diff --git a/final_data_processed/sim_00001/experiment_details.json b/final_data_processed/sim_00001/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..0fcd82acd329ae2c0811a94eb9c94a6b18e6f033
--- /dev/null
+++ b/final_data_processed/sim_00001/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 4.5e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "101.127472137",
+        "motion": {
+          "velocity": [
+            "0.52394730996",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 3.5686469537597424e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00001/frames.csv b/final_data_processed/sim_00001/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccb54369a0ac12ed008fbb2c61bcb7d07e4439ca
--- /dev/null
+++ b/final_data_processed/sim_00001/frames.csv
@@ -0,0 +1,353 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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+67,13153,Conduction,frames/front/frame_00067.png,frames/side/frame_00067.png,frames/top/frame_00067.png
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diff --git a/final_data_processed/sim_00001/labeling_provenance.json b/final_data_processed/sim_00001/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..3cfdd6582b0cacc1cc099ab11ea7c236e85f15b7
--- /dev/null
+++ b/final_data_processed/sim_00001/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 352,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 352,
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+  "median_zmin_m": -5.069144e-05,
+  "keyhole_threshold_m": -7.603716e-05,
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+  "n_monitor_rows_ie": 111,
+  "n_monitor_rows_valid": 68685,
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+  "labeled_at": "2026-05-06T19:52:54.344665+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:54.344665+00:00",
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+}
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diff --git a/final_data_processed/sim_00001/metadata.json b/final_data_processed/sim_00001/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e37cddc27a3ef54b5a2ac5c76f75dccdb4270e47
--- /dev/null
+++ b/final_data_processed/sim_00001/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-101p127472137_VX-0p52394730996_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-3p56864695376e-06_H-b0e5aed98c",
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+  "n_skipped_incomplete": 0
+}
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diff --git a/final_data_processed/sim_00001/parameters.json b/final_data_processed/sim_00001/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b79e66221fc671924f3dd0d8b129a9da721d169
--- /dev/null
+++ b/final_data_processed/sim_00001/parameters.json
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+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00006/experiment_details.json b/final_data_processed/sim_00006/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..c31336ba41892ad0beebf003d9d67aee5b880b51
--- /dev/null
+++ b/final_data_processed/sim_00006/experiment_details.json
@@ -0,0 +1,225 @@
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..12d2aa3ce1ebd944599fabd8ebad66c818d0218a
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+80,24492,Forming Phase,frames/front/frame_00080.png,frames/side/frame_00080.png,frames/top/frame_00080.png
+81,24798,Forming Phase,frames/front/frame_00081.png,frames/side/frame_00081.png,frames/top/frame_00081.png
+82,25104,Forming Phase,frames/front/frame_00082.png,frames/side/frame_00082.png,frames/top/frame_00082.png
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+84,25716,Forming Phase,frames/front/frame_00084.png,frames/side/frame_00084.png,frames/top/frame_00084.png
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+86,26328,Forming Phase,frames/front/frame_00086.png,frames/side/frame_00086.png,frames/top/frame_00086.png
+87,26634,Forming Phase,frames/front/frame_00087.png,frames/side/frame_00087.png,frames/top/frame_00087.png
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diff --git a/final_data_processed/sim_00006/labeling_provenance.json b/final_data_processed/sim_00006/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..02b58f150c8ee457f71ead2a254ede86cb6f644f
--- /dev/null
+++ b/final_data_processed/sim_00006/labeling_provenance.json
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+{
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+}
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diff --git a/final_data_processed/sim_00006/metadata.json b/final_data_processed/sim_00006/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d7f29dde2087fd8c8a0098191b77be81406055f
--- /dev/null
+++ b/final_data_processed/sim_00006/metadata.json
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+{
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+}
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diff --git a/final_data_processed/sim_00006/parameters.json b/final_data_processed/sim_00006/parameters.json
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index 0000000000000000000000000000000000000000..b71b837b4de793f328900d6f87bbbbaf20722895
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+++ b/final_data_processed/sim_00006/parameters.json
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+{
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+}
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diff --git a/final_data_processed/sim_00007/experiment_details.json b/final_data_processed/sim_00007/experiment_details.json
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index 0000000000000000000000000000000000000000..7495bfa54c7685575d1cd7423749d6ea613613cc
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..2903eb3e15bf0cf624a8337c6904cfdfc7d170ed
--- /dev/null
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diff --git a/final_data_processed/sim_00007/labeling_provenance.json b/final_data_processed/sim_00007/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..f673a3018cfbbaed57b4c03c9e0cd778782085da
--- /dev/null
+++ b/final_data_processed/sim_00007/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 121,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 121,
+  "n_keyhole": 0,
+  "n_conduction": 86,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -4.6820869999999995e-05,
+  "keyhole_threshold_m": -7.0231305e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 33764,
+  "n_monitor_rows_valid": 81836,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:54.429582+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
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+    "applied_at": "2026-05-06T19:52:54.429582+00:00",
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00007/metadata.json b/final_data_processed/sim_00007/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8b97b74416e9b67b1eeb49d87c2ddbf54b4aefd
--- /dev/null
+++ b/final_data_processed/sim_00007/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_hash": "b40dbd8ddd",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00007/parameters.json b/final_data_processed/sim_00007/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8970990b52c0b57febabcb8275d9fd00fb1d3f7
--- /dev/null
+++ b/final_data_processed/sim_00007/parameters.json
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+{
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00008/.DS_Store b/final_data_processed/sim_00008/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..ec1be640c4fb14370d60b200ea9cb0d9cbe194cc
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diff --git a/final_data_processed/sim_00008/experiment_details.json b/final_data_processed/sim_00008/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f759f6d420d260a28e8ab25b1a78f79955434c9
--- /dev/null
+++ b/final_data_processed/sim_00008/experiment_details.json
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+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 6.8440284962256395e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00008/frames.csv b/final_data_processed/sim_00008/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..488a50ac4c372de4764f9a29cdfd4ae0afea17bb
--- /dev/null
+++ b/final_data_processed/sim_00008/frames.csv
@@ -0,0 +1,305 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00008/labeling_provenance.json b/final_data_processed/sim_00008/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..33e970215c74936d3bd5a424c5980c0c80cab836
--- /dev/null
+++ b/final_data_processed/sim_00008/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 304,
+  "n_frames_auto_labeled": 304,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 304,
+  "n_keyhole": 0,
+  "n_conduction": 261,
+  "n_initial_emptiness": 43,
+  "median_zmin_m": -3.8632185e-05,
+  "keyhole_threshold_m": -5.79482775e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 16276,
+  "n_monitor_rows_valid": 99324,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:54.445191+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:54.445191+00:00",
+    "n_csv_rows_for_experiment": 304,
+    "n_csv_rows_overridden": 304,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00008/metadata.json b/final_data_processed/sim_00008/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..44f9cd319f532cba1903d201950971b5a57ae000
--- /dev/null
+++ b/final_data_processed/sim_00008/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 8,
+  "original_folder_name": "P-112p428225508_VX-0p704865651228_LS-6p30987392704e-05_ST-309p241492678_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p84402849623e-06_H-30d8d23b36",
+  "original_hash": "30d8d23b36",
+  "material": "TI64",
+  "n_frames": 304,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00008/parameters.json b/final_data_processed/sim_00008/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ef90561d8faaebc96e946f985a3393ac4552894
--- /dev/null
+++ b/final_data_processed/sim_00008/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 112.428225508,
+    "unit": "W"
+  },
+  "scan_speed_x": {
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+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.30987392704e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 309.241492678,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00009/experiment_details.json b/final_data_processed/sim_00009/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf0314490385302f164bfd20537b77ba645e77bd
--- /dev/null
+++ b/final_data_processed/sim_00009/experiment_details.json
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+{
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+    "domain_min": [
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+    "domain_max": [
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+    "gravity": {
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+        -9.81
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+      "damping_time": 0.0
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+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
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+  "reference_values":   {
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+    "velocity": 5.0
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+  "sph":   {
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+      "initial_conditions": {
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+        "temperature": "322.169166627"
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+      "eos": {
+        "speed_of_sound": 50.0
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+    "melt": {
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+      "material": "TI64",
+      "initial_conditions": {
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+        "temperature": "300.0"
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+      "eos": {
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+    "gas": {
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+      "material": "REAL_AR",
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+        "temperature": "300.0"
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+      "eos": {
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+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
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+}
\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..869a526cbd5fa2df24e1d44518180448b9ad45ec
--- /dev/null
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diff --git a/final_data_processed/sim_00009/labeling_provenance.json b/final_data_processed/sim_00009/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..c863c0c9998d37fcce92090222763937f9a0c698
--- /dev/null
+++ b/final_data_processed/sim_00009/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 103,
+  "n_frames_auto_labeled": 103,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 103,
+  "n_keyhole": 0,
+  "n_conduction": 78,
+  "n_initial_emptiness": 25,
+  "median_zmin_m": -5.082688e-05,
+  "keyhole_threshold_m": -7.624032e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 17933,
+  "n_monitor_rows_valid": 50863,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:54.458138+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:54.458138+00:00",
+    "n_csv_rows_for_experiment": 103,
+    "n_csv_rows_overridden": 103,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00009/metadata.json b/final_data_processed/sim_00009/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..41b0cb46a66781c13fdbe3c3a718e69b1c65abfc
--- /dev/null
+++ b/final_data_processed/sim_00009/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 9,
+  "original_folder_name": "P-112p904894498_VX-0p537693260466_LS-4p63068354409e-05_ST-322p169166627_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p00125_DT-1p19825809506e-05_H-bf889bf790",
+  "original_hash": "bf889bf790",
+  "material": "TI64",
+  "n_frames": 103,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00009/parameters.json b/final_data_processed/sim_00009/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..593f9d0ec8c4823ee9a6285522eb9924b7e3ef1a
--- /dev/null
+++ b/final_data_processed/sim_00009/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 112.904894498,
+    "unit": "W"
+  },
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+    "unit": "m"
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00030/experiment_details.json b/final_data_processed/sim_00030/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..05e069bb3e2fe61928424598501fd83ce20e5cdd
--- /dev/null
+++ b/final_data_processed/sim_00030/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+        -9.81
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+    },
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+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
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+    "velocity": 5.0
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+      }
+    },
+    "melt": {
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+        "velocity": [
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+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
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+        "gas"
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+      "model": "TI64_AIR"
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+  "phase_changes":   {
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+      "substrate"
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+  "lasers":   {
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+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "136.115095044",
+        "motion": {
+          "velocity": [
+            "0.8200930762",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 5.882406208534546e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00030/frames.csv b/final_data_processed/sim_00030/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5eefd6c65ee059a2b7747126557a44065a2bb65a
--- /dev/null
+++ b/final_data_processed/sim_00030/frames.csv
@@ -0,0 +1,355 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00030/labeling_provenance.json b/final_data_processed/sim_00030/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d8e8c1664efa059a84401e04f60751a541237f9
--- /dev/null
+++ b/final_data_processed/sim_00030/labeling_provenance.json
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diff --git a/final_data_processed/sim_00030/metadata.json b/final_data_processed/sim_00030/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bb48bbf589d9d8f0417a84b096665cbf0286b61
--- /dev/null
+++ b/final_data_processed/sim_00030/metadata.json
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+{
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diff --git a/final_data_processed/sim_00030/parameters.json b/final_data_processed/sim_00030/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5daced1e4186d69caaead38612fa84f149f9d8a
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..4a8ab4750c41bc8c031565b937981093eb9e8e25
--- /dev/null
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..b271f67cd685c3cc94360ab84b908fd6f78738d4
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diff --git a/final_data_processed/sim_00037/labeling_provenance.json b/final_data_processed/sim_00037/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..6627a12411050311f9dfd2335353620765a551e6
--- /dev/null
+++ b/final_data_processed/sim_00037/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 265,
+  "n_frames_unmapped": 0,
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+  "n_monitor_rows_valid": 100570,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:54.902807+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:54.902807+00:00",
+    "n_csv_rows_for_experiment": 265,
+    "n_csv_rows_overridden": 265,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00037/metadata.json b/final_data_processed/sim_00037/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..65111f2e1404d10bbdca0b6c41e22d73daf2d0f2
--- /dev/null
+++ b/final_data_processed/sim_00037/metadata.json
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+{
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+  "original_hash": "dd169576f0",
+  "material": "TI64",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00037/parameters.json b/final_data_processed/sim_00037/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..fce30473c4dfc0b065f0d833b2ee43f842fac06b
--- /dev/null
+++ b/final_data_processed/sim_00037/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 140.320645521,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.612281673664,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.56006119926e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 348.910931315,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00038/.DS_Store b/final_data_processed/sim_00038/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..71f72c06905df2c5d6adffcc200cb5a1e557e051
Binary files /dev/null and b/final_data_processed/sim_00038/.DS_Store differ
diff --git a/final_data_processed/sim_00038/experiment_details.json b/final_data_processed/sim_00038/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..10163278076e0fcae566e33a6824f2d44c943267
--- /dev/null
+++ b/final_data_processed/sim_00038/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 4.5e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "140.539865228",
+        "motion": {
+          "velocity": [
+            "0.255658736827",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 7.313589180739073e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00038/frames.csv b/final_data_processed/sim_00038/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a0de28f52502b43593a1aef3b3532f6683d1ff2
--- /dev/null
+++ b/final_data_processed/sim_00038/frames.csv
@@ -0,0 +1,173 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00038/labeling_provenance.json b/final_data_processed/sim_00038/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..e563814097d48de6b3449822a8ea5eda239599d6
--- /dev/null
+++ b/final_data_processed/sim_00038/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 172,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 172,
+  "n_keyhole": 30,
+  "n_conduction": 141,
+  "n_initial_emptiness": 1,
+  "median_zmin_m": -7.074572e-05,
+  "keyhole_threshold_m": -0.00010611858,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 75,
+  "n_monitor_rows_valid": 68721,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:54.914225+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:54.914225+00:00",
+    "n_csv_rows_for_experiment": 172,
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+    "n_frames_unchanged": 0,
+    "bug_free": 1,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00038/metadata.json b/final_data_processed/sim_00038/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cd73952357ac26519ff50a8b76dc52654db712d
--- /dev/null
+++ b/final_data_processed/sim_00038/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-140p539865228_VX-0p255658736827_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-7p31358918074e-06_H-fb250c7cf9",
+  "original_hash": "fb250c7cf9",
+  "material": "TI64",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00038/parameters.json b/final_data_processed/sim_00038/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..852be77106032779acd7897efa3c9f93d609a184
--- /dev/null
+++ b/final_data_processed/sim_00038/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
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+    "unit": "m"
+  },
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+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00039/experiment_details.json b/final_data_processed/sim_00039/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fbd6b8d7f3fd2ff59ef2dd2170bb7fff6d071c7
--- /dev/null
+++ b/final_data_processed/sim_00039/experiment_details.json
@@ -0,0 +1,225 @@
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\ No newline at end of file
diff --git a/final_data_processed/sim_00039/frames.csv b/final_data_processed/sim_00039/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee6fac96524f5496ba2c5365e3bdefd1dcc5f335
--- /dev/null
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diff --git a/final_data_processed/sim_00039/labeling_provenance.json b/final_data_processed/sim_00039/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..d294674a3ec5334b674f215ae3c481ddd997fb83
--- /dev/null
+++ b/final_data_processed/sim_00039/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 104,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 104,
+  "n_keyhole": 0,
+  "n_conduction": 81,
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+  "median_zmin_m": -5.4703284999999994e-05,
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+  "n_monitor_rows_ie": 16798,
+  "n_monitor_rows_valid": 51998,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:54.923046+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:54.923046+00:00",
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+    "n_frames_unchanged": 0,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00039/metadata.json b/final_data_processed/sim_00039/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6662e591a9d819070aade6257a7b8f5bc6b99124
--- /dev/null
+++ b/final_data_processed/sim_00039/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00039/parameters.json b/final_data_processed/sim_00039/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d70e242730a7e09312987cf704c52cd9555a9da
--- /dev/null
+++ b/final_data_processed/sim_00039/parameters.json
@@ -0,0 +1,18 @@
+{
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00052/experiment_details.json b/final_data_processed/sim_00052/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbf11e243997733d36f59020bdf67eaaf117f2ac
--- /dev/null
+++ b/final_data_processed/sim_00052/experiment_details.json
@@ -0,0 +1,225 @@
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\ No newline at end of file
diff --git a/final_data_processed/sim_00052/frames.csv b/final_data_processed/sim_00052/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddb134f5bfc24b229596f8ca514fff630babffc5
--- /dev/null
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+65,21003,Forming Phase,frames/front/frame_00065.png,frames/side/frame_00065.png,frames/top/frame_00065.png
+66,21311,Forming Phase,frames/front/frame_00066.png,frames/side/frame_00066.png,frames/top/frame_00066.png
+67,21620,Forming Phase,frames/front/frame_00067.png,frames/side/frame_00067.png,frames/top/frame_00067.png
