sphere/sample_000510.json
new file mode 100644
index 0000000000000000000000000000000000000000..f367fc523f08e10505e7421d5f3190d58e3cc7ce
--- /dev/null
+++ b/metadata/sphere/sample_000510.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 510,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9718015244206288,
+    "segment_angle": 106.32749717476892
+  },
+  "rq_target": 0.0021333339701963697,
+  "rq_actual": 0.0021333339701963697,
+  "ra_actual": 0.0017704004957065519,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    392,
+    100
+  ],
+  "physical_dimensions": [
+    0.1618525686336992,
+    0.04438021559064592
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0031816878689726034,
+    "max_slope": 0.004612348756906803,
+    "height_range": 1.2450014657634583,
+    "mean_height": 0.4696463182137073,
+    "std_height": 0.38943827737832226
+  },
+  "generation_timestamp": "2025-11-08T03:25:33.262257",
+  "correlation_length_x": 0.03138862194421849,
+  "correlation_length_y": 0.015399824669581568,
+  "orientation": 90.0,
+  "anisotropy_ratio": 2.0382454097817564,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6624217109782993,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47458363590628067,
+    "fractal_modes": 100
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000523.json b/metadata/sphere/sample_000523.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb0f0213ce89c05009425d7c07b40d60a6876586
--- /dev/null
+++ b/metadata/sphere/sample_000523.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 523,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.7923801756377329,
+    "segment_angle": 76.1737832565896
+  },
+  "rq_target": 0.0025576482740845095,
+  "rq_actual": 0.00255764827408451,
+  "ra_actual": 0.0021525950704002783,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    340,
+    106
+  ],
+  "physical_dimensions": [
+    0.15989873917683955,
+    0.03595317615274924
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.001778029337093366,
+    "max_slope": 0.0030160356562907165,
+    "height_range": 0.6030189100151891,
+    "mean_height": 0.21390249767224692,
+    "std_height": 0.18434534964328794
+  },
+  "generation_timestamp": "2025-11-08T03:25:34.793381",
+  "correlation_length": 0.018527567577202614,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6955496854953402,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.38958820723877075,
+    "fractal_modes": 74
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000530.json b/metadata/sphere/sample_000530.json
new file mode 100644
index 0000000000000000000000000000000000000000..36670fe029ad473ad23d7bc025be6c3bb4d4fdb3
--- /dev/null
+++ b/metadata/sphere/sample_000530.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 530,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.6956508922682857,
+    "segment_angle": 106.62445011117646
+  },
+  "rq_target": 0.0023166835746130897,
+  "rq_actual": 0.0023166835746130897,
+  "ra_actual": 0.001904432492760551,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    225,
+    116
+  ],
+  "physical_dimensions": [
+    0.17511830641959905,
+    0.04030198360811378
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003988706721720624,
+    "max_slope": 0.005779262492374704,
+    "height_range": 0.8946747281037783,
+    "mean_height": 0.33795116476563186,
+    "std_height": 0.2803909048161655
+  },
+  "generation_timestamp": "2025-11-08T03:28:35.823517",
+  "correlation_length": 0.089654754255718,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8104011182482879,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.45429675965523675,
+    "fractal_modes": 97
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000536.json b/metadata/sphere/sample_000536.json
new file mode 100644
index 0000000000000000000000000000000000000000..329f2d5d6663b5fb8ab464ee9a58cd8c55aa3e17
--- /dev/null
+++ b/metadata/sphere/sample_000536.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 536,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.7422831982176205,
+    "segment_angle": 112.84168630321838
+  },
+  "rq_target": 0.0007649913772834836,
+  "rq_actual": 0.0007649913772834837,
+  "ra_actual": 0.0006281267386121985,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    249,
+    136
+  ],
+  "physical_dimensions": [
+    0.1542379127314154,
+    0.03447608062289033
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00414923594138304,
+    "max_slope": 0.005894673675613138,
+    "height_range": 1.0304272904559018,
+    "mean_height": 0.3954269218825457,
+    "std_height": 0.324822248426056
+  },
+  "generation_timestamp": "2025-11-08T03:28:36.628359",
+  "correlation_length_x": 0.054959310357566904,
+  "correlation_length_y": 0.0031195046016062925,
+  "orientation": 95.49456454335345,
+  "anisotropy_ratio": 17.617960983057152,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.6965900409100049,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.414497230820865,
+    "fractal_modes": 76
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000540.json b/metadata/sphere/sample_000540.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3d5d398b4633ea17b00898bdbd1189b42ac26c1