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+69,22238,Forming Phase,frames/front/frame_00069.png,frames/side/frame_00069.png,frames/top/frame_00069.png
+70,22546,Forming Phase,frames/front/frame_00070.png,frames/side/frame_00070.png,frames/top/frame_00070.png
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diff --git a/final_data_processed/sim_00052/labeling_provenance.json b/final_data_processed/sim_00052/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..0971ae0fa79b16006a2b5b3006919efc4dc612b7
--- /dev/null
+++ b/final_data_processed/sim_00052/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 370,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 370,
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+  "median_zmin_m": -3.4828545000000004e-05,
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+  "n_monitor_rows_total": 115600,
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+  "n_monitor_rows_valid": 96004,
+  "labeler_id": null,
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+  "human_verification": {
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00052/metadata.json b/final_data_processed/sim_00052/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4bf2e71ec7ce882756afd6e0c843a4df588579f2
--- /dev/null
+++ b/final_data_processed/sim_00052/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_hash": "9bd689b964",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00052/parameters.json b/final_data_processed/sim_00052/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..c9b1c8b36343993aac8efb04a3afe475e59c7637
--- /dev/null
+++ b/final_data_processed/sim_00052/parameters.json
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+{
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+    "unit": "K"
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00053/experiment_details.json b/final_data_processed/sim_00053/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..4541af39d2831a0977a5a08189216f0545a03134
--- /dev/null
+++ b/final_data_processed/sim_00053/experiment_details.json
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+{
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+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00053/frames.csv b/final_data_processed/sim_00053/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..936a26d9812d366756e145ddba144de0abfad4d3
--- /dev/null
+++ b/final_data_processed/sim_00053/frames.csv
@@ -0,0 +1,423 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00053/labeling_provenance.json b/final_data_processed/sim_00053/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fc9404e871b250cac60ee8b616e5efa40415a67
--- /dev/null
+++ b/final_data_processed/sim_00053/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 422,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 422,
+  "n_keyhole": 0,
+  "n_conduction": 288,
+  "n_initial_emptiness": 134,
+  "median_zmin_m": -3.8754535e-05,
+  "keyhole_threshold_m": -5.8131802499999995e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 37222,
+  "n_monitor_rows_valid": 78378,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:55.209376+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:55.209376+00:00",
+    "n_csv_rows_for_experiment": 422,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00053/metadata.json b/final_data_processed/sim_00053/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd485f385ed32b48a20f51c7edd6505ec80c6060
--- /dev/null
+++ b/final_data_processed/sim_00053/metadata.json
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+{
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+  "original_folder_name": "P-151p505871803_VX-0p995509859725_LS-6p72580848008e-05_ST-301p996554082_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-4p84587928074e-06_H-73846c96ef",
+  "original_hash": "73846c96ef",
+  "material": "TI64",
+  "n_frames": 422,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00053/parameters.json b/final_data_processed/sim_00053/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..50dd21dd6f86ad8c506958394b8bbe77068ad0ad
--- /dev/null
+++ b/final_data_processed/sim_00053/parameters.json
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+{
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+    "unit": "m"
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00054/experiment_details.json b/final_data_processed/sim_00054/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2cabb2b609370d0dbdbf48e53a7c631305445a6
--- /dev/null
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..179b7ec2c1c054912ad53d987e3849736d14a77d
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diff --git a/final_data_processed/sim_00054/labeling_provenance.json b/final_data_processed/sim_00054/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..1607dbfd0cb729974209034c312fdbc35ec79af8
--- /dev/null
+++ b/final_data_processed/sim_00054/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 116,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 116,
+  "n_keyhole": 0,
+  "n_conduction": 90,
+  "n_initial_emptiness": 26,
+  "median_zmin_m": -5.8775595e-05,
+  "keyhole_threshold_m": -8.816339249999999e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 15582,
+  "n_monitor_rows_valid": 53214,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:55.220604+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:55.220604+00:00",
+    "n_csv_rows_for_experiment": 116,
+    "n_csv_rows_overridden": 116,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00054/metadata.json b/final_data_processed/sim_00054/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..14bba74812005f82a4dfb2cb1d444445a69502fd
--- /dev/null
+++ b/final_data_processed/sim_00054/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 54,
+  "original_folder_name": "P-151p630328889_VX-0p596649793105_LS-5p54888002616e-05_ST-323p086654154_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p00125_DT-1p0798550665e-05_H-bf889bf790",
+  "original_hash": "bf889bf790",
+  "material": "TI64",
+  "n_frames": 116,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00054/parameters.json b/final_data_processed/sim_00054/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca99a5d4aabeb8ee132cd95f6ecc30d24c369ddb
--- /dev/null
+++ b/final_data_processed/sim_00054/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 151.630328889,
+    "unit": "W"
+  },
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+    "unit": "m"
+  },
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+    "value": 323.086654154,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00055/experiment_details.json b/final_data_processed/sim_00055/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..473a661c9ab41904a94f60cd85f33ff6c3aed671
--- /dev/null
+++ b/final_data_processed/sim_00055/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+      "thermal_boundary_condition": {
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+        "power_magnitude_expression": "153.721476211",
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+      "box":       {
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00055/frames.csv b/final_data_processed/sim_00055/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74713e90df61a0ec7dee941fb746ce9fa0be42f7
--- /dev/null
+++ b/final_data_processed/sim_00055/frames.csv
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diff --git a/final_data_processed/sim_00055/labeling_provenance.json b/final_data_processed/sim_00055/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2da13bb81c83198376a26c3277dd5fd913ec52c
--- /dev/null
+++ b/final_data_processed/sim_00055/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 247,
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+  "n_monitor_rows_valid": 99979,
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+  "labeled_at": "2026-05-06T19:52:55.235741+00:00",
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+    "applied_at": "2026-05-06T19:52:55.235741+00:00",
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+}
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diff --git a/final_data_processed/sim_00055/metadata.json b/final_data_processed/sim_00055/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ee58f872baa3828a2a3d0cea218f87f15924f1d
--- /dev/null
+++ b/final_data_processed/sim_00055/metadata.json
@@ -0,0 +1,8 @@
+{
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+}
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diff --git a/final_data_processed/sim_00055/parameters.json b/final_data_processed/sim_00055/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..920652f3d3bac79005e50e81a7d5a688ed97e2db
--- /dev/null
+++ b/final_data_processed/sim_00055/parameters.json
@@ -0,0 +1,18 @@
+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00062/experiment_details.json b/final_data_processed/sim_00062/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..791018c876a48de47c2d3b8f29783a0948b97965
--- /dev/null
+++ b/final_data_processed/sim_00062/experiment_details.json
@@ -0,0 +1,225 @@
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\ No newline at end of file
diff --git a/final_data_processed/sim_00062/frames.csv b/final_data_processed/sim_00062/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40f31d298b86fcd4b656cf959902e96fd66501b1
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diff --git a/final_data_processed/sim_00062/labeling_provenance.json b/final_data_processed/sim_00062/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f9a35efe7922da233de26957fa94dd24820acd9
--- /dev/null
+++ b/final_data_processed/sim_00062/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_unmapped": 0,
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+  "n_monitor_rows_valid": 96261,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:55.325662+00:00",
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+  "human_verification": {
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+    "applied_at": "2026-05-06T19:52:55.325662+00:00",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00062/metadata.json b/final_data_processed/sim_00062/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..928ba2edba9a2741bc241332f05113c1d4376944
--- /dev/null
+++ b/final_data_processed/sim_00062/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-163p117472792_VX-0p458171151631_LS-7p76324682791e-05_ST-309p146066051_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p05290797682e-05_H-45d75eceb5",
+  "original_hash": "45d75eceb5",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00062/parameters.json b/final_data_processed/sim_00062/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..922db25f9df459635f3cc34fca37e06ab407a86f
--- /dev/null
+++ b/final_data_processed/sim_00062/parameters.json
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+{
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00063/experiment_details.json b/final_data_processed/sim_00063/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..b42bcbeca627c66e84b93780c7c6b9701fc0a9df
--- /dev/null
+++ b/final_data_processed/sim_00063/experiment_details.json
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+{
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+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00063/frames.csv b/final_data_processed/sim_00063/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49683ccd12a1c7fe5e8f209c77e71b37b69bb8b8
--- /dev/null
+++ b/final_data_processed/sim_00063/frames.csv
@@ -0,0 +1,405 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00063/labeling_provenance.json b/final_data_processed/sim_00063/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..3838bff5f8b9a419344a1868a852fd930f43314c
--- /dev/null
+++ b/final_data_processed/sim_00063/labeling_provenance.json
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+{
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diff --git a/final_data_processed/sim_00063/metadata.json b/final_data_processed/sim_00063/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..59a4d8979095a6480a7ad5bc07fb74017ecce55b
--- /dev/null
+++ b/final_data_processed/sim_00063/metadata.json
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+{
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diff --git a/final_data_processed/sim_00063/parameters.json b/final_data_processed/sim_00063/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..e51cd5067becc5339021df0efe6e10697789218e
--- /dev/null
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+}
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new file mode 100644
index 0000000000000000000000000000000000000000..8fbf43ff26649453ca64ea56012757d672410387
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..d647b9502ffbf2a034bed151490f0dc2fc0cffce
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diff --git a/final_data_processed/sim_00064/labeling_provenance.json b/final_data_processed/sim_00064/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d5cc3f921aaeb59e2ef1a6b4e0f19b72293453e
--- /dev/null
+++ b/final_data_processed/sim_00064/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "labeled_at": "2026-05-06T19:52:55.351589+00:00",
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+}
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diff --git a/final_data_processed/sim_00064/metadata.json b/final_data_processed/sim_00064/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fb595f913dde975b5e9fc18ec47c16fa64ee501
--- /dev/null
+++ b/final_data_processed/sim_00064/metadata.json
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+{
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+}
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diff --git a/final_data_processed/sim_00064/parameters.json b/final_data_processed/sim_00064/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4ade1e82b30827d3753a8458ab189d71545a662
--- /dev/null
+++ b/final_data_processed/sim_00064/parameters.json
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00065/experiment_details.json b/final_data_processed/sim_00065/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..9a8aacf81c8822977089dcc774c7459b3c0ca1bc
--- /dev/null
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..bc613efec80521d277eabb23a7cd0010c4ce7f8f
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diff --git a/final_data_processed/sim_00065/labeling_provenance.json b/final_data_processed/sim_00065/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d03fe02adc15bf9152cf4e3366a1f86f50ada45
--- /dev/null
+++ b/final_data_processed/sim_00065/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 402,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 402,
+  "n_keyhole": 0,
+  "n_conduction": 299,
+  "n_initial_emptiness": 103,
+  "median_zmin_m": -4.667586e-05,
+  "keyhole_threshold_m": -7.001379e-05,
+  "n_monitor_rows_total": 115600,
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+  "n_monitor_rows_valid": 86115,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:55.364601+00:00",
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+    "applied_at": "2026-05-06T19:52:55.364601+00:00",
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00065/metadata.json b/final_data_processed/sim_00065/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..378b8f7d775cc366be5f5a3404fb85a4d38b23aa
--- /dev/null
+++ b/final_data_processed/sim_00065/metadata.json
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+{
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+  "original_hash": "0744488b5e",
+  "material": "TI64",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00065/parameters.json b/final_data_processed/sim_00065/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..730320dcf40e74e309c647216671046e2ef18a3b
--- /dev/null
+++ b/final_data_processed/sim_00065/parameters.json
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+{
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+    "unit": "m"
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+  "substrate_temperature": {
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00070/experiment_details.json b/final_data_processed/sim_00070/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..b75a28b328d78fd40b01836a5ac27d353137a13f
--- /dev/null
+++ b/final_data_processed/sim_00070/experiment_details.json
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+{
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+  "geometry": {
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+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00090/experiment_details.json b/final_data_processed/sim_00090/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..269c14279624dd8a367e4b14e5daf5f89eaa1a78
--- /dev/null
+++ b/final_data_processed/sim_00090/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+        -9.81
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+      "damping_time": 0.0
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+    "ambient_temperature": 300.0
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+    "velocity": 5.0
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+        "value": 300.0
+      }
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+        "melt",
+        "gas"
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+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00090/frames.csv b/final_data_processed/sim_00090/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42832fc7229bece5ea9625f2ef00ddb73e11e92b
--- /dev/null
+++ b/final_data_processed/sim_00090/frames.csv
@@ -0,0 +1,172 @@
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diff --git a/final_data_processed/sim_00090/labeling_provenance.json b/final_data_processed/sim_00090/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..b929878c803c11d2f8f49ed72a23fc071ac6e8fc
--- /dev/null
+++ b/final_data_processed/sim_00090/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 171,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 171,
+  "n_keyhole": 0,
+  "n_conduction": 138,
+  "n_initial_emptiness": 33,
+  "median_zmin_m": -7.073061e-05,
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+  "n_monitor_rows_ie": 22095,
+  "n_monitor_rows_valid": 93505,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:55.664499+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:55.664499+00:00",
+    "n_csv_rows_for_experiment": 171,
+    "n_csv_rows_overridden": 171,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00090/metadata.json b/final_data_processed/sim_00090/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..96a094f80b3028afaa68fc0211f920d45472e263
--- /dev/null
+++ b/final_data_processed/sim_00090/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 90,
+  "original_folder_name": "P-194p089464462_VX-0p388567055088_LS-7p6021762795e-05_ST-395p140888584_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p24151559939e-05_H-7f5e3f5579",
+  "original_hash": "7f5e3f5579",
+  "material": "TI64",
+  "n_frames": 171,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00090/parameters.json b/final_data_processed/sim_00090/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e88401f48d3f884473ab9e6a06f9a613bc0ec36
--- /dev/null
+++ b/final_data_processed/sim_00090/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
+  },
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+    "unit": "m"
+  },
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00091/experiment_details.json b/final_data_processed/sim_00091/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7bff856403809fb6e1e7cbe3740f8cb1462ec75
--- /dev/null
+++ b/final_data_processed/sim_00091/experiment_details.json
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00091/frames.csv b/final_data_processed/sim_00091/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2a41c678e01ad62de7cbb3dac28e69114e4d0da
--- /dev/null
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diff --git a/final_data_processed/sim_00091/labeling_provenance.json b/final_data_processed/sim_00091/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..947335f2bb0c60238a89162562b38d3fb72a18a2
--- /dev/null
+++ b/final_data_processed/sim_00091/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 368,
+  "n_frames_auto_labeled": 368,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 368,
+  "n_keyhole": 0,
+  "n_conduction": 322,
+  "n_initial_emptiness": 46,
+  "median_zmin_m": -5.036023e-05,
+  "keyhole_threshold_m": -7.5540345e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 14189,
+  "n_monitor_rows_valid": 101411,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:55.677037+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:55.677037+00:00",
+    "n_csv_rows_for_experiment": 368,
+    "n_csv_rows_overridden": 368,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00091/metadata.json b/final_data_processed/sim_00091/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..231a74831cf12cb304adb1fd472ca0a27db5248c
--- /dev/null
+++ b/final_data_processed/sim_00091/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 91,
+  "original_folder_name": "P-195p080816167_VX-0p844140965531_LS-6p21634030137e-05_ST-331p625980857_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p71482820998e-06_H-cca0c4e3bb",
+  "original_hash": "cca0c4e3bb",
+  "material": "TI64",
+  "n_frames": 368,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00091/parameters.json b/final_data_processed/sim_00091/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..454b07c9d557eb4784dbb25c086c62b2c80da243
--- /dev/null
+++ b/final_data_processed/sim_00091/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 195.080816167,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.844140965531,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.21634030137e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 331.625980857,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00096/experiment_details.json b/final_data_processed/sim_00096/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d5901560a3f1921d0ccd099a816689a7acae881
--- /dev/null
+++ b/final_data_processed/sim_00096/experiment_details.json
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+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
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+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "353.442501329"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.0001486667876051799,
+          "spot_radius": 7.43333938026e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "202.894942483",
+        "motion": {
+          "velocity": [
+            "0.693798608043",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 6.953200175224461e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00096/frames.csv b/final_data_processed/sim_00096/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40d9393a018907230deb9e2649dc42d039dd0a97
--- /dev/null
+++ b/final_data_processed/sim_00096/frames.csv
@@ -0,0 +1,300 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00096/labeling_provenance.json b/final_data_processed/sim_00096/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..690e0b8067aa27d0b5a77d24575b40d8f5c18f42
--- /dev/null
+++ b/final_data_processed/sim_00096/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 299,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 299,
+  "n_keyhole": 0,
+  "n_conduction": 268,
+  "n_initial_emptiness": 31,
+  "median_zmin_m": -5.8658785e-05,
+  "keyhole_threshold_m": -8.79881775e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 12650,
+  "n_monitor_rows_valid": 102950,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.390037+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.390037+00:00",
+    "n_csv_rows_for_experiment": 299,
+    "n_csv_rows_overridden": 299,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00096/metadata.json b/final_data_processed/sim_00096/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..29863e40c64fdf5f30674bfae15723d8216c6acc
--- /dev/null
+++ b/final_data_processed/sim_00096/metadata.json
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+{
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+  "original_folder_name": "P-202p894942483_VX-0p693798608043_LS-7p43333938026e-05_ST-353p442501329_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p95320017522e-06_H-4852b0403a",
+  "original_hash": "4852b0403a",
+  "material": "TI64",
+  "n_frames": 299,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00096/parameters.json b/final_data_processed/sim_00096/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdd3cd4b40e6a54934d90625d1acf4d9c10260fb
--- /dev/null
+++ b/final_data_processed/sim_00096/parameters.json
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+{
+  "laser_power": {
+    "value": 202.894942483,
+    "unit": "W"
+  },
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+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.43333938026e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 353.442501329,
+    "unit": "K"
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+}
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new file mode 100644
index 0000000000000000000000000000000000000000..e432dfc8ddbe65e7fe576ca77fc4000c59ad2450
--- /dev/null
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new file mode 100644
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diff --git a/final_data_processed/sim_00097/labeling_provenance.json b/final_data_processed/sim_00097/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..9da5abee6d7ae42b7eabb378d0a7091f3da80417
--- /dev/null
+++ b/final_data_processed/sim_00097/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 103,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 103,
+  "n_keyhole": 0,
+  "n_conduction": 71,
+  "n_initial_emptiness": 32,
+  "median_zmin_m": -6.647136e-05,
+  "keyhole_threshold_m": -9.970704000000002e-05,
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+  "n_monitor_rows_valid": 79527,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.400192+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
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+    "applied_at": "2026-05-06T19:52:56.400192+00:00",
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+    "n_frames_unchanged": 0,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00097/metadata.json b/final_data_processed/sim_00097/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..15c1bcd415f201046755e320578cd5fcab387513
--- /dev/null
+++ b/final_data_processed/sim_00097/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_hash": "b40dbd8ddd",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00097/parameters.json b/final_data_processed/sim_00097/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c956a24dce5c72c8dd53c3b12c3bfb14330e9a1
--- /dev/null
+++ b/final_data_processed/sim_00097/parameters.json
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+{
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00098/experiment_details.json b/final_data_processed/sim_00098/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a8e620ad56320571196a4a396509ffb09f24e27
--- /dev/null
+++ b/final_data_processed/sim_00098/experiment_details.json
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..24e5ea0bf361efd27b71739db153755ce73b824b
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diff --git a/final_data_processed/sim_00098/labeling_provenance.json b/final_data_processed/sim_00098/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb788c137296d5c975cbd052fc19c2e583b7cbc0
--- /dev/null
+++ b/final_data_processed/sim_00098/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 108,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 108,
+  "n_keyhole": 0,
+  "n_conduction": 76,
+  "n_initial_emptiness": 32,
+  "median_zmin_m": -6.661008e-05,
+  "keyhole_threshold_m": -9.991512000000002e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 34307,
+  "n_monitor_rows_valid": 81293,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.408325+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.408325+00:00",
+    "n_csv_rows_for_experiment": 108,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00098/metadata.json b/final_data_processed/sim_00098/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a77784097bbc763833e177d41fda9cf1795f954
--- /dev/null
+++ b/final_data_processed/sim_00098/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-203p421420958_VX-0p245041839826_LS-7p55920229368e-05_ST-393p123734832_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p96869261447e-05_H-4852b0403a",
+  "original_hash": "4852b0403a",
+  "material": "TI64",
+  "n_frames": 108,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00098/parameters.json b/final_data_processed/sim_00098/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc45dda5d538b2fbacb5943cdf2f27ae96147f24
--- /dev/null
+++ b/final_data_processed/sim_00098/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
+  },
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+    "unit": "m/s"
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+    "unit": "m"
+  },
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00099/experiment_details.json b/final_data_processed/sim_00099/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..aeb8ec1a22be7cf13dcf14787c6b9ef8b09d2438
--- /dev/null
+++ b/final_data_processed/sim_00099/experiment_details.json
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+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "399.182507166"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 9.974267372046457e-05,
+          "spot_radius": 4.98713368602e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "206.272219756",
+        "motion": {
+          "velocity": [
+            "0.781444456167",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 6.173337804042375e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00099/frames.csv b/final_data_processed/sim_00099/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..455530aa350e15cb9fcec5b9af857087b666b67d
--- /dev/null
+++ b/final_data_processed/sim_00099/frames.csv
@@ -0,0 +1,338 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00099/labeling_provenance.json b/final_data_processed/sim_00099/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb20f9230c51379aa57e36e8e41a49cae3fb8632
--- /dev/null
+++ b/final_data_processed/sim_00099/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 337,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 337,
+  "n_keyhole": 0,
+  "n_conduction": 303,
+  "n_initial_emptiness": 34,
+  "median_zmin_m": -6.222128e-05,
+  "keyhole_threshold_m": -9.333192e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 11783,
+  "n_monitor_rows_valid": 103817,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.423857+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.423857+00:00",
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+    "n_csv_rows_overridden": 337,
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+    "n_frames_unchanged": 0,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00099/metadata.json b/final_data_processed/sim_00099/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5f12f5298ec3e7b2807e283c89881b7fab642c9
--- /dev/null
+++ b/final_data_processed/sim_00099/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-206p272219756_VX-0p781444456167_LS-4p98713368602e-05_ST-399p182507166_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p17333780404e-06_H-16cfaf1a76",
+  "original_hash": "16cfaf1a76",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00099/parameters.json b/final_data_processed/sim_00099/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..f11870cb312e2830185e923e27bbbdf041712dec
--- /dev/null
+++ b/final_data_processed/sim_00099/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
+  },
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+    "unit": "m"
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00102/experiment_details.json b/final_data_processed/sim_00102/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c067ad34b073ab3ed55fa3635c0ca047f372d20
--- /dev/null
+++ b/final_data_processed/sim_00102/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+        "power_magnitude_expression": "209.697266982",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00102/frames.csv b/final_data_processed/sim_00102/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec9991467ff5887af868649b64bd6a3142bc524d
--- /dev/null
+++ b/final_data_processed/sim_00102/frames.csv
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diff --git a/final_data_processed/sim_00102/labeling_provenance.json b/final_data_processed/sim_00102/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..823ff42b60b373591ec5cbb18b73ddc0fc985051
--- /dev/null
+++ b/final_data_processed/sim_00102/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 151,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 151,
+  "n_keyhole": 0,
+  "n_conduction": 119,
+  "n_initial_emptiness": 32,
+  "median_zmin_m": -7.432633500000001e-05,
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+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 24588,
+  "n_monitor_rows_valid": 91012,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.451287+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.451287+00:00",
+    "n_csv_rows_for_experiment": 151,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00102/metadata.json b/final_data_processed/sim_00102/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..acf5d09296efdb07e923aa0198a9dc8606fd95a4
--- /dev/null
+++ b/final_data_processed/sim_00102/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-209p697266982_VX-0p34452106985_LS-7p55711119508e-05_ST-302p470939697_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p4002396443e-05_H-b40dbd8ddd",
+  "original_hash": "b40dbd8ddd",
+  "material": "TI64",
+  "n_frames": 151,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00102/parameters.json b/final_data_processed/sim_00102/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..96d7a9c15bf38fbaf6cad4f75feec06419aba5d6
--- /dev/null
+++ b/final_data_processed/sim_00102/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
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+    "unit": "m"
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00103/experiment_details.json b/final_data_processed/sim_00103/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..b05a86e988cadc52079e409c4d3c6fb2d8ce1e63
--- /dev/null
+++ b/final_data_processed/sim_00103/experiment_details.json
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00103/frames.csv b/final_data_processed/sim_00103/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fdca22770d94482ef27bb4d97eb3ad1d630875fc
--- /dev/null
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diff --git a/final_data_processed/sim_00103/labeling_provenance.json b/final_data_processed/sim_00103/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..32dad98a36ad30530038602bb492a6e4e653bd4e
--- /dev/null
+++ b/final_data_processed/sim_00103/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 209,
+  "n_frames_auto_labeled": 209,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 209,
+  "n_keyhole": 0,
+  "n_conduction": 178,
+  "n_initial_emptiness": 31,
+  "median_zmin_m": -7.079587e-05,
+  "keyhole_threshold_m": -0.00010619380499999999,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 17581,
+  "n_monitor_rows_valid": 98019,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.462707+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.462707+00:00",
+    "n_csv_rows_for_experiment": 209,
+    "n_csv_rows_overridden": 209,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00103/metadata.json b/final_data_processed/sim_00103/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8639674da06aaff73965bd5ba7a11e1788efff2
--- /dev/null
+++ b/final_data_processed/sim_00103/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 103,
+  "original_folder_name": "P-209p90265043_VX-0p477857533217_LS-8p77962223972e-05_ST-386p665335025_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p00953114007e-05_H-0011cc30ec",
+  "original_hash": "0011cc30ec",
+  "material": "TI64",
+  "n_frames": 209,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00103/parameters.json b/final_data_processed/sim_00103/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..894161f3115d50f33fe3a8c9cd9912c143729252
--- /dev/null
+++ b/final_data_processed/sim_00103/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 209.90265043,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.477857533217,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.77962223972e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 386.665335025,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00104/experiment_details.json b/final_data_processed/sim_00104/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..76211565f4f71622019a55c472f1975167c5a1a8
--- /dev/null
+++ b/final_data_processed/sim_00104/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "390.525668596"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00010376393965830034,
+          "spot_radius": 5.18819698292e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "210.093044543",
+        "motion": {
+          "velocity": [
+            "0.812610384047",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 5.936572677043291e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00104/frames.csv b/final_data_processed/sim_00104/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7754a5731dafb2f90f5b26b2ed71ad7253a972a3
--- /dev/null
+++ b/final_data_processed/sim_00104/frames.csv
@@ -0,0 +1,351 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00104/labeling_provenance.json b/final_data_processed/sim_00104/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..16a42d91cb85e9161a8bcce699ff429d23b78e2d
--- /dev/null
+++ b/final_data_processed/sim_00104/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_unmapped": 0,
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+  "labeled_at": "2026-05-06T19:52:56.476455+00:00",
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+    "applied_at": "2026-05-06T19:52:56.476455+00:00",
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diff --git a/final_data_processed/sim_00104/metadata.json b/final_data_processed/sim_00104/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..731ec031f62c5f919c75c1ba3384f0eb2e2c18aa
--- /dev/null
+++ b/final_data_processed/sim_00104/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-210p093044543_VX-0p812610384047_LS-5p18819698292e-05_ST-390p525668596_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p93657267704e-06_H-d9be003c20",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00104/parameters.json b/final_data_processed/sim_00104/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..013682841b185e8d9d725e3c9475731784415088
--- /dev/null
+++ b/final_data_processed/sim_00104/parameters.json
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+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00105/experiment_details.json b/final_data_processed/sim_00105/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0855509efc4a9186fa906b06d11cbb489d9439c
--- /dev/null
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\ No newline at end of file
diff --git a/final_data_processed/sim_00105/frames.csv b/final_data_processed/sim_00105/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ffc945cc1c595ae33a5359b899057b43d6fa82ce
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diff --git a/final_data_processed/sim_00105/labeling_provenance.json b/final_data_processed/sim_00105/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bc2ac950541dfc4a70ef292dadbf281abb9866a
--- /dev/null
+++ b/final_data_processed/sim_00105/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 228,
+  "n_frames_auto_labeled": 228,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 228,
+  "n_keyhole": 0,
+  "n_conduction": 193,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -0.0001235049,
+  "keyhole_threshold_m": -0.00018525735000000002,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 17567,
+  "n_monitor_rows_valid": 98033,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.489235+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.489235+00:00",
+    "n_csv_rows_for_experiment": 228,
+    "n_csv_rows_overridden": 228,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00105/metadata.json b/final_data_processed/sim_00105/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc2860baa163c8211e08afc381069039e92f3de8
--- /dev/null
+++ b/final_data_processed/sim_00105/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 105,
+  "original_folder_name": "P-211p816522505_VX-0p520710876808_LS-4p80782604054e-05_ST-318p660442183_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-9p26448979247e-06_H-5a4acb0e81",
+  "original_hash": "5a4acb0e81",
+  "material": "TI64",
+  "n_frames": 228,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00105/parameters.json b/final_data_processed/sim_00105/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..28241137aba34cfc3637a61197cb397feca77a5c
--- /dev/null
+++ b/final_data_processed/sim_00105/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 211.816522505,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.520710876808,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 4.80782604054e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 318.660442183,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00110/experiment_details.json b/final_data_processed/sim_00110/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..4baa7dde74223ea556ef76970e6224fcb9caa56b
--- /dev/null
+++ b/final_data_processed/sim_00110/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
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+      -0.000212,
+      -0.000312
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+    "domain_max": [
+      0.001212,
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+      0.000112
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+    "gravity": {
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+        0.0,
+        -9.81
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+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
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+  "sph":   {
+    "particle_spacing": 4e-06
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+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "319.105471156"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00016482306044848875,
+          "spot_radius": 8.24115302242e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "218.315594294",
+        "motion": {
+          "velocity": [
+            "0.70315782783",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 6.860651210984435e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00110/frames.csv b/final_data_processed/sim_00110/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7722bb80edf26e2177e810f9540f84e01a6340cf
--- /dev/null
+++ b/final_data_processed/sim_00110/frames.csv
@@ -0,0 +1,306 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00110/labeling_provenance.json b/final_data_processed/sim_00110/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ebc9dbc4a6de6b772b367830c87e1325fccea4c
--- /dev/null
+++ b/final_data_processed/sim_00110/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 305,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 305,
+  "n_keyhole": 0,
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+  "n_initial_emptiness": 32,
+  "median_zmin_m": -5.8551015e-05,
+  "keyhole_threshold_m": -8.78265225e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 12212,
+  "n_monitor_rows_valid": 103388,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.547781+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.547781+00:00",
+    "n_csv_rows_for_experiment": 305,
+    "n_csv_rows_overridden": 305,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00110/metadata.json b/final_data_processed/sim_00110/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..aad387810ac7af33b9fd41fa96716c4b0050e08d
--- /dev/null
+++ b/final_data_processed/sim_00110/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-218p315594294_VX-0p70315782783_LS-8p24115302242e-05_ST-319p105471156_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p86065121098e-06_H-6c8dbbeedf",
+  "original_hash": "6c8dbbeedf",
+  "material": "TI64",
+  "n_frames": 305,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00110/parameters.json b/final_data_processed/sim_00110/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5ba82f674d1034f0de33bdb75bfd5a180840d9f
--- /dev/null
+++ b/final_data_processed/sim_00110/parameters.json
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+{
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+    "value": 218.315594294,
+    "unit": "W"
+  },
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+    "unit": "m/s"
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+  "laser_spot_size": {
+    "value": 8.24115302242e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 319.105471156,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00111/experiment_details.json b/final_data_processed/sim_00111/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b5e7a389f8fbecde8c9709725fea5911980f9f6
--- /dev/null
+++ b/final_data_processed/sim_00111/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "300.016423613"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.0001427505875720918,
+          "spot_radius": 7.1375293786e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "218.361623288",
+        "motion": {
+          "velocity": [
+            "0.747470791734",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 6.453925232080265e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00111/frames.csv b/final_data_processed/sim_00111/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a0de909af39faab60707d76bd5d186ca393a275
--- /dev/null
+++ b/final_data_processed/sim_00111/frames.csv
@@ -0,0 +1,323 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00111/labeling_provenance.json b/final_data_processed/sim_00111/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..77d44670571f520d9d98e8026fd663fc7b13bac3
--- /dev/null
+++ b/final_data_processed/sim_00111/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 322,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 322,
+  "n_keyhole": 0,
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+  "n_initial_emptiness": 32,
+  "median_zmin_m": -5.821721e-05,
+  "keyhole_threshold_m": -8.7325815e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 11713,
+  "n_monitor_rows_valid": 103887,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.561911+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.561911+00:00",
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+    "n_csv_rows_overridden": 322,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00111/metadata.json b/final_data_processed/sim_00111/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..754ee604c3a39adad702497d1957d011b345426d
--- /dev/null
+++ b/final_data_processed/sim_00111/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 111,
+  "original_folder_name": "P-218p361623288_VX-0p747470791734_LS-7p1375293786e-05_ST-300p016423613_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p45392523208e-06_H-a55a682ac9",
+  "original_hash": "a55a682ac9",
+  "material": "TI64",
+  "n_frames": 322,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00111/parameters.json b/final_data_processed/sim_00111/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..90e4528d09700e7aae76daf70c3c33bcab125680
--- /dev/null
+++ b/final_data_processed/sim_00111/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00116/experiment_details.json b/final_data_processed/sim_00116/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..08f9857210c4c883f3d188ee136638d3a0a14d2c
--- /dev/null
+++ b/final_data_processed/sim_00116/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00116/frames.csv b/final_data_processed/sim_00116/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2793515be5076e08ad880b5dd59cde786324662
--- /dev/null
+++ b/final_data_processed/sim_00116/frames.csv
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diff --git a/final_data_processed/sim_00116/labeling_provenance.json b/final_data_processed/sim_00116/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..2df88e6eed792cc6b513ab8b85ba3c080af8171d
--- /dev/null
+++ b/final_data_processed/sim_00116/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 143,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 143,
+  "n_keyhole": 0,
+  "n_conduction": 118,
+  "n_initial_emptiness": 25,
+  "median_zmin_m": -6.67418e-05,
+  "keyhole_threshold_m": -0.00010011270000000001,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 12220,