--- /dev/null
+++ b/metadata/sphere/sample_000540.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 540,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9885845052317046,
+    "segment_angle": 37.91908224505124
+  },
+  "rq_target": 0.0011328060473954514,
+  "rq_actual": 0.0011328060473954514,
+  "ra_actual": 0.0009174220476254151,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    220,
+    156
+  ],
+  "physical_dimensions": [
+    0.18466028707410803,
+    0.038159427975944196
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0009528588618327902,
+    "max_slope": 0.0018323853572882742,
+    "height_range": 0.2087104999034757,
+    "mean_height": 0.07075612537084205,
+    "std_height": 0.06285059644310147
+  },
+  "generation_timestamp": "2025-11-08T03:28:37.047874",
+  "correlation_length": 0.05469714113082721,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.707496243334856,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3760635830819362,
+    "fractal_modes": 63
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000569.json b/metadata/sphere/sample_000569.json
new file mode 100644
index 0000000000000000000000000000000000000000..b836f0896edb7e93909a666305fc785f2db5d902
--- /dev/null
+++ b/metadata/sphere/sample_000569.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 569,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.402347006175908,
+    "segment_angle": 40.465205418631186
+  },
+  "rq_target": 0.0027498948454953635,
+  "rq_actual": 0.0027498948454953635,
+  "ra_actual": 0.0022593278459855136,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "structural_degradation",
+  "method": "hybrid",
+  "grid_resolution": [
+    274,
+    115
+  ],
+  "physical_dimensions": [
+    0.15943007450185906,
+    0.05863783825713244
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00035247894461983947,
+    "max_slope": 0.0006744863139845209,
+    "height_range": 0.09624131448531616,
+    "mean_height": 0.032680245433166825,
+    "std_height": 0.028976171752733086
+  },
+  "generation_timestamp": "2025-11-08T03:31:45.756477",
+  "correlation_length": 0.01851565972323504,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7180239227963044,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.47084978746128153,
+    "fractal_modes": 64
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000582.json b/metadata/sphere/sample_000582.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f9708c399d9a8397c513c7697262ed89fdb3090
--- /dev/null
+++ b/metadata/sphere/sample_000582.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 582,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.2645293586416224,
+    "segment_angle": 31.1102981181045
+  },
+  "rq_target": 0.0015798264326385976,
+  "rq_actual": 0.0015798264326385974,
+  "ra_actual": 0.0012612251124972536,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    267,
+    165
+  ],
+  "physical_dimensions": [
+    0.15462087420575174,
+    0.04795689871421789
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00014301751712267324,
+    "max_slope": 0.0002785262206506309,
+    "height_range": 0.038046138403098256,
+    "mean_height": 0.012831368394061704,
+    "std_height": 0.01142805398331718
+  },
+  "generation_timestamp": "2025-11-08T03:34:50.640589",
+  "correlation_length": 0.020318045876911293,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.8370935770820478,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40822193339337653,
+    "fractal_modes": 98
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000589.json b/metadata/sphere/sample_000589.json
new file mode 100644
index 0000000000000000000000000000000000000000..34a4bcfe64d214189aa0eef8cc60e5f0b81e9d63
--- /dev/null
+++ b/metadata/sphere/sample_000589.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 589,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9960635268601024,
+    "segment_angle": 104.0600772005477
+  },
+  "rq_target": 0.001516999835910232,
+  "rq_actual": 0.001516999835910232,
+  "ra_actual": 0.0012379752829695253,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    242,
+    157
+  ],
+  "physical_dimensions": [
+    0.16059311917789487,
+    0.0790452952008143
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.005131011016562689,
+    "max_slope": 0.007506284788901585,
+    "height_range": 1.238046364489499,
+    "mean_height": 0.4647012145907193,
+    "std_height": 0.3869696209966758
+  },
+  "generation_timestamp": "2025-11-08T03:34:51.483587",
+  "correlation_length_x": 0.0429550386501324,
+  "correlation_length_y": 0.01487222617548966,
+  "orientation": 101.9216089652196,
+  "anisotropy_ratio": 2.8882722830644503,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.6736038562885072,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.4955894794489814,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000595.json b/metadata/sphere/sample_000595.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fa1d333954dd08025e98a00e07bd094367057de
--- /dev/null