+  "n_monitor_rows_valid": 56576,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.618794+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.618794+00:00",
+    "n_csv_rows_for_experiment": 143,
+    "n_csv_rows_overridden": 143,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00116/metadata.json b/final_data_processed/sim_00116/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7930cc6d0fb96707e91e5ebd4ff142492f575e0
--- /dev/null
+++ b/final_data_processed/sim_00116/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 116,
+  "original_folder_name": "P-220p256246323_VX-0p736244453131_LS-5p8651582992e-05_ST-358p758060614_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p00125_DT-8p75110568607e-06_H-bf889bf790",
+  "original_hash": "bf889bf790",
+  "material": "TI64",
+  "n_frames": 143,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00116/parameters.json b/final_data_processed/sim_00116/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6bdee4d14f177df73d17ed8e44e463fb5e2ea02
--- /dev/null
+++ b/final_data_processed/sim_00116/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
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+    "unit": "m"
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00117/experiment_details.json b/final_data_processed/sim_00117/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..7746d0ef5e0387d0971b9802d2f4a438140a1404
--- /dev/null
+++ b/final_data_processed/sim_00117/experiment_details.json
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\ No newline at end of file
diff --git a/final_data_processed/sim_00117/frames.csv b/final_data_processed/sim_00117/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6f9185ba8bf891980c83e5e34866aeb505f8333
--- /dev/null
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diff --git a/final_data_processed/sim_00117/labeling_provenance.json b/final_data_processed/sim_00117/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..67e2ac719bb12f6a90148bf911b14d7559f9f9a6
--- /dev/null
+++ b/final_data_processed/sim_00117/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 409,
+  "n_frames_auto_labeled": 409,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 409,
+  "n_keyhole": 0,
+  "n_conduction": 353,
+  "n_initial_emptiness": 56,
+  "median_zmin_m": -4.519986e-05,
+  "keyhole_threshold_m": -6.779979e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 15701,
+  "n_monitor_rows_valid": 99899,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.633120+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.633120+00:00",
+    "n_csv_rows_for_experiment": 409,
+    "n_csv_rows_overridden": 409,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00117/metadata.json b/final_data_processed/sim_00117/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0bd862e3615f570202ce61e3c02070db0341c67b
--- /dev/null
+++ b/final_data_processed/sim_00117/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 117,
+  "original_folder_name": "P-220p462707704_VX-0p946752122114_LS-8p2300511791e-05_ST-313p968629329_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p0954420807e-06_H-b41989dc4b",
+  "original_hash": "b41989dc4b",
+  "material": "TI64",
+  "n_frames": 409,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00117/parameters.json b/final_data_processed/sim_00117/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..0809de813dd7188879114629516d0378a9bf60ad
--- /dev/null
+++ b/final_data_processed/sim_00117/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 220.462707704,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.946752122114,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.2300511791e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 313.968629329,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00118/experiment_details.json b/final_data_processed/sim_00118/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..d39e2b6f99467fc72fff83209b41f28bf66d3830
--- /dev/null
+++ b/final_data_processed/sim_00118/experiment_details.json
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+{
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+    "domain_max": [
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+    "gravity": {
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+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00118/frames.csv b/final_data_processed/sim_00118/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42d358c236c4f822d8ffcbdbe2a209631b11fc6d
--- /dev/null
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diff --git a/final_data_processed/sim_00118/labeling_provenance.json b/final_data_processed/sim_00118/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..19e39f74c29c387b2ce4f92a48be70d020570b59
--- /dev/null
+++ b/final_data_processed/sim_00118/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 127,
+  "n_frames_auto_labeled": 127,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 127,
+  "n_keyhole": 0,
+  "n_conduction": 102,
+  "n_initial_emptiness": 25,
+  "median_zmin_m": -7.052672e-05,
+  "keyhole_threshold_m": -0.00010579008000000001,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 13691,
+  "n_monitor_rows_valid": 55105,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.642262+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.642262+00:00",
+    "n_csv_rows_for_experiment": 127,
+    "n_csv_rows_overridden": 127,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00118/metadata.json b/final_data_processed/sim_00118/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..74aad10a6f79b6603172fe8b077122fcea8e2e36
--- /dev/null
+++ b/final_data_processed/sim_00118/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 118,
+  "original_folder_name": "P-221p576145741_VX-0p645163458122_LS-7p3903246332e-05_ST-318p590626589_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p00125_DT-9p98654362553e-06_H-bf889bf790",
+  "original_hash": "bf889bf790",
+  "material": "TI64",
+  "n_frames": 127,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00118/parameters.json b/final_data_processed/sim_00118/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..69a2a22ae8a3f74c59780f93060311370e842f81
--- /dev/null
+++ b/final_data_processed/sim_00118/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 221.576145741,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.645163458122,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.3903246332e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 318.590626589,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00119/experiment_details.json b/final_data_processed/sim_00119/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6fba012a7d4c1762c2279d34e227d91da01c414
--- /dev/null
+++ b/final_data_processed/sim_00119/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "313.14559396"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.0001628185724432469,
+          "spot_radius": 8.14092862216e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "223.185978023",
+        "motion": {
+          "velocity": [
+            "0.49812515056",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 9.684555372463574e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00119/frames.csv b/final_data_processed/sim_00119/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..086daea6068a7cbbc78ba6f165f0fe92057db6ce
--- /dev/null
+++ b/final_data_processed/sim_00119/frames.csv
@@ -0,0 +1,219 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00119/labeling_provenance.json b/final_data_processed/sim_00119/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..07346c350d2815ab8577771933cb71396dfe8cd8
--- /dev/null
+++ b/final_data_processed/sim_00119/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 218,
+  "n_frames_auto_labeled": 218,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 218,
+  "n_keyhole": 0,
+  "n_conduction": 186,
+  "n_initial_emptiness": 32,
+  "median_zmin_m": -7.47201e-05,
+  "keyhole_threshold_m": -0.00011208015,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 16907,
+  "n_monitor_rows_valid": 98693,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.653150+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.653150+00:00",
+    "n_csv_rows_for_experiment": 218,
+    "n_csv_rows_overridden": 218,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00119/metadata.json b/final_data_processed/sim_00119/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6781e3763e8f78685abbbd46c8544a12f24aec0c
--- /dev/null
+++ b/final_data_processed/sim_00119/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 119,
+  "original_folder_name": "P-223p185978023_VX-0p49812515056_LS-8p14092862216e-05_ST-313p14559396_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-9p68455537246e-06_H-b40dbd8ddd",
+  "original_hash": "b40dbd8ddd",
+  "material": "TI64",
+  "n_frames": 218,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00119/parameters.json b/final_data_processed/sim_00119/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..f892d40257ecb9b3167dbcae7a76c0cfb7c54446
--- /dev/null
+++ b/final_data_processed/sim_00119/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 223.185978023,
+    "unit": "W"
+  },
+  "scan_speed_x": {
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+    "unit": "m/s"
+  },
+  "laser_spot_size": {
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 313.14559396,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00120/experiment_details.json b/final_data_processed/sim_00120/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..db457db610ed6850938418eee022412f7fa0625f
--- /dev/null
+++ b/final_data_processed/sim_00120/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+        "value": 300.0
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+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
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+        "gas"
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+            0.0,
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+          "direction": [
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+            0.0,
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+        "absorptance": 0.2,
+        "power_magnitude_expression": "225.435545826",
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+          "max": [
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+    "dt_output": 5.574972717635039e-06,
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+  "rendering":   {
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+    "resolution": [
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+  "geometry": {
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+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
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+        "max_point": [
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+          0.0002,
+          0.0001
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+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
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+        "max_point": [
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+      "box":       {
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+        "max_point": [
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+          0.0001
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+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00120/frames.csv b/final_data_processed/sim_00120/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70b316c4db0281e90afe8630c59ead2ca55b9558
--- /dev/null
+++ b/final_data_processed/sim_00120/frames.csv
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+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00120/labeling_provenance.json b/final_data_processed/sim_00120/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b046ec8baaa9fc4446641b57eb0e19b0478be6b
--- /dev/null
+++ b/final_data_processed/sim_00120/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 375,
+  "n_frames_auto_labeled": 375,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 375,
+  "n_keyhole": 0,
+  "n_conduction": 339,
+  "n_initial_emptiness": 36,
+  "median_zmin_m": -5.087642e-05,
+  "keyhole_threshold_m": -7.631463e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 10913,
+  "n_monitor_rows_valid": 104687,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.667756+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
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diff --git a/final_data_processed/sim_00120/metadata.json b/final_data_processed/sim_00120/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7110d3a396064a4aa7ff099ce1a4495adad2837
--- /dev/null
+++ b/final_data_processed/sim_00120/metadata.json
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+{
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diff --git a/final_data_processed/sim_00120/parameters.json b/final_data_processed/sim_00120/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2ef6eb7cf3861180fe18cf6035f9e99e8525c57
--- /dev/null
+++ b/final_data_processed/sim_00120/parameters.json
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00121/experiment_details.json b/final_data_processed/sim_00121/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..e66ba0052ea4c5ce728750eb1941afdf8edeee4f
--- /dev/null
+++ b/final_data_processed/sim_00121/experiment_details.json
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\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..ff30851cb708f3fcc2c25ce8244fc100684b0c2d
--- /dev/null
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diff --git a/final_data_processed/sim_00121/labeling_provenance.json b/final_data_processed/sim_00121/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a270cb79aa5117c62075bb5b45f4a3a340375d7
--- /dev/null
+++ b/final_data_processed/sim_00121/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 405,
+  "n_frames_auto_labeled": 405,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 405,
+  "n_keyhole": 0,
+  "n_conduction": 311,
+  "n_initial_emptiness": 94,
+  "median_zmin_m": -5.5080140000000004e-05,
+  "keyhole_threshold_m": -8.262021e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 26602,
+  "n_monitor_rows_valid": 88998,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.684523+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.684523+00:00",
+    "n_csv_rows_for_experiment": 405,
+    "n_csv_rows_overridden": 405,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00121/metadata.json b/final_data_processed/sim_00121/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c2e7d96f1f897412941bcb6a6b835a97fc9c870
--- /dev/null
+++ b/final_data_processed/sim_00121/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 121,
+  "original_folder_name": "P-226p380431899_VX-0p944850720806_LS-5p28066961668e-05_ST-329p382817534_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p10569606054e-06_H-5637cba0f4",
+  "original_hash": "5637cba0f4",
+  "material": "TI64",
+  "n_frames": 405,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00121/parameters.json b/final_data_processed/sim_00121/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..1cd0becd89d32e2bc9396b377f8a4935c0eb700f
--- /dev/null
+++ b/final_data_processed/sim_00121/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 226.380431899,
+    "unit": "W"
+  },
+  "scan_speed_x": {
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+    "unit": "m/s"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 329.382817534,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00126/experiment_details.json b/final_data_processed/sim_00126/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..4acc6cf24973470fec437745a3c9be9c783fb7f8
--- /dev/null
+++ b/final_data_processed/sim_00126/experiment_details.json
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+{
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+        "value": 300.0
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+  "phase_interfaces":   {
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+          "direction": [
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00126/frames.csv b/final_data_processed/sim_00126/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..468688a1030657dbd317fb2d707687470449f843
--- /dev/null
+++ b/final_data_processed/sim_00126/frames.csv
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diff --git a/final_data_processed/sim_00126/labeling_provenance.json b/final_data_processed/sim_00126/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..a868a1b92fda6796551c69ff66c7658e5c0d149f
--- /dev/null
+++ b/final_data_processed/sim_00126/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 210,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 210,
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+  "n_initial_emptiness": 33,
+  "median_zmin_m": -8.224138e-05,
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+  "n_monitor_rows_ie": 18018,
+  "n_monitor_rows_valid": 97582,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.738014+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.738014+00:00",
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+    "n_frames_unchanged": 0,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00126/metadata.json b/final_data_processed/sim_00126/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ec3dbf6f8582e6d80018cea3abdf1ce30d9e4b2
--- /dev/null
+++ b/final_data_processed/sim_00126/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-229p39632192_VX-0p478464286668_LS-6p73160020334e-05_ST-313p601802213_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p00825092644e-05_H-73ae961aa0",
+  "original_hash": "73ae961aa0",
+  "material": "TI64",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00126/parameters.json b/final_data_processed/sim_00126/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..351b244eda1e12a4b54b113d06ae9720afc9ccf1
--- /dev/null
+++ b/final_data_processed/sim_00126/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00127/experiment_details.json b/final_data_processed/sim_00127/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb122c55b7e96a2c3397884d4c13208b49ba0abb
--- /dev/null
+++ b/final_data_processed/sim_00127/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00127/frames.csv b/final_data_processed/sim_00127/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c5d5469f18771dbf4ea568472616b7526133ab3
--- /dev/null
+++ b/final_data_processed/sim_00127/frames.csv
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diff --git a/final_data_processed/sim_00127/labeling_provenance.json b/final_data_processed/sim_00127/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef434c52474463ed58465193554d9d4fe404f01d
--- /dev/null
+++ b/final_data_processed/sim_00127/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 170,
+  "n_frames_auto_labeled": 170,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 170,
+  "n_keyhole": 0,
+  "n_conduction": 146,
+  "n_initial_emptiness": 24,
+  "median_zmin_m": -5.883475e-05,
+  "keyhole_threshold_m": -8.8252125e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 10171,
+  "n_monitor_rows_valid": 58625,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.747413+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.747413+00:00",
+    "n_csv_rows_for_experiment": 170,
+    "n_csv_rows_overridden": 170,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00127/metadata.json b/final_data_processed/sim_00127/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b48796fa5f3891c4bfcf56ca7f9651596d1312c7
--- /dev/null
+++ b/final_data_processed/sim_00127/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 127,
+  "original_folder_name": "P-229p433825146_VX-0p876957934743_LS-6p77377719261e-05_ST-358p900225798_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p00125_DT-7p34693508648e-06_H-bf889bf790",
+  "original_hash": "bf889bf790",
+  "material": "TI64",
+  "n_frames": 170,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00127/parameters.json b/final_data_processed/sim_00127/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c9fd95324273ad32e9dc683b425f9b255a8348e
--- /dev/null
+++ b/final_data_processed/sim_00127/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 229.433825146,
+    "unit": "W"
+  },
+  "scan_speed_x": {
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+    "unit": "m/s"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 358.900225798,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00128/experiment_details.json b/final_data_processed/sim_00128/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..c3a8129b11e5e167ce7b45e3684763f182a3e34e
--- /dev/null
+++ b/final_data_processed/sim_00128/experiment_details.json
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+{
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+        "value": 300.0
+      }
+    }
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+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
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+      "model": "TI64_AIR"
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+  "phase_changes":   {
+    "melt_substrate_phase_change": [
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+      "substrate"
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+          "center": [
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+          "direction": [
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+        "absorptance": 0.2,
+        "power_magnitude_expression": "232.272231119",
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+          "angular_frequency": "0.0"
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+  "rendering":   {
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+    "resolution": [
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+  "geometry": {
+    "input_bodies": {
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+        "width": 1.2e-05,
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+      },
+      "box":       {
+        "phase": "substrate",
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+        "max_point": [
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+      "box":       {
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+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00128/frames.csv b/final_data_processed/sim_00128/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec1e5dcf0862f5440529a8c91628e360e21d4130
--- /dev/null
+++ b/final_data_processed/sim_00128/frames.csv
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diff --git a/final_data_processed/sim_00128/labeling_provenance.json b/final_data_processed/sim_00128/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4b8144478810afd2cebc449de446aea051b9f45
--- /dev/null
+++ b/final_data_processed/sim_00128/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 359,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 359,
+  "n_keyhole": 0,
+  "n_conduction": 326,
+  "n_initial_emptiness": 33,
+  "median_zmin_m": -5.4567894999999996e-05,
+  "keyhole_threshold_m": -8.18518425e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 10548,
+  "n_monitor_rows_valid": 105052,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.761735+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.761735+00:00",
+    "n_csv_rows_for_experiment": 359,
+    "n_csv_rows_overridden": 359,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00128/metadata.json b/final_data_processed/sim_00128/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..df8ce435a49ec69ad408be6652a84d05abcfd2ba
--- /dev/null
+++ b/final_data_processed/sim_00128/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 128,
+  "original_folder_name": "P-232p272231119_VX-0p829414389208_LS-6p88203473429e-05_ST-337p761722106_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p81629721619e-06_H-24e0a43587",
+  "original_hash": "24e0a43587",
+  "material": "TI64",
+  "n_frames": 359,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00128/parameters.json b/final_data_processed/sim_00128/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..023ad4b0836830731a0178fcb39ccab7c2550bf4
--- /dev/null
+++ b/final_data_processed/sim_00128/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 232.272231119,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.829414389208,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.88203473429e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 337.761722106,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00129/experiment_details.json b/final_data_processed/sim_00129/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a6dd88d606f439e6805171a3dc2b041ec318148
--- /dev/null
+++ b/final_data_processed/sim_00129/experiment_details.json
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+{
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+    "gravity": {
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+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
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+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "378.601004081"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00012342411854782812,
+          "spot_radius": 6.17120592739e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "234.126702838",
+        "motion": {
+          "velocity": [
+            "0.687075747958",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 7.021235456719929e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00129/frames.csv b/final_data_processed/sim_00129/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb5efb2527dab356433d1bf6f2b18d7b4699e905
--- /dev/null
+++ b/final_data_processed/sim_00129/frames.csv
@@ -0,0 +1,301 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00129/labeling_provenance.json b/final_data_processed/sim_00129/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..e64febdcee37cc0777ce22c6e17c29e578c05017
--- /dev/null
+++ b/final_data_processed/sim_00129/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 300,
+  "n_frames_auto_labeled": 300,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 300,
+  "n_keyhole": 0,
+  "n_conduction": 267,
+  "n_initial_emptiness": 33,
+  "median_zmin_m": -6.733426e-05,
+  "keyhole_threshold_m": -0.00010100138999999999,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 12811,
+  "n_monitor_rows_valid": 102789,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.774874+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.774874+00:00",
+    "n_csv_rows_for_experiment": 300,
+    "n_csv_rows_overridden": 300,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00129/metadata.json b/final_data_processed/sim_00129/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..323e78a9bc1009e51cbae5b6857be6ccad3f9744
--- /dev/null
+++ b/final_data_processed/sim_00129/metadata.json
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+{
+  "sim_id": 129,
+  "original_folder_name": "P-234p126702838_VX-0p687075747958_LS-6p17120592739e-05_ST-378p601004081_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-7p02123545672e-06_H-9aef4c9512",
+  "original_hash": "9aef4c9512",
+  "material": "TI64",
+  "n_frames": 300,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00129/parameters.json b/final_data_processed/sim_00129/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..0eea80ed1f61f0d9c8aaa7f6a0b61eb02052fe12
--- /dev/null
+++ b/final_data_processed/sim_00129/parameters.json
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+{
+  "laser_power": {
+    "value": 234.126702838,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.687075747958,
+    "unit": "m/s"
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+  "laser_spot_size": {
+    "value": 6.17120592739e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 378.601004081,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00132/experiment_details.json b/final_data_processed/sim_00132/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..d749385c0f3973c38e0819f70c8211d971517029
--- /dev/null
+++ b/final_data_processed/sim_00132/experiment_details.json
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+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "382.29609677"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00011670130880021818,
+          "spot_radius": 5.83506544001e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "237.334710533",
+        "motion": {
+          "velocity": [
+            "0.878374904385",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 5.492097484721191e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00132/frames.csv b/final_data_processed/sim_00132/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24435570f07cb804648672d8c7438c379e5b8927
--- /dev/null
+++ b/final_data_processed/sim_00132/frames.csv
@@ -0,0 +1,380 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00132/labeling_provenance.json b/final_data_processed/sim_00132/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ce72b707b7001f5571134e1a6125bba46afe14a
--- /dev/null
+++ b/final_data_processed/sim_00132/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 379,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 379,
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+  "n_monitor_rows_valid": 100522,
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+  "labeled_at": "2026-05-06T19:52:56.817985+00:00",
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+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00132/metadata.json b/final_data_processed/sim_00132/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ae5676d45024b62a966af478167bfaa732d0dc2
--- /dev/null
+++ b/final_data_processed/sim_00132/metadata.json
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+{
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+  "original_folder_name": "P-237p334710533_VX-0p878374904385_LS-5p83506544001e-05_ST-382p29609677_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p49209748472e-06_H-8773df93d2",
+  "original_hash": "8773df93d2",
+  "material": "TI64",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00132/parameters.json b/final_data_processed/sim_00132/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..79f2142e80e8e03fa818ad662de31692fbf8a5c1
--- /dev/null
+++ b/final_data_processed/sim_00132/parameters.json
@@ -0,0 +1,18 @@
+{
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+  },
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00133/experiment_details.json b/final_data_processed/sim_00133/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..798fade8c74aace9dc82ef2b4091c862c1e77d8e
--- /dev/null
+++ b/final_data_processed/sim_00133/experiment_details.json
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00133/frames.csv b/final_data_processed/sim_00133/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..618d59a1682bb2553974fea40d332bbf5766a619
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diff --git a/final_data_processed/sim_00133/labeling_provenance.json b/final_data_processed/sim_00133/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5c51a13f60c9345ed9e9af76663cd991044d25e
--- /dev/null
+++ b/final_data_processed/sim_00133/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 112,
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+  "n_initial_emptiness": 33,
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+  "n_monitor_rows_valid": 81642,
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+  "labeled_at": "2026-05-06T19:52:56.826868+00:00",
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+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.826868+00:00",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00133/metadata.json b/final_data_processed/sim_00133/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e7584cd105d1a74bd9288069828125f9ce2c609
--- /dev/null
+++ b/final_data_processed/sim_00133/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-238p319282705_VX-0p253960262605_LS-5p92121677448e-05_ST-384p128817665_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p89955725889e-05_H-452de4062d",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00133/parameters.json b/final_data_processed/sim_00133/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2de033a7f98c08a27577184c98c6ed012c415dcc
--- /dev/null
+++ b/final_data_processed/sim_00133/parameters.json
@@ -0,0 +1,18 @@
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00134/experiment_details.json b/final_data_processed/sim_00134/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ea0cebb6747003b543e973a96fdfbf1d37f4ca2
--- /dev/null
+++ b/final_data_processed/sim_00134/experiment_details.json
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+}
\ No newline at end of file
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new file mode 100644
index 0000000000000000000000000000000000000000..3c6dc3eeff2ce272c9c22082dddeeb5a95159cb0
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diff --git a/final_data_processed/sim_00134/labeling_provenance.json b/final_data_processed/sim_00134/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..048ce34cde85bad743421d726f3e5e15739d4de7
--- /dev/null
+++ b/final_data_processed/sim_00134/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 301,
+  "n_frames_auto_labeled": 301,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 301,
+  "n_keyhole": 0,
+  "n_conduction": 268,
+  "n_initial_emptiness": 33,
+  "median_zmin_m": -7.04661e-05,
+  "keyhole_threshold_m": -0.00010569915,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 12731,
+  "n_monitor_rows_valid": 102869,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.840839+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.840839+00:00",
+    "n_csv_rows_for_experiment": 301,
+    "n_csv_rows_overridden": 301,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00134/metadata.json b/final_data_processed/sim_00134/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8dae7ac661d118cf53b7e8f3e7962c19caad5163
--- /dev/null
+++ b/final_data_processed/sim_00134/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 134,
+  "original_folder_name": "P-238p568860016_VX-0p692328357435_LS-6p05159821767e-05_ST-343p889085336_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p96796621315e-06_H-eb41f0639c",
+  "original_hash": "eb41f0639c",
+  "material": "TI64",
+  "n_frames": 301,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00134/parameters.json b/final_data_processed/sim_00134/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..25b1b2c79315f03b1caa5dc5f62045653fe88bac
--- /dev/null
+++ b/final_data_processed/sim_00134/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 238.568860016,
+    "unit": "W"
+  },
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+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 343.889085336,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00135/experiment_details.json b/final_data_processed/sim_00135/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..3abe80db1a7a5debe4b391afcecb5db2f43c5684
--- /dev/null
+++ b/final_data_processed/sim_00135/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+      "thermal_boundary_condition": {
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+        "melt",
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+        "absorptance": 0.2,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00135/frames.csv b/final_data_processed/sim_00135/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..585aa7df664e4bbe399d962b87cb67ada39e31a8
--- /dev/null
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diff --git a/final_data_processed/sim_00135/labeling_provenance.json b/final_data_processed/sim_00135/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb7e7c9052fdcfb586205d9f958bdf631222c8be
--- /dev/null
+++ b/final_data_processed/sim_00135/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 204,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 204,
+  "n_keyhole": 0,
+  "n_conduction": 172,
+  "n_initial_emptiness": 32,
+  "median_zmin_m": -8.245776e-05,
+  "keyhole_threshold_m": -0.00012368664,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 17971,
+  "n_monitor_rows_valid": 97629,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.851126+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.851126+00:00",
+    "n_csv_rows_for_experiment": 204,
+    "n_csv_rows_overridden": 204,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00135/metadata.json b/final_data_processed/sim_00135/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f751dadf212cb1a89369f88a9eef16bba63ea68f
--- /dev/null
+++ b/final_data_processed/sim_00135/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-240p150803131_VX-0p464417169926_LS-7p86781365033e-05_ST-312p042470117_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p03874725471e-05_H-0744488b5e",
+  "original_hash": "0744488b5e",
+  "material": "TI64",
+  "n_frames": 204,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00135/parameters.json b/final_data_processed/sim_00135/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddca00360372005fedcd22bc2076cd1518e60290
--- /dev/null
+++ b/final_data_processed/sim_00135/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 240.150803131,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.464417169926,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.86781365033e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 312.042470117,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00142/experiment_details.json b/final_data_processed/sim_00142/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..76a3ae7d7c2ce271a3a1092a568f7fd383064324
--- /dev/null
+++ b/final_data_processed/sim_00142/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "333.269518536"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 5.04400481913e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "248.695097131",
+        "motion": {
+          "velocity": [
+            "0.887957223036",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 7.255927259767349e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00142/frames.csv b/final_data_processed/sim_00142/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..714cec173978589cb04044c3582f5710d251ed39
--- /dev/null
+++ b/final_data_processed/sim_00142/frames.csv
@@ -0,0 +1,175 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00142/labeling_provenance.json b/final_data_processed/sim_00142/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..539af94eb0a738752c7058398e02f296214c34af
--- /dev/null
+++ b/final_data_processed/sim_00142/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 174,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 174,
+  "n_keyhole": 0,
+  "n_conduction": 148,
+  "n_initial_emptiness": 26,
+  "median_zmin_m": -6.314916499999999e-05,
+  "keyhole_threshold_m": -9.472374749999999e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 10268,
+  "n_monitor_rows_valid": 58528,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.917255+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.917255+00:00",
+    "n_csv_rows_for_experiment": 174,
+    "n_csv_rows_overridden": 174,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00142/metadata.json b/final_data_processed/sim_00142/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..de54b6bc1400965e0d694f6e7c5aa481a223e6ae
--- /dev/null
+++ b/final_data_processed/sim_00142/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 142,
+  "original_folder_name": "P-248p695097131_VX-0p887957223036_LS-5p04400481913e-05_ST-333p269518536_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p00125_DT-7p25592725977e-06_H-bf889bf790",
+  "original_hash": "bf889bf790",
+  "material": "TI64",
+  "n_frames": 174,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00142/parameters.json b/final_data_processed/sim_00142/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..83a43e937c2049b80c51c158109e3e7188912341
--- /dev/null
+++ b/final_data_processed/sim_00142/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 248.695097131,
+    "unit": "W"
+  },
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+    "unit": "m/s"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 333.269518536,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00143/experiment_details.json b/final_data_processed/sim_00143/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..79a2278ed370ad93716c05462d8a1f77810af6df
--- /dev/null
+++ b/final_data_processed/sim_00143/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+          "direction": [
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00143/frames.csv b/final_data_processed/sim_00143/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cac77161a38985262a461650fb2532c1eaa6db83
--- /dev/null
+++ b/final_data_processed/sim_00143/frames.csv
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diff --git a/final_data_processed/sim_00143/labeling_provenance.json b/final_data_processed/sim_00143/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2227e3d23ae11b830182c0b3b5fab0149b681db
--- /dev/null
+++ b/final_data_processed/sim_00143/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 424,
+  "n_frames_auto_labeled": 424,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 424,
+  "n_keyhole": 0,
+  "n_conduction": 422,
+  "n_initial_emptiness": 2,
+  "median_zmin_m": -2.283838e-05,
+  "keyhole_threshold_m": -3.425757e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 268,
+  "n_monitor_rows_valid": 68528,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.931217+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
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+    "applied_at": "2026-05-06T19:52:56.931217+00:00",
+    "n_csv_rows_for_experiment": 424,
+    "n_csv_rows_overridden": 424,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 1,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00143/metadata.json b/final_data_processed/sim_00143/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fdfebc86eea37f363ddc1c3a0cc00bdc3c99344e
--- /dev/null
+++ b/final_data_processed/sim_00143/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 143,
+  "original_folder_name": "P-52p5445860993_VX-0p633129978235_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-2p95323714861e-06_H-306f9d252b",
+  "original_hash": "306f9d252b",
+  "material": "TI64",
+  "n_frames": 424,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00143/parameters.json b/final_data_processed/sim_00143/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..d715883e4440508c441e22ebe46cc682be4449bd
--- /dev/null
+++ b/final_data_processed/sim_00143/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 52.5445860993,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.633129978235,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 4.5e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00144/experiment_details.json b/final_data_processed/sim_00144/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..26dddb22cec508fa3ef0ddd6f2ff3c682e0e9d8f
--- /dev/null
+++ b/final_data_processed/sim_00144/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 4.5e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "53.4525830151",
+        "motion": {
+          "velocity": [
+            "0.394191978834",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 4.743330843895123e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00144/frames.csv b/final_data_processed/sim_00144/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cafe2bf99dd4fee910ba29164b0fd2a552264de
--- /dev/null
+++ b/final_data_processed/sim_00144/frames.csv
@@ -0,0 +1,266 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00144/labeling_provenance.json b/final_data_processed/sim_00144/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f71be3d9f1d173186bb377ea33a3fa39cdc2aa9
--- /dev/null
+++ b/final_data_processed/sim_00144/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 265,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 265,
+  "n_keyhole": 0,
+  "n_conduction": 264,
+  "n_initial_emptiness": 1,
+  "median_zmin_m": -3.077498e-05,
+  "keyhole_threshold_m": -4.616247e-05,
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+  "n_monitor_rows_ie": 261,
+  "n_monitor_rows_valid": 68535,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.945505+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.945505+00:00",
+    "n_csv_rows_for_experiment": 265,
+    "n_csv_rows_overridden": 265,
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+    "n_frames_unchanged": 0,
+    "bug_free": 1,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00144/metadata.json b/final_data_processed/sim_00144/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a3f8c245c61bff7ac5b4dcdc9d5d196dee18a17
--- /dev/null
+++ b/final_data_processed/sim_00144/metadata.json
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+{
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+  "original_hash": "306f9d252b",
+  "material": "TI64",
+  "n_frames": 265,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00144/parameters.json b/final_data_processed/sim_00144/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d61c25e7e77e536337150d28650c016d54b7c83
--- /dev/null
+++ b/final_data_processed/sim_00144/parameters.json
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+{
+  "laser_power": {
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+    "unit": "m/s"
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+  "laser_spot_size": {
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+    "unit": "m"
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+  "substrate_temperature": {
+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00145/experiment_details.json b/final_data_processed/sim_00145/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..4598db72ceaa8ad222e398b45696f22735c66da8
--- /dev/null
+++ b/final_data_processed/sim_00145/experiment_details.json
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+{
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+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 4.5e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "55.2363598851",
+        "motion": {
+          "velocity": [
+            "0.252312006514",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 7.410598478656296e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00145/frames.csv b/final_data_processed/sim_00145/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27fc7cb808278cc8ded81dbe3f8aa1fb1e4c9e92
--- /dev/null
+++ b/final_data_processed/sim_00145/frames.csv
@@ -0,0 +1,171 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00145/labeling_provenance.json b/final_data_processed/sim_00145/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..963b75ab677ae4407c386ced97e4e2a3c4a5f68c
--- /dev/null
+++ b/final_data_processed/sim_00145/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 170,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 170,
+  "n_keyhole": 0,
+  "n_conduction": 169,
+  "n_initial_emptiness": 1,
+  "median_zmin_m": -3.484215e-05,
+  "keyhole_threshold_m": -5.2263225e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 250,
+  "n_monitor_rows_valid": 68546,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:56.956139+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:56.956139+00:00",
+    "n_csv_rows_for_experiment": 170,
+    "n_csv_rows_overridden": 170,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 1,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00145/metadata.json b/final_data_processed/sim_00145/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5d99ae543a3f2d9e4fc0600e97b61bc96fc35f2
--- /dev/null
+++ b/final_data_processed/sim_00145/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 145,
+  "original_folder_name": "P-55p2363598851_VX-0p252312006514_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-7p41059847866e-06_H-fb250c7cf9",
+  "original_hash": "fb250c7cf9",
+  "material": "TI64",
+  "n_frames": 170,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00145/parameters.json b/final_data_processed/sim_00145/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..903823b028aab610fa9a4c915d5a00cc16c5cda1
--- /dev/null
+++ b/final_data_processed/sim_00145/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 55.2363598851,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.252312006514,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 4.5e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00150/experiment_details.json b/final_data_processed/sim_00150/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..0f92950183b111f57b1fb7ab76a23a0adca45ef0
--- /dev/null
+++ b/final_data_processed/sim_00150/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+    },
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+  },
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+    "velocity": 5.0
+  },
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+  },
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+        "value": 300.0
+      }