+++ b/metadata/sphere/sample_000595.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 595,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.8693201503673992,
+    "segment_angle": 58.84651070149435
+  },
+  "rq_target": 0.0014997844686204715,
+  "rq_actual": 0.0014997844686204715,
+  "ra_actual": 0.00123121772039229,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    277,
+    121
+  ],
+  "physical_dimensions": [
+    0.17287105734712133,
+    0.054725674189866264
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0015197771143385338,
+    "max_slope": 0.002765307311867804,
+    "height_range": 0.4195925974956724,
+    "mean_height": 0.14520898223733314,
+    "std_height": 0.12718993320556954
+  },
+  "generation_timestamp": "2025-11-08T03:34:52.189123",
+  "correlation_length_x": 0.0389297978576197,
+  "correlation_length_y": 0.005323281755049451,
+  "orientation": 90.0,
+  "anisotropy_ratio": 7.313119922816871,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.76904845180358,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.39599381493494407,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000601.json b/metadata/sphere/sample_000601.json
new file mode 100644
index 0000000000000000000000000000000000000000..deca5dfcc0859ed1a32696a10a2a4e0448fb0f1b
--- /dev/null
+++ b/metadata/sphere/sample_000601.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 601,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.3062956110920552,
+    "segment_angle": 30.865625327258854
+  },
+  "rq_target": 0.002217892929205387,
+  "rq_actual": 0.002217892929205387,
+  "ra_actual": 0.0018396660744738266,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    375,
+    169
+  ],
+  "physical_dimensions": [
+    0.1982179853898401,
+    0.08008593324172184
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00011598124430773229,
+    "max_slope": 0.0002260671769516373,
+    "height_range": 0.04337977415673986,
+    "mean_height": 0.014620220002855204,
+    "std_height": 0.013014736968941313
+  },
+  "generation_timestamp": "2025-11-08T03:37:45.100723",
+  "correlation_length_x": 0.02080865124110591,
+  "correlation_length_y": 0.01568521583461117,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.3266410523462042,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.6528683326681509,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40287896306365156,
+    "fractal_modes": 70
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000602.json b/metadata/sphere/sample_000602.json
new file mode 100644
index 0000000000000000000000000000000000000000..76c0d4932a3dfd274a4849413d58786de9ee62f2
--- /dev/null
+++ b/metadata/sphere/sample_000602.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 602,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9417909305805304,
+    "segment_angle": 82.39035737531557
+  },
+  "rq_target": 0.002596036056805617,
+  "rq_actual": 0.002596036056805617,
+  "ra_actual": 0.0020913702529931828,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "end_of_life_corrosion",
+  "method": "hybrid",
+  "grid_resolution": [
+    202,
+    198
+  ],
+  "physical_dimensions": [
+    0.17562543503037686,
+    0.08286029463291625
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.004061512715060952,
+    "max_slope": 0.006675122523242427,
+    "height_range": 0.8170759565978147,
+    "mean_height": 0.2931965630407502,
+    "std_height": 0.25125387248365444
+  },
+  "generation_timestamp": "2025-11-08T03:37:45.210955",
+  "correlation_length": 0.07954386100654645,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7071721307997993,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.343335286314153,
+    "fractal_modes": 90
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000621.json b/metadata/sphere/sample_000621.json
new file mode 100644
index 0000000000000000000000000000000000000000..28a560600d58780cbdec8c2ee6d1deacef374dd2
--- /dev/null
+++ b/metadata/sphere/sample_000621.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 621,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.9090370607705137,
+    "segment_angle": 101.48562514829608
+  },
+  "rq_target": 0.0044770995576658805,
+  "rq_actual": 0.0044770995576658805,
+  "ra_actual": 0.0037331518089711853,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    358,
+    190
+  ],
+  "physical_dimensions": [
+    0.17317287358744235,
+    0.07756130167286242
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.003051014092783088,
+    "max_slope": 0.004510166972961915,
+    "height_range": 1.090046407757537,
+    "mean_height": 0.40648802965323727,
+    "std_height": 0.33951979168437396
+  },
+  "generation_timestamp": "2025-11-08T03:37:47.359810",
+  "correlation_length_x": 0.0769568488758438,
+  "correlation_length_y": 0.007292757272199913,
+  "orientation": 1.174914636688964,
+  "anisotropy_ratio": 10.552503806647222,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7288724018011101,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3028631343502964,
+    "fractal_modes": 83