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+  "phase_interfaces":   {
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+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
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+    "melt_substrate_phase_change": [
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+      "substrate"
+    ]
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+          "center": [
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+          "direction": [
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+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "71.8781037338",
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+    "dt_output": 3.2937109630589183e-06,
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+    "resolution": [
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+      "box":       {
+        "phase": "substrate",
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+        "max_point": [
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+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00150/frames.csv b/final_data_processed/sim_00150/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e912ad79c0d15ed181668654aa5095a56bdadce
--- /dev/null
+++ b/final_data_processed/sim_00150/frames.csv
@@ -0,0 +1,382 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00150/labeling_provenance.json b/final_data_processed/sim_00150/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..bda474162dcf3b10a2ff19411204e995d5ff043b
--- /dev/null
+++ b/final_data_processed/sim_00150/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 381,
+  "n_frames_auto_labeled": 381,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 381,
+  "n_keyhole": 0,
+  "n_conduction": 380,
+  "n_initial_emptiness": 1,
+  "median_zmin_m": -3.48095e-05,
+  "keyhole_threshold_m": -5.221425e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 173,
+  "n_monitor_rows_valid": 68623,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.031593+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.031593+00:00",
+    "n_csv_rows_for_experiment": 381,
+    "n_csv_rows_overridden": 381,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 1,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00150/metadata.json b/final_data_processed/sim_00150/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c41f9a3d6e1203cb53f46a97537a209a9b4943b
--- /dev/null
+++ b/final_data_processed/sim_00150/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 150,
+  "original_folder_name": "P-71p8781037338_VX-0p56768277259_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-3p29371096306e-06_H-306f9d252b",
+  "original_hash": "306f9d252b",
+  "material": "TI64",
+  "n_frames": 381,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00150/parameters.json b/final_data_processed/sim_00150/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee55f27a2ee2548496e01622756713396a0c8c0e
--- /dev/null
+++ b/final_data_processed/sim_00150/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 71.8781037338,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.56768277259,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 4.5e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00151/experiment_details.json b/final_data_processed/sim_00151/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..6beed9b8f41b46a5e3fe4617422d7aca3ef2599d
--- /dev/null
+++ b/final_data_processed/sim_00151/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
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+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
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+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
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+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
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+      "material": "TI64",
+      "initial_conditions": {
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+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
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+      "material": "TI64",
+      "initial_conditions": {
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+        "velocity": [
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+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
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+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
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+        "velocity": [
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+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
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+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 4.5e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
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+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "72.876222127",
+        "motion": {
+          "velocity": [
+            "0.956216556443",
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+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
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+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
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+            -0.000212,
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+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 1.9553969851502182e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
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+        -0.00016,
+        -0.000296
+      ],
+      "max": [
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+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
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+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
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+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
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+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
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+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00151/frames.csv b/final_data_processed/sim_00151/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..803768c147da1becab173455399bbebe615bc2dc
--- /dev/null
+++ b/final_data_processed/sim_00151/frames.csv
@@ -0,0 +1,641 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
+0,0,Initial Emptiness,frames/front/frame_00000.png,frames/side/frame_00000.png,frames/top/frame_00000.png
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diff --git a/final_data_processed/sim_00151/labeling_provenance.json b/final_data_processed/sim_00151/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4047dfc593a67e4af11c0718f75bc687c6c7ba2
--- /dev/null
+++ b/final_data_processed/sim_00151/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 640,
+  "n_frames_auto_labeled": 640,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 640,
+  "n_keyhole": 0,
+  "n_conduction": 638,
+  "n_initial_emptiness": 2,
+  "median_zmin_m": -2.684161e-05,
+  "keyhole_threshold_m": -4.0262415000000004e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 170,
+  "n_monitor_rows_valid": 68626,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.052682+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.052682+00:00",
+    "n_csv_rows_for_experiment": 640,
+    "n_csv_rows_overridden": 640,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 1,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00151/metadata.json b/final_data_processed/sim_00151/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1baf8e0f83b250e7d95e5bbfe7b3c3f722630b3
--- /dev/null
+++ b/final_data_processed/sim_00151/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 151,
+  "original_folder_name": "P-72p876222127_VX-0p956216556443_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-1p95539698515e-06_H-306f9d252b",
+  "original_hash": "306f9d252b",
+  "material": "TI64",
+  "n_frames": 640,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00151/parameters.json b/final_data_processed/sim_00151/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..e978884972798cc20646c7e184ce8c965f13f616
--- /dev/null
+++ b/final_data_processed/sim_00151/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 72.876222127,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.956216556443,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 4.5e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00156/experiment_details.json b/final_data_processed/sim_00156/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..7ea84a5a3e0af6b545cf3720a0d048b05b5152dc
--- /dev/null
+++ b/final_data_processed/sim_00156/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+        -9.81
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+    "ambient_temperature": 300.0
+  },
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+    "velocity": 5.0
+  },
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+  },
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+      "material": "REAL_AR",
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+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
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+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
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+  "phase_changes":   {
+    "melt_substrate_phase_change": [
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+      "substrate"
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+  "lasers":   {
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+          "center": [
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+            0.0,
+            5e-05
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+          "direction": [
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+            0.0,
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+        "absorptance": 0.2,
+        "power_magnitude_expression": "77.6071708937",
+        "motion": {
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+          "center": [
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+            0.0,
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+          "angular_frequency": "0.0"
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+      "numerics": {
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+        "ray_domain": {
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+          "max": [
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+  "sim_control":   {
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+    "dt_output": 1.1134630037125409e-05,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
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+    "freq_checkpoint": 5000
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+  "rendering":   {
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+    "resolution": [
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+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
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+          -0.0002,
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+        "max_point": [
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+          0.0002,
+          0.0001
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+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
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+          -0.0003
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+        "max_point": [
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+      "box":       {
+        "phase": "gas",
+        "min_point": [
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+        "max_point": [
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+          0.0001
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+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00156/frames.csv b/final_data_processed/sim_00156/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52fa07bffbf3dce1d5b329b9c4c317e5a92b62f0
--- /dev/null
+++ b/final_data_processed/sim_00156/frames.csv
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diff --git a/final_data_processed/sim_00156/labeling_provenance.json b/final_data_processed/sim_00156/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..6cc8d1e65fc2e9dd188ec66ed7ff873e80011e1d
--- /dev/null
+++ b/final_data_processed/sim_00156/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 190,
+  "n_frames_auto_labeled": 190,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 190,
+  "n_keyhole": 0,
+  "n_conduction": 152,
+  "n_initial_emptiness": 38,
+  "median_zmin_m": -3.080345e-05,
+  "keyhole_threshold_m": -4.6205175e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 23086,
+  "n_monitor_rows_valid": 92514,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.121123+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.121123+00:00",
+    "n_csv_rows_for_experiment": 190,
+    "n_csv_rows_overridden": 190,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00156/metadata.json b/final_data_processed/sim_00156/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc0b3063a6fa71fff16370cff0a1d1e300c373de
--- /dev/null
+++ b/final_data_processed/sim_00156/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 156,
+  "original_folder_name": "P-77p6071708937_VX-0p433253784538_LS-7p48831675656e-05_ST-344p207921637_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p11346300371e-05_H-5958772c6a",
+  "original_hash": "5958772c6a",
+  "material": "TI64",
+  "n_frames": 190,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00156/parameters.json b/final_data_processed/sim_00156/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..39af61eca7348fe12b7eaf164ef89fdf5c37ef73
--- /dev/null
+++ b/final_data_processed/sim_00156/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 77.6071708937,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.433253784538,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.48831675656e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 344.207921637,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00157/experiment_details.json b/final_data_processed/sim_00157/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e6b8ab4976438ca14afd007e9499385dbfe9b08
--- /dev/null
+++ b/final_data_processed/sim_00157/experiment_details.json
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+{
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+    "domain_max": [
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+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 4.5e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "78.18378444",
+        "motion": {
+          "velocity": [
+            "0.804643363326",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 2.323741245923663e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00157/frames.csv b/final_data_processed/sim_00157/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f80f11310c8b577d1ee1721534464fa4a16bcca
--- /dev/null
+++ b/final_data_processed/sim_00157/frames.csv
@@ -0,0 +1,540 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00157/labeling_provenance.json b/final_data_processed/sim_00157/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..01ef1323906e46b270a4c06b95dc851243979b06
--- /dev/null
+++ b/final_data_processed/sim_00157/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 539,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 539,
+  "n_keyhole": 0,
+  "n_conduction": 537,
+  "n_initial_emptiness": 2,
+  "median_zmin_m": -3.081741e-05,
+  "keyhole_threshold_m": -4.6226115e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 155,
+  "n_monitor_rows_valid": 68641,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.141272+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.141272+00:00",
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+    "n_frames_unchanged": 0,
+    "bug_free": 1,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00157/metadata.json b/final_data_processed/sim_00157/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..33b93399df3344c36547e9665577331b8b5bc307
--- /dev/null
+++ b/final_data_processed/sim_00157/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-78p18378444_VX-0p804643363326_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-2p32374124592e-06_H-b0e5aed98c",
+  "original_hash": "b0e5aed98c",
+  "material": "TI64",
+  "n_frames": 539,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00157/parameters.json b/final_data_processed/sim_00157/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed6778bb02bfd713ee21bcfbfa4a43d366257d6a
--- /dev/null
+++ b/final_data_processed/sim_00157/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
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+    "unit": "W"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00158/experiment_details.json b/final_data_processed/sim_00158/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b44f04c93c6c5b7c4568e2a520d6913c24f9863
--- /dev/null
+++ b/final_data_processed/sim_00158/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00158/frames.csv b/final_data_processed/sim_00158/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..328b9db41a0b56fa2c6430cb378e6e92fdd62b35
--- /dev/null
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+86,27830,Forming Phase,frames/front/frame_00086.png,frames/side/frame_00086.png,frames/top/frame_00086.png
+87,28154,Forming Phase,frames/front/frame_00087.png,frames/side/frame_00087.png,frames/top/frame_00087.png
+88,28478,Forming Phase,frames/front/frame_00088.png,frames/side/frame_00088.png,frames/top/frame_00088.png
+89,28802,Forming Phase,frames/front/frame_00089.png,frames/side/frame_00089.png,frames/top/frame_00089.png
+90,29126,Forming Phase,frames/front/frame_00090.png,frames/side/frame_00090.png,frames/top/frame_00090.png
+91,29450,Forming Phase,frames/front/frame_00091.png,frames/side/frame_00091.png,frames/top/frame_00091.png
+92,29774,Forming Phase,frames/front/frame_00092.png,frames/side/frame_00092.png,frames/top/frame_00092.png
+93,30098,Forming Phase,frames/front/frame_00093.png,frames/side/frame_00093.png,frames/top/frame_00093.png
+94,30422,Forming Phase,frames/front/frame_00094.png,frames/side/frame_00094.png,frames/top/frame_00094.png
+95,30746,Forming Phase,frames/front/frame_00095.png,frames/side/frame_00095.png,frames/top/frame_00095.png
+96,31070,Forming Phase,frames/front/frame_00096.png,frames/side/frame_00096.png,frames/top/frame_00096.png
+97,31394,Forming Phase,frames/front/frame_00097.png,frames/side/frame_00097.png,frames/top/frame_00097.png
+98,31718,Forming Phase,frames/front/frame_00098.png,frames/side/frame_00098.png,frames/top/frame_00098.png
+99,32042,Forming Phase,frames/front/frame_00099.png,frames/side/frame_00099.png,frames/top/frame_00099.png
+100,32366,Forming Phase,frames/front/frame_00100.png,frames/side/frame_00100.png,frames/top/frame_00100.png
+101,32690,Forming Phase,frames/front/frame_00101.png,frames/side/frame_00101.png,frames/top/frame_00101.png
+102,33014,Forming Phase,frames/front/frame_00102.png,frames/side/frame_00102.png,frames/top/frame_00102.png
+103,33338,Forming Phase,frames/front/frame_00103.png,frames/side/frame_00103.png,frames/top/frame_00103.png
+104,33662,Forming Phase,frames/front/frame_00104.png,frames/side/frame_00104.png,frames/top/frame_00104.png
+105,33986,Forming Phase,frames/front/frame_00105.png,frames/side/frame_00105.png,frames/top/frame_00105.png
+106,34310,Forming Phase,frames/front/frame_00106.png,frames/side/frame_00106.png,frames/top/frame_00106.png
+107,34634,Forming Phase,frames/front/frame_00107.png,frames/side/frame_00107.png,frames/top/frame_00107.png
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diff --git a/final_data_processed/sim_00158/labeling_provenance.json b/final_data_processed/sim_00158/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..2278c7246ea3b7557020c4c1e5eb2b8aa2907e0d
--- /dev/null
+++ b/final_data_processed/sim_00158/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 353,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 353,
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+  "n_monitor_rows_ie": 38570,
+  "n_monitor_rows_valid": 77030,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.161688+00:00",
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+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.161688+00:00",
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00158/metadata.json b/final_data_processed/sim_00158/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbe7d37c6632259ab2bfadd03e759c69ee1763f9
--- /dev/null
+++ b/final_data_processed/sim_00158/metadata.json
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+{
+  "sim_id": 158,
+  "original_folder_name": "P-78p3109819881_VX-0p819836919071_LS-8p42620704062e-05_ST-359p367913591_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p88424415978e-06_H-cedd8dc36d",
+  "original_hash": "cedd8dc36d",
+  "material": "TI64",
+  "n_frames": 353,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00158/parameters.json b/final_data_processed/sim_00158/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5b12c911a9174c9804c05b652e6c64625e39235
--- /dev/null
+++ b/final_data_processed/sim_00158/parameters.json
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+{
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+    "unit": "m"
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00159/experiment_details.json b/final_data_processed/sim_00159/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..90a62a39a2514ab9e5da17911cab71656341c914
--- /dev/null
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+{
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\ No newline at end of file
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index 0000000000000000000000000000000000000000..e7b48972192872160fef6d60b4ecf0b7d34a1610
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diff --git a/final_data_processed/sim_00159/labeling_provenance.json b/final_data_processed/sim_00159/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..e731feb7679902678f71667b00ac149db24ae420
--- /dev/null
+++ b/final_data_processed/sim_00159/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 316,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 316,
+  "n_keyhole": 0,
+  "n_conduction": 242,
+  "n_initial_emptiness": 74,
+  "median_zmin_m": -3.297676e-05,
+  "keyhole_threshold_m": -4.9465140000000005e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 27508,
+  "n_monitor_rows_valid": 88092,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.181471+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.181471+00:00",
+    "n_csv_rows_for_experiment": 316,
+    "n_csv_rows_overridden": 316,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00159/metadata.json b/final_data_processed/sim_00159/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..545b4c9d4e7e82aa9ea4c78d5d7edede54597502
--- /dev/null
+++ b/final_data_processed/sim_00159/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-79p1315856604_VX-0p738156089448_LS-4p61026192486e-05_ST-370p648100327_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p53536653287e-06_H-0d7d85a8f4",
+  "original_hash": "0d7d85a8f4",
+  "material": "TI64",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00159/parameters.json b/final_data_processed/sim_00159/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a620cce4cd95b5e71bd26ab0506d77814dd7d7d
--- /dev/null
+++ b/final_data_processed/sim_00159/parameters.json
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+{
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+    "unit": "K"
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00160/experiment_details.json b/final_data_processed/sim_00160/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..e12ac50db2d9e600afe3c75af0c6d91b3b847d12
--- /dev/null
+++ b/final_data_processed/sim_00160/experiment_details.json
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+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00160/frames.csv b/final_data_processed/sim_00160/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec28ce16a1ceae05225113a50c693e3ac147a7be
--- /dev/null
+++ b/final_data_processed/sim_00160/frames.csv
@@ -0,0 +1,249 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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+15,7015,Screenshot Bug,frames/front/frame_00015.png,frames/side/frame_00015.png,frames/top/frame_00015.png
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+19,8886,Screenshot Bug,frames/front/frame_00019.png,frames/side/frame_00019.png,frames/top/frame_00019.png
+20,9354,Screenshot Bug,frames/front/frame_00020.png,frames/side/frame_00020.png,frames/top/frame_00020.png
+21,9822,Screenshot Bug,frames/front/frame_00021.png,frames/side/frame_00021.png,frames/top/frame_00021.png
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diff --git a/final_data_processed/sim_00160/labeling_provenance.json b/final_data_processed/sim_00160/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a79b41a92add65eab75f28e4093a08e2dd20aaa
--- /dev/null
+++ b/final_data_processed/sim_00160/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 248,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 248,
+  "n_keyhole": 0,
+  "n_conduction": 210,
+  "n_initial_emptiness": 38,
+  "median_zmin_m": -3.080151e-05,
+  "keyhole_threshold_m": -4.6202265e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 17467,
+  "n_monitor_rows_valid": 98133,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.193099+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.193099+00:00",
+    "n_csv_rows_for_experiment": 248,
+    "n_csv_rows_overridden": 248,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00160/metadata.json b/final_data_processed/sim_00160/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..376a27f024516e8a4b9d5a42e1d6dfccb8cc9d25
--- /dev/null
+++ b/final_data_processed/sim_00160/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 160,
+  "original_folder_name": "P-82p6239965333_VX-0p567384090403_LS-6p29636633496e-05_ST-368p216750002_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-8p50238962391e-06_H-e6df4d4a2d",
+  "original_hash": "e6df4d4a2d",
+  "material": "TI64",
+  "n_frames": 248,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00160/parameters.json b/final_data_processed/sim_00160/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d31232fb0838890be43f1c36e11d89229815af9
--- /dev/null
+++ b/final_data_processed/sim_00160/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 368.216750002,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00161/experiment_details.json b/final_data_processed/sim_00161/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..f534ba250b4b88b8cbf1e66d116719ad9defa7a6
--- /dev/null
+++ b/final_data_processed/sim_00161/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00161/frames.csv b/final_data_processed/sim_00161/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..230bdf52e8b58eb26bfb5fb86885b4d837b61539
--- /dev/null
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diff --git a/final_data_processed/sim_00161/labeling_provenance.json b/final_data_processed/sim_00161/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..e323ee9d9e3b40ed13eba47b3dd60e874f51c50a
--- /dev/null
+++ b/final_data_processed/sim_00161/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 142,
+  "n_frames_auto_labeled": 142,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 142,
+  "n_keyhole": 0,
+  "n_conduction": 105,
+  "n_initial_emptiness": 37,
+  "median_zmin_m": -3.8741665e-05,
+  "keyhole_threshold_m": -5.81124975e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 30270,
+  "n_monitor_rows_valid": 85330,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.201470+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.201470+00:00",
+    "n_csv_rows_for_experiment": 142,
+    "n_csv_rows_overridden": 142,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00161/metadata.json b/final_data_processed/sim_00161/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1596943d12a0eea9d3e7c5f020814d89fc09df4
--- /dev/null
+++ b/final_data_processed/sim_00161/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 161,
+  "original_folder_name": "P-83p4130417347_VX-0p322492976823_LS-7p74299080266e-05_ST-371p281013063_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p49588392607e-05_H-b41989dc4b",
+  "original_hash": "b41989dc4b",
+  "material": "TI64",
+  "n_frames": 142,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00161/parameters.json b/final_data_processed/sim_00161/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a5427ee36fafed2843c8201835abff0d14b9bf4
--- /dev/null
+++ b/final_data_processed/sim_00161/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 83.4130417347,
+    "unit": "W"
+  },
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+    "unit": "m/s"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 371.281013063,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00166/experiment_details.json b/final_data_processed/sim_00166/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed36b0e14dcb4aae4b270bfc7532bc1a95ddd8ad
--- /dev/null
+++ b/final_data_processed/sim_00166/experiment_details.json
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+{
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+  },
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+    "velocity": 5.0
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+      "type": "wall",
+      "thermal_boundary_condition": {
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+        "value": 300.0
+      }
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+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
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+      "model": "TI64_AIR"
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+  "phase_changes":   {
+    "melt_substrate_phase_change": [
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+      "substrate"
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+  "lasers":   {
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+            0.0,
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+          "direction": [
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+        "absorptance": 0.2,
+        "power_magnitude_expression": "90.3577538021",
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+  "sim_control":   {
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+    "dt_output": 7.952391569191813e-06,
+    "output_type": "vtk",
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+      },
+      "box":       {
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+    }
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00166/frames.csv b/final_data_processed/sim_00166/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a271145711b42ecc8df4e1ebb727ac855befcf4
--- /dev/null
+++ b/final_data_processed/sim_00166/frames.csv
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+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00166/labeling_provenance.json b/final_data_processed/sim_00166/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..9806c0b394b83eeebaf021a764ae820870b71394
--- /dev/null
+++ b/final_data_processed/sim_00166/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 263,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 263,
+  "n_keyhole": 0,
+  "n_conduction": 228,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -2.86588e-05,
+  "keyhole_threshold_m": -4.29882e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 16395,
+  "n_monitor_rows_valid": 99205,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.256614+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.256614+00:00",
+    "n_csv_rows_for_experiment": 263,
+    "n_csv_rows_overridden": 263,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00166/metadata.json b/final_data_processed/sim_00166/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0a7b1adfbf5b32f3bb73c8657f919a7d8501ffe
--- /dev/null
+++ b/final_data_processed/sim_00166/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 166,
+  "original_folder_name": "P-90p3577538021_VX-0p606625134218_LS-7p79676391387e-05_ST-345p062824899_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-7p95239156919e-06_H-e341aeefe6",
+  "original_hash": "e341aeefe6",
+  "material": "TI64",
+  "n_frames": 263,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00166/parameters.json b/final_data_processed/sim_00166/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d933f455467a096e0bd6cf2bd959bdd0497c1f3
--- /dev/null
+++ b/final_data_processed/sim_00166/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
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+    "unit": "W"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
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+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00167/experiment_details.json b/final_data_processed/sim_00167/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d4670da19c1e660055351a76bf06d2c2ea1b0af
--- /dev/null
+++ b/final_data_processed/sim_00167/experiment_details.json
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+  "phase_interfaces":   {
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+        "absorptance": 0.2,
+        "power_magnitude_expression": "91.2790923782",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00167/frames.csv b/final_data_processed/sim_00167/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fff6a586cda31029fd816cdc66605c732808dc65
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diff --git a/final_data_processed/sim_00167/labeling_provenance.json b/final_data_processed/sim_00167/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..b014cc864ed59e784671566b315ca4cb1555bc5a
--- /dev/null
+++ b/final_data_processed/sim_00167/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 311,
+  "n_frames_auto_labeled": 311,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 311,
+  "n_keyhole": 0,
+  "n_conduction": 246,
+  "n_initial_emptiness": 65,
+  "median_zmin_m": -3.48839e-05,
+  "keyhole_threshold_m": -5.232585e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 23763,
+  "n_monitor_rows_valid": 91837,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.272121+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.272121+00:00",
+    "n_csv_rows_for_experiment": 311,
+    "n_csv_rows_overridden": 311,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00167/metadata.json b/final_data_processed/sim_00167/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..917380e74d349dc100629eb6056f65dae7e09f86
--- /dev/null
+++ b/final_data_processed/sim_00167/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 167,
+  "original_folder_name": "P-91p2790923782_VX-0p717805590808_LS-4p80270969425e-05_ST-305p576577078_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p72065063966e-06_H-a55a682ac9",
+  "original_hash": "a55a682ac9",
+  "material": "TI64",
+  "n_frames": 311,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00167/parameters.json b/final_data_processed/sim_00167/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..028a8df9316b6b4051058d13defa0b8364b0945e
--- /dev/null
+++ b/final_data_processed/sim_00167/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 91.2790923782,
+    "unit": "W"
+  },
+  "scan_speed_x": {
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+    "unit": "m/s"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 305.576577078,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00168/experiment_details.json b/final_data_processed/sim_00168/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf0595367411b746103d23e2694268b9808a3022
--- /dev/null
+++ b/final_data_processed/sim_00168/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+    "ambient_temperature": 300.0
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+        "value": 300.0
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+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
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+        "gas"
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+      "model": "TI64_AIR"
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+  "phase_changes":   {
+    "melt_substrate_phase_change": [
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+          "direction": [
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+        "absorptance": 0.2,
+        "power_magnitude_expression": "92.0306358058",
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+          "max": [
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+      "box":       {
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+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00168/frames.csv b/final_data_processed/sim_00168/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..421384419c0d028e42ec2a054968ebe2d7cb0e3f
--- /dev/null
+++ b/final_data_processed/sim_00168/frames.csv
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diff --git a/final_data_processed/sim_00168/labeling_provenance.json b/final_data_processed/sim_00168/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ff473d9eeaa15557fac7ed874125dc56a63344e
--- /dev/null
+++ b/final_data_processed/sim_00168/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 276,
+  "n_frames_auto_labeled": 276,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 276,
+  "n_keyhole": 0,
+  "n_conduction": 240,
+  "n_initial_emptiness": 36,
+  "median_zmin_m": -3.077784e-05,
+  "keyhole_threshold_m": -4.616676e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 15471,
+  "n_monitor_rows_valid": 100129,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.288177+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.288177+00:00",
+    "n_csv_rows_for_experiment": 276,
+    "n_csv_rows_overridden": 276,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00168/metadata.json b/final_data_processed/sim_00168/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb0806636a202c42475409eac5a6d9b9f10c12d2
--- /dev/null
+++ b/final_data_processed/sim_00168/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 168,
+  "original_folder_name": "P-92p0306358058_VX-0p635786516528_LS-6p85874395416e-05_ST-348p651765165_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-7p58764220003e-06_H-8daf8adcd4",
+  "original_hash": "8daf8adcd4",
+  "material": "TI64",
+  "n_frames": 276,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00168/parameters.json b/final_data_processed/sim_00168/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..16c8d59a718492dd5e451fe12eab7bec2d60e1b7
--- /dev/null
+++ b/final_data_processed/sim_00168/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 92.0306358058,
+    "unit": "W"
+  },
+  "scan_speed_x": {
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+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.85874395416e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 348.651765165,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00169/experiment_details.json b/final_data_processed/sim_00169/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..a97e18d606f2935c3192c0e0b15a9f1d4bbf5342
--- /dev/null
+++ b/final_data_processed/sim_00169/experiment_details.json
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+{
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+    "velocity": 5.0
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+      "thermal_boundary_condition": {
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+        "value": 300.0
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+  },
+  "phase_interfaces":   {
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+  "phase_changes":   {
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+      "substrate"
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+          "direction": [
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+        "absorptance": 0.2,
+        "power_magnitude_expression": "93.2349412886",
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+      "box":       {
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+        "max_point": [
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+      "box":       {
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+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00169/frames.csv b/final_data_processed/sim_00169/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4aee972e554a2adade6870ac04bc51a54d9a02d
--- /dev/null
+++ b/final_data_processed/sim_00169/frames.csv
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diff --git a/final_data_processed/sim_00169/labeling_provenance.json b/final_data_processed/sim_00169/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..585814bf364566c6313c074336a95adc0e3efa75
--- /dev/null
+++ b/final_data_processed/sim_00169/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 140,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 140,
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+  "n_initial_emptiness": 37,
+  "median_zmin_m": -4.280927e-05,
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+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 30039,
+  "n_monitor_rows_valid": 85561,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.296486+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.296486+00:00",
+    "n_csv_rows_for_experiment": 140,
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+    "n_frames_unchanged": 0,
+    "bug_free": 0,
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00169/metadata.json b/final_data_processed/sim_00169/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e06b2d1dfa779d9185a4b5bc1f4082dcae35c9e0
--- /dev/null
+++ b/final_data_processed/sim_00169/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-93p2349412886_VX-0p318136092994_LS-6p37701091846e-05_ST-373p005608841_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p51637010363e-05_H-95ed9fb76f",
+  "original_hash": "95ed9fb76f",
+  "material": "TI64",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00169/parameters.json b/final_data_processed/sim_00169/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..137e5d1d1da00b4073127c0c09ea66656a995489
--- /dev/null
+++ b/final_data_processed/sim_00169/parameters.json
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+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00172/experiment_details.json b/final_data_processed/sim_00172/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..3dd8f0bbdad7a9e6be898848002be035684f4adb
--- /dev/null
+++ b/final_data_processed/sim_00172/experiment_details.json
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+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00172/frames.csv b/final_data_processed/sim_00172/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c85179b8591bfca64a32d72f4448a512ae88cc4
--- /dev/null
+++ b/final_data_processed/sim_00172/frames.csv
@@ -0,0 +1,348 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00172/labeling_provenance.json b/final_data_processed/sim_00172/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdceb1edbb0984f930d3eec37beb6e825fc449b4
--- /dev/null
+++ b/final_data_processed/sim_00172/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "tool_version": "human-label-override v0.1",
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+    "n_frames_unchanged": 0,
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00172/metadata.json b/final_data_processed/sim_00172/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ccdd95d8a0a9eca88b969719d0681aeb40b4e62
--- /dev/null
+++ b/final_data_processed/sim_00172/metadata.json
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+{
+  "sim_id": 172,
+  "original_folder_name": "P-96p3048792257_VX-0p802808589305_LS-5p4654094879e-05_ST-371p269771919_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p00905454586e-06_H-24e0a43587",
+  "original_hash": "24e0a43587",
+  "material": "TI64",
+  "n_frames": 347,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00172/parameters.json b/final_data_processed/sim_00172/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..77c66df0c4520aa1ca94732e994862628c82ee45
--- /dev/null
+++ b/final_data_processed/sim_00172/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 96.3048792257,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.802808589305,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 5.4654094879e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 371.269771919,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00173/experiment_details.json b/final_data_processed/sim_00173/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..afbd14ef02529e479f65944b6c87377d3b606bd7
--- /dev/null
+++ b/final_data_processed/sim_00173/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 8e-05,
+          "spot_radius": 4.5e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "97.6596954152",
+        "motion": {
+          "velocity": [
+            "0.666705631564",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.00125,
+    "dt_output": 2.8045105412310846e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          -0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0012,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00173/frames.csv b/final_data_processed/sim_00173/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9da934c3a6bd5981b00aabdafd54f9818207072
--- /dev/null
+++ b/final_data_processed/sim_00173/frames.csv
@@ -0,0 +1,448 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00173/labeling_provenance.json b/final_data_processed/sim_00173/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..fef8589b660ba5c42ee74181019bd2813a478c15
--- /dev/null
+++ b/final_data_processed/sim_00173/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 447,
+  "n_frames_auto_labeled": 447,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 447,
+  "n_keyhole": 0,
+  "n_conduction": 446,
+  "n_initial_emptiness": 1,
+  "median_zmin_m": -4.27705e-05,
+  "keyhole_threshold_m": -6.415575e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 116,
+  "n_monitor_rows_valid": 68680,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.363341+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.363341+00:00",
+    "n_csv_rows_for_experiment": 447,
+    "n_csv_rows_overridden": 447,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 1,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00173/metadata.json b/final_data_processed/sim_00173/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c808ee58422ad3db360ca294101b348ef07f46db
--- /dev/null
+++ b/final_data_processed/sim_00173/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 173,
+  "original_folder_name": "P-97p6596954152_VX-0p666705631564_LS-4p5e-05_ST-300_M-TI64_XI--0p0002_XF-0p0012_XL-0p0014_TE-0p00125_DT-2p80451054123e-06_H-b0e5aed98c",
+  "original_hash": "b0e5aed98c",
+  "material": "TI64",
+  "n_frames": 447,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00173/parameters.json b/final_data_processed/sim_00173/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..145097a1518aed5c5063a88f8fb029ace64c9749
--- /dev/null
+++ b/final_data_processed/sim_00173/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 97.6596954152,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.666705631564,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 4.5e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": "300",
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00174/experiment_details.json b/final_data_processed/sim_00174/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..c20d11c22fca6e140830d692440b9e698fef196d
--- /dev/null
+++ b/final_data_processed/sim_00174/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+        -9.81
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+      "damping_time": 0.0
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+    "gas": {
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+      "material": "REAL_AR",
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+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
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+        "value": 300.0
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+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
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+      "model": "TI64_AIR"
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+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
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+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "98.2720448178",
+        "motion": {
+          "velocity": [
+            "0.404108184606",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 1.1937695861613214e-05,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00174/frames.csv b/final_data_processed/sim_00174/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8377449645bd3a786a421d44f0e16b4d9e0f3dac
--- /dev/null
+++ b/final_data_processed/sim_00174/frames.csv