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000623.json b/metadata/sphere/sample_000623.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7b2577f04d661fe9738124d487a1d9ed61b8d62
--- /dev/null
+++ b/metadata/sphere/sample_000623.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 623,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.8664072535203159,
+    "segment_angle": 79.16464909020843
+  },
+  "rq_target": 0.0007000073591332555,
+  "rq_actual": 0.0007000073591332555,
+  "ra_actual": 0.0005749470531903322,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    244,
+    189
+  ],
+  "physical_dimensions": [
+    0.18899829159985335,
+    0.059139023382220435
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.002893272899499647,
+    "max_slope": 0.0048358525158189725,
+    "height_range": 0.7035336585173138,
+    "mean_height": 0.25093728863284476,
+    "std_height": 0.21571180125936612
+  },
+  "generation_timestamp": "2025-11-08T03:37:47.627554",
+  "correlation_length_x": 0.01706924169401578,
+  "correlation_length_y": 0.005578979057826132,
+  "orientation": 149.24304717775715,
+  "anisotropy_ratio": 3.059563679499967,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 7,
+    "perlin_persistence": 0.7136334182340657,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40630342281416953,
+    "fractal_modes": 77
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000643.json b/metadata/sphere/sample_000643.json
new file mode 100644
index 0000000000000000000000000000000000000000..4246d62cdb4ea0f3fda942da4527cd0a4db08c70
--- /dev/null
+++ b/metadata/sphere/sample_000643.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 643,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.697983988182134,
+    "segment_angle": 40.83305300650584
+  },
+  "rq_target": 0.0021128904959487145,
+  "rq_actual": 0.0021128904959487145,
+  "ra_actual": 0.0016926491297966342,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "random",
+  "method": "hybrid",
+  "grid_resolution": [
+    283,
+    117
+  ],
+  "physical_dimensions": [
+    0.18356785313595625,
+    0.06936929466504785
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.000602309918738331,
+    "max_slope": 0.0011516818676229335,
+    "height_range": 0.16987675160663285,
+    "mean_height": 0.05769887912395495,
+    "std_height": 0.051145692386337226
+  },
+  "generation_timestamp": "2025-11-08T03:40:51.653140",
+  "correlation_length": 0.012018545874058578,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7567251562557781,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.3968493929622726,
+    "fractal_modes": 84
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000675.json b/metadata/sphere/sample_000675.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2f35300ed81357336c9bb988b1c8c1d621a646d
--- /dev/null
+++ b/metadata/sphere/sample_000675.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 675,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.13947246959694815,
+    "segment_angle": 53.89744095739308
+  },
+  "rq_target": 0.0010883248089326642,
+  "rq_actual": 0.0010883248089326644,
+  "ra_actual": 0.0008717075681106466,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "catastrophic_leading_edge",
+  "method": "hybrid",
+  "grid_resolution": [
+    200,
+    186
+  ],
+  "physical_dimensions": [
+    0.15697921378795884,
+    0.03178794606024304
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.0002877871415297953,
+    "max_slope": 0.0005317675782801484,
+    "height_range": 0.057290765382087896,
+    "mean_height": 0.01972361136592158,
+    "std_height": 0.017354128816936137
+  },
+  "generation_timestamp": "2025-11-08T03:46:46.996116",
+  "correlation_length_x": 0.017847938811058055,
+  "correlation_length_y": 0.012700946351684454,
+  "orientation": 0.0,
+  "anisotropy_ratio": 1.4052447996279416,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 6,
+    "perlin_persistence": 0.7315484012260366,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.43417326864714545,
+    "fractal_modes": 95
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000754.json b/metadata/sphere/sample_000754.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee5cf30a26bb82d22990fb36cc0d8758bc190c27
--- /dev/null
+++ b/metadata/sphere/sample_000754.json
@@ -0,0 +1,44 @@
+{
+  "sample_id": 754,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.6252796280473303,
+    "segment_angle": 32.07566079242718
+  },
+  "rq_target": 0.0018438173507422883,
+  "rq_actual": 0.0018438173507422885,
+  "ra_actual": 0.001480628361320359,
+  "severity": "high_corrosion",
+  "is_anisotropic": false,
+  "psd_method": "exponential",
+  "manufacturing_process": "extreme_pitting_coalescence",
+  "method": "hybrid",
+  "grid_resolution": [
+    394,
+    172
+  ],
+  "physical_dimensions": [
+    0.15014330457601816,
+    0.07554561587556176
+  ],
+  "curvature_statistics": {
+    "mean_slope": 0.00024286039315689497,
+    "max_slope": 0.000472461974522706,
+    "height_range": 0.09545044671517153,
+    "mean_height": 0.03219258377544183,
+    "std_height": 0.02864101063856449
+  },
+  "generation_timestamp": "2025-11-08T03:56:00.292004",
+  "correlation_length": 0.03151225450559028,
+  "hybrid_parameters": {
+    "w_psd": 0.1,
+    "w_perlin": 0.15,
+    "w_fractal": 0.75,
+    "perlin_octaves": 8,
+    "perlin_persistence": 0.7660807946379684,
+    "perlin_lacunarity": 2.5,
+    "fractal_hurst": 0.40636965054828394,
+    "fractal_modes": 87
+  }
+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000789.json b/metadata/sphere/sample_000789.json
new file mode 100644
index 0000000000000000000000000000000000000000..e18ef2c858fde147cd3baacb0dcb7968b26c46d3
--- /dev/null
+++ b/metadata/sphere/sample_000789.json
@@ -0,0 +1,47 @@
+{
+  "sample_id": 789,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
+    "type": "sphere",
+    "radius": 0.29837429977800745,
+    "segment_angle": 119.39127487616148
+  },
+  "rq_target": 0.0041912510076548525,
+  "rq_actual": 0.0041912510076548525,
+  "ra_actual": 0.003478207898594917,
+  "severity": "high_corrosion",
+  "is_anisotropic": true,
+  "psd_method": "exponential",
+  "manufacturing_process": "combined_mechanisms",
+  "method": "hybrid",
+  "grid_resolution": [
+    335,
+    168
+  ],
+  "physical_dimensions": [
+    0.18314174859520868,
+    0.0380317858355354
+  ],
+  "curvature_statistics": {
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\ No newline at end of file
diff --git a/metadata/sphere/sample_000795.json b/metadata/sphere/sample_000795.json
new file mode 100644
index 0000000000000000000000000000000000000000..84944cf256ddb6fa4e429b3fb7c9998ee6ca2641
--- /dev/null
+++ b/metadata/sphere/sample_000795.json
@@ -0,0 +1,44 @@
+{
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+}
\ No newline at end of file
diff --git a/metadata/sphere/sample_000871.json b/metadata/sphere/sample_000871.json
new file mode 100644
index 0000000000000000000000000000000000000000..620b566892a46ad6e4876874f1a2827566e8a422
--- /dev/null
+++ b/metadata/sphere/sample_000871.json
@@ -0,0 +1,47 @@
+{
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+  "geometry_type": "sphere",
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\ No newline at end of file
diff --git a/metadata/sphere/sample_000899.json b/metadata/sphere/sample_000899.json
new file mode 100644
index 0000000000000000000000000000000000000000..f7ad1ea97ab39337ef91cc1c99911f324185f46a
--- /dev/null
+++ b/metadata/sphere/sample_000899.json
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+{
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\ No newline at end of file
diff --git a/metadata/sphere/sample_000913.json b/metadata/sphere/sample_000913.json
new file mode 100644
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--- /dev/null
+++ b/metadata/sphere/sample_000913.json
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+{
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\ No newline at end of file
diff --git a/metadata/sphere/sample_000919.json b/metadata/sphere/sample_000919.json
new file mode 100644
index 0000000000000000000000000000000000000000..722096166917e89d956ea3c2a7bd54990dffc41d
--- /dev/null
+++ b/metadata/sphere/sample_000919.json
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+{
+  "sample_id": 919,
+  "geometry_type": "sphere",
+  "geometry_parameters": {
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\ No newline at end of file
diff --git a/metadata/sphere/sample_000947.json b/metadata/sphere/sample_000947.json
new file mode 100644
index 0000000000000000000000000000000000000000..746a6630bad62473a70b1a893638e03ed9d4b33f
--- /dev/null
+++ b/metadata/sphere/sample_000947.json
@@ -0,0 +1,47 @@
+{
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+  "geometry_type": "sphere",
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+  "orientation": 60.0,
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\ No newline at end of file
diff --git a/metadata/sphere/sample_000982.json b/metadata/sphere/sample_000982.json
new file mode 100644
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--- /dev/null
+++ b/metadata/sphere/sample_000982.json
@@ -0,0 +1,44 @@
+{
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+  "geometry_type": "sphere",
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+  "severity": "high_corrosion",
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\ No newline at end of file
diff --git a/metadata/sphere/sample_000990.json b/metadata/sphere/sample_000990.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce0aba338714bebfac656e7f9bbac3990fd49b36
--- /dev/null
+++ b/metadata/sphere/sample_000990.json
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+{
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+  "geometry_type": "sphere",
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\ No newline at end of file
diff --git a/statistics/generation_statistics.json b/statistics/generation_statistics.json
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--- /dev/null
+++ b/statistics/generation_statistics.json
@@ -0,0 +1,29 @@
+{
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\ No newline at end of file
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