@@ -0,0 +1,177 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00174/labeling_provenance.json b/final_data_processed/sim_00174/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..48ac69a5741557bb1ff78d03882346fd120db000
--- /dev/null
+++ b/final_data_processed/sim_00174/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
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+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 176,
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+  "n_frames_human_verified": 176,
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+  "labeled_at": "2026-05-06T19:52:57.373911+00:00",
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+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.373911+00:00",
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00174/metadata.json b/final_data_processed/sim_00174/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2cc870b1ef95e51256ed85057b54eba5b9d9356
--- /dev/null
+++ b/final_data_processed/sim_00174/metadata.json
@@ -0,0 +1,8 @@
+{
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+  "original_folder_name": "P-98p2720448178_VX-0p404108184606_LS-6p2082238115e-05_ST-312p013044035_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p19376958616e-05_H-e0ed0fec98",
+  "original_hash": "e0ed0fec98",
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+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00174/parameters.json b/final_data_processed/sim_00174/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..19d44e0ec8b3ffb7883ec5159605c67e35a307c8
--- /dev/null
+++ b/final_data_processed/sim_00174/parameters.json
@@ -0,0 +1,18 @@
+{
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+    "unit": "W"
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+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00175/experiment_details.json b/final_data_processed/sim_00175/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..d69fb00749e257711606a36b1a5a3951e4a57597
--- /dev/null
+++ b/final_data_processed/sim_00175/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00175/frames.csv b/final_data_processed/sim_00175/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..daa9a8e6056ce8efcf513e4d532748e7722cf49b
--- /dev/null
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diff --git a/final_data_processed/sim_00175/labeling_provenance.json b/final_data_processed/sim_00175/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..d11d69263a2f53897b894a44e9409a99fb878be7
--- /dev/null
+++ b/final_data_processed/sim_00175/labeling_provenance.json
@@ -0,0 +1,29 @@
+{
+  "method": "human-verified",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
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+  "n_frames_auto_labeled": 171,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 171,
+  "n_keyhole": 0,
+  "n_conduction": 143,
+  "n_initial_emptiness": 28,
+  "median_zmin_m": -2.680471e-05,
+  "keyhole_threshold_m": -4.0207065e-05,
+  "n_monitor_rows_total": 68796,
+  "n_monitor_rows_ie": 11348,
+  "n_monitor_rows_valid": 57448,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T19:52:57.383680+00:00",
+  "tool_version": "human-label-override v0.1",
+  "human_verification": {
+    "csv_path": "/Users/ioandanielcraciun/Python-Projects/lpbf-dataset-paper/rnl/final-labels_all.csv",
+    "applied_at": "2026-05-06T19:52:57.383680+00:00",
+    "n_csv_rows_for_experiment": 171,
+    "n_csv_rows_overridden": 171,
+    "n_csv_rows_unmatched": 0,
+    "n_frames_unchanged": 0,
+    "bug_free": 0,
+    "correctly_finished": 1
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00175/metadata.json b/final_data_processed/sim_00175/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2bc98f192934d62e79fd84f6a86a80162e52b9e
--- /dev/null
+++ b/final_data_processed/sim_00175/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 175,
+  "original_folder_name": "P-98p5137427197_VX-0p87794698955_LS-7p93698578539e-05_ST-325p506902574_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p00125_DT-7p33865836642e-06_H-bf889bf790",
+  "original_hash": "bf889bf790",
+  "material": "TI64",
+  "n_frames": 171,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00175/parameters.json b/final_data_processed/sim_00175/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b8ad6d6f449ec081d6056bbbf22fd4e9df12f842
--- /dev/null
+++ b/final_data_processed/sim_00175/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 98.5137427197,
+    "unit": "W"
+  },
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+    "unit": "m/s"
+  },
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+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 325.506902574,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00180/experiment_details.json b/final_data_processed/sim_00180/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..d1d130fc837c40dbb1b7ba66aed918250c58ae4d
--- /dev/null
+++ b/final_data_processed/sim_00180/experiment_details.json
@@ -0,0 +1,225 @@
+{
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+      }
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+  "phase_changes":   {
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+          "direction": [
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+  "geometry": {
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+      "box":       {
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+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00180/frames.csv b/final_data_processed/sim_00180/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f8bc305607cc6fa42ba4469f8ece0d6924eeb45
--- /dev/null
+++ b/final_data_processed/sim_00180/frames.csv
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+213,100162,Conduction,frames/front/frame_00213.png,frames/side/frame_00213.png,frames/top/frame_00213.png
+214,100632,Conduction,frames/front/frame_00214.png,frames/side/frame_00214.png,frames/top/frame_00214.png
+215,101102,Conduction,frames/front/frame_00215.png,frames/side/frame_00215.png,frames/top/frame_00215.png
+216,101573,Conduction,frames/front/frame_00216.png,frames/side/frame_00216.png,frames/top/frame_00216.png
+217,102043,Conduction,frames/front/frame_00217.png,frames/side/frame_00217.png,frames/top/frame_00217.png
+218,102514,Conduction,frames/front/frame_00218.png,frames/side/frame_00218.png,frames/top/frame_00218.png
+219,102984,Conduction,frames/front/frame_00219.png,frames/side/frame_00219.png,frames/top/frame_00219.png
+220,103454,Conduction,frames/front/frame_00220.png,frames/side/frame_00220.png,frames/top/frame_00220.png
+221,103925,Conduction,frames/front/frame_00221.png,frames/side/frame_00221.png,frames/top/frame_00221.png
+222,104395,Conduction,frames/front/frame_00222.png,frames/side/frame_00222.png,frames/top/frame_00222.png
+223,104866,Conduction,frames/front/frame_00223.png,frames/side/frame_00223.png,frames/top/frame_00223.png
+224,105336,Conduction,frames/front/frame_00224.png,frames/side/frame_00224.png,frames/top/frame_00224.png
+225,105806,Conduction,frames/front/frame_00225.png,frames/side/frame_00225.png,frames/top/frame_00225.png
+226,106277,Conduction,frames/front/frame_00226.png,frames/side/frame_00226.png,frames/top/frame_00226.png
+227,106747,Conduction,frames/front/frame_00227.png,frames/side/frame_00227.png,frames/top/frame_00227.png
+228,107218,Conduction,frames/front/frame_00228.png,frames/side/frame_00228.png,frames/top/frame_00228.png
+229,107688,Conduction,frames/front/frame_00229.png,frames/side/frame_00229.png,frames/top/frame_00229.png
+230,108158,Conduction,frames/front/frame_00230.png,frames/side/frame_00230.png,frames/top/frame_00230.png
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+232,109099,Conduction,frames/front/frame_00232.png,frames/side/frame_00232.png,frames/top/frame_00232.png
+233,109570,Conduction,frames/front/frame_00233.png,frames/side/frame_00233.png,frames/top/frame_00233.png
+234,110040,Conduction,frames/front/frame_00234.png,frames/side/frame_00234.png,frames/top/frame_00234.png
+235,110510,Conduction,frames/front/frame_00235.png,frames/side/frame_00235.png,frames/top/frame_00235.png
+236,110981,Conduction,frames/front/frame_00236.png,frames/side/frame_00236.png,frames/top/frame_00236.png
+237,111451,Conduction,frames/front/frame_00237.png,frames/side/frame_00237.png,frames/top/frame_00237.png
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+240,112862,Conduction,frames/front/frame_00240.png,frames/side/frame_00240.png,frames/top/frame_00240.png
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+242,113803,Conduction,frames/front/frame_00242.png,frames/side/frame_00242.png,frames/top/frame_00242.png
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+244,114744,Conduction,frames/front/frame_00244.png,frames/side/frame_00244.png,frames/top/frame_00244.png
+245,115214,Conduction,frames/front/frame_00245.png,frames/side/frame_00245.png,frames/top/frame_00245.png
+246,115599,Conduction,frames/front/frame_00246.png,frames/side/frame_00246.png,frames/top/frame_00246.png
diff --git a/final_data_processed/sim_00180/labeling_provenance.json b/final_data_processed/sim_00180/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..31a6c556b1548f63987f460e5fc6c538f1996c6f
--- /dev/null
+++ b/final_data_processed/sim_00180/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 247,
+  "n_frames_auto_labeled": 247,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 210,
+  "n_initial_emptiness": 37,
+  "median_zmin_m": -3.878397e-05,
+  "keyhole_threshold_m": -5.8175955e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 17095,
+  "n_monitor_rows_valid": 98505,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:06:44.610820+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00180/metadata.json b/final_data_processed/sim_00180/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa62dd1c01a71c835c31956c20587a0d38ca85be
--- /dev/null
+++ b/final_data_processed/sim_00180/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 180,
+  "original_folder_name": "P-100p408926704_VX-0p564694322144_LS-6p38706769001e-05_ST-381p633419878_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-8p54288845105e-06_H-790e4fd6dd",
+  "original_hash": "790e4fd6dd",
+  "material": "TI64",
+  "n_frames": 247,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00180/parameters.json b/final_data_processed/sim_00180/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..df08349a0d87c1f1abc94ed700088a41f0e0674a
--- /dev/null
+++ b/final_data_processed/sim_00180/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 100.408926704,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.564694322144,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.38706769001e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 381.633419878,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00181/experiment_details.json b/final_data_processed/sim_00181/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..4237378282e22f9c899457e6c027876d8ce164a3
--- /dev/null
+++ b/final_data_processed/sim_00181/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "354.238131711"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00015894694387046362,
+          "spot_radius": 7.94734719352e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "102.025474754",
+        "motion": {
+          "velocity": [
+            "0.424029390103",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 1.1376854330411529e-05,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00181/frames.csv b/final_data_processed/sim_00181/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f921083a1d13cda3a116259dd3ebd1a87f8490fd
--- /dev/null
+++ b/final_data_processed/sim_00181/frames.csv
@@ -0,0 +1,186 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00181/labeling_provenance.json b/final_data_processed/sim_00181/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef26f0c56dd9c497af96c2d5f4c48dca47367a13
--- /dev/null
+++ b/final_data_processed/sim_00181/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 185,
+  "n_frames_auto_labeled": 185,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 148,
+  "n_initial_emptiness": 37,
+  "median_zmin_m": -3.88413e-05,
+  "keyhole_threshold_m": -5.8261949999999995e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 22528,
+  "n_monitor_rows_valid": 93072,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:06:45.704484+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00181/metadata.json b/final_data_processed/sim_00181/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f3317a0e0c89caa208e20d3eae7ef4bd73b925d
--- /dev/null
+++ b/final_data_processed/sim_00181/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 181,
+  "original_folder_name": "P-102p025474754_VX-0p424029390103_LS-7p94734719352e-05_ST-354p238131711_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p13768543304e-05_H-6f31342894",
+  "original_hash": "6f31342894",
+  "material": "TI64",
+  "n_frames": 185,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00181/parameters.json b/final_data_processed/sim_00181/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2f879d4271b4ac5b49010ed3f811e4fefb87ea9
--- /dev/null
+++ b/final_data_processed/sim_00181/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 102.025474754,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.424029390103,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.94734719352e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 354.238131711,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00186/experiment_details.json b/final_data_processed/sim_00186/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c4f233b2378f835f3eeb739ab0004481663fe52
--- /dev/null
+++ b/final_data_processed/sim_00186/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "330.429005364"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00014332620577638182,
+          "spot_radius": 7.16631028882e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "121.661876009",
+        "motion": {
+          "velocity": [
+            "0.281641526906",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 1.712858418291832e-05,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00186/frames.csv b/final_data_processed/sim_00186/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5a381676de8581e0123bdca3b50eca75ef13e42
--- /dev/null
+++ b/final_data_processed/sim_00186/frames.csv
@@ -0,0 +1,125 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
+0,0,Initial Emptiness,frames/front/frame_00000.png,frames/side/frame_00000.png,frames/top/frame_00000.png
+1,943,Initial Emptiness,frames/front/frame_00001.png,frames/side/frame_00001.png,frames/top/frame_00001.png
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diff --git a/final_data_processed/sim_00186/labeling_provenance.json b/final_data_processed/sim_00186/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8d0e386746a968a2e865cdeea65fd8371f9f223
--- /dev/null
+++ b/final_data_processed/sim_00186/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 124,
+  "n_frames_auto_labeled": 124,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 89,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -5.083548e-05,
+  "keyhole_threshold_m": -7.625321999999999e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 32477,
+  "n_monitor_rows_valid": 83123,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:06:52.187236+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00186/metadata.json b/final_data_processed/sim_00186/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5eda5b87fc47b852b5bd4e8be205b8345841f3df
--- /dev/null
+++ b/final_data_processed/sim_00186/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 186,
+  "original_folder_name": "P-121p661876009_VX-0p281641526906_LS-7p16631028882e-05_ST-330p429005364_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p71285841829e-05_H-25d163a2a5",
+  "original_hash": "25d163a2a5",
+  "material": "TI64",
+  "n_frames": 124,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00186/parameters.json b/final_data_processed/sim_00186/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..04bef61a89024e7e5df2df74962bb55b366b1089
--- /dev/null
+++ b/final_data_processed/sim_00186/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 121.661876009,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.281641526906,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.16631028882e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 330.429005364,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00187/experiment_details.json b/final_data_processed/sim_00187/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b524bad6d2eb82b33d059f6f0c22cb9426453b1
--- /dev/null
+++ b/final_data_processed/sim_00187/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "386.738254947"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00014898808851523528,
+          "spot_radius": 7.44940442576e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "126.512169142",
+        "motion": {
+          "velocity": [
+            "0.57236868357",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 8.428344774081426e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00187/frames.csv b/final_data_processed/sim_00187/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..303f26f5e9b435158df63401b67ce649f4aa25f3
--- /dev/null
+++ b/final_data_processed/sim_00187/frames.csv
@@ -0,0 +1,252 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00187/labeling_provenance.json b/final_data_processed/sim_00187/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..e77c9419e10822838214e9e45cdce6d28db4eeb3
--- /dev/null
+++ b/final_data_processed/sim_00187/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 251,
+  "n_frames_auto_labeled": 251,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 215,
+  "n_initial_emptiness": 36,
+  "median_zmin_m": -4.652161e-05,
+  "keyhole_threshold_m": -6.9782415e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 16287,
+  "n_monitor_rows_valid": 99313,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:06:53.537955+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00187/metadata.json b/final_data_processed/sim_00187/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..22197803df0e9018b3ddbb7184fd7dfeb8ab4f6e
--- /dev/null
+++ b/final_data_processed/sim_00187/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 187,
+  "original_folder_name": "P-126p512169142_VX-0p57236868357_LS-7p44940442576e-05_ST-386p738254947_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-8p42834477408e-06_H-d7a336064e",
+  "original_hash": "d7a336064e",
+  "material": "TI64",
+  "n_frames": 251,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00187/parameters.json b/final_data_processed/sim_00187/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..528cfc0c47aad494ecdaa335ae91a692fc08b4a3
--- /dev/null
+++ b/final_data_processed/sim_00187/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 126.512169142,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.57236868357,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.44940442576e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 386.738254947,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00188/experiment_details.json b/final_data_processed/sim_00188/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..e197963e6f331072551dd3df3a0acbe6f7c17472
--- /dev/null
+++ b/final_data_processed/sim_00188/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "394.322355105"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00016165430514005787,
+          "spot_radius": 8.082715257e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "128.682231034",
+        "motion": {
+          "velocity": [
+            "0.601925389683",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 8.014482667952694e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00188/frames.csv b/final_data_processed/sim_00188/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd820e82f474f9a7f44107ed0e7262ef1f19c21d
--- /dev/null
+++ b/final_data_processed/sim_00188/frames.csv
@@ -0,0 +1,264 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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+2,882,Initial Emptiness,frames/front/frame_00002.png,frames/side/frame_00002.png,frames/top/frame_00002.png
+3,1323,Initial Emptiness,frames/front/frame_00003.png,frames/side/frame_00003.png,frames/top/frame_00003.png
+4,1764,Initial Emptiness,frames/front/frame_00004.png,frames/side/frame_00004.png,frames/top/frame_00004.png
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+16,7053,Initial Emptiness,frames/front/frame_00016.png,frames/side/frame_00016.png,frames/top/frame_00016.png
+17,7494,Initial Emptiness,frames/front/frame_00017.png,frames/side/frame_00017.png,frames/top/frame_00017.png
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+28,12345,Initial Emptiness,frames/front/frame_00028.png,frames/side/frame_00028.png,frames/top/frame_00028.png
+29,12786,Initial Emptiness,frames/front/frame_00029.png,frames/side/frame_00029.png,frames/top/frame_00029.png
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+33,14548,Initial Emptiness,frames/front/frame_00033.png,frames/side/frame_00033.png,frames/top/frame_00033.png
+34,14989,Initial Emptiness,frames/front/frame_00034.png,frames/side/frame_00034.png,frames/top/frame_00034.png
+35,15430,Initial Emptiness,frames/front/frame_00035.png,frames/side/frame_00035.png,frames/top/frame_00035.png
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+225,99260,Conduction,frames/front/frame_00225.png,frames/side/frame_00225.png,frames/top/frame_00225.png
+226,99701,Conduction,frames/front/frame_00226.png,frames/side/frame_00226.png,frames/top/frame_00226.png
+227,100142,Conduction,frames/front/frame_00227.png,frames/side/frame_00227.png,frames/top/frame_00227.png
+228,100584,Conduction,frames/front/frame_00228.png,frames/side/frame_00228.png,frames/top/frame_00228.png
+229,101025,Conduction,frames/front/frame_00229.png,frames/side/frame_00229.png,frames/top/frame_00229.png
+230,101466,Conduction,frames/front/frame_00230.png,frames/side/frame_00230.png,frames/top/frame_00230.png
+231,101908,Conduction,frames/front/frame_00231.png,frames/side/frame_00231.png,frames/top/frame_00231.png
+232,102349,Conduction,frames/front/frame_00232.png,frames/side/frame_00232.png,frames/top/frame_00232.png
+233,102790,Conduction,frames/front/frame_00233.png,frames/side/frame_00233.png,frames/top/frame_00233.png
+234,103232,Conduction,frames/front/frame_00234.png,frames/side/frame_00234.png,frames/top/frame_00234.png
+235,103673,Conduction,frames/front/frame_00235.png,frames/side/frame_00235.png,frames/top/frame_00235.png
+236,104114,Conduction,frames/front/frame_00236.png,frames/side/frame_00236.png,frames/top/frame_00236.png
+237,104555,Conduction,frames/front/frame_00237.png,frames/side/frame_00237.png,frames/top/frame_00237.png
+238,104997,Conduction,frames/front/frame_00238.png,frames/side/frame_00238.png,frames/top/frame_00238.png
+239,105438,Conduction,frames/front/frame_00239.png,frames/side/frame_00239.png,frames/top/frame_00239.png
+240,105879,Conduction,frames/front/frame_00240.png,frames/side/frame_00240.png,frames/top/frame_00240.png
+241,106321,Conduction,frames/front/frame_00241.png,frames/side/frame_00241.png,frames/top/frame_00241.png
+242,106762,Conduction,frames/front/frame_00242.png,frames/side/frame_00242.png,frames/top/frame_00242.png
+243,107203,Conduction,frames/front/frame_00243.png,frames/side/frame_00243.png,frames/top/frame_00243.png
+244,107645,Conduction,frames/front/frame_00244.png,frames/side/frame_00244.png,frames/top/frame_00244.png
+245,108086,Conduction,frames/front/frame_00245.png,frames/side/frame_00245.png,frames/top/frame_00245.png
+246,108527,Conduction,frames/front/frame_00246.png,frames/side/frame_00246.png,frames/top/frame_00246.png
+247,108969,Conduction,frames/front/frame_00247.png,frames/side/frame_00247.png,frames/top/frame_00247.png
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+249,110292,Conduction,frames/front/frame_00249.png,frames/side/frame_00249.png,frames/top/frame_00249.png
+250,110734,Conduction,frames/front/frame_00250.png,frames/side/frame_00250.png,frames/top/frame_00250.png
+251,111175,Conduction,frames/front/frame_00251.png,frames/side/frame_00251.png,frames/top/frame_00251.png
+252,111616,Conduction,frames/front/frame_00252.png,frames/side/frame_00252.png,frames/top/frame_00252.png
+253,112058,Conduction,frames/front/frame_00253.png,frames/side/frame_00253.png,frames/top/frame_00253.png
+254,112499,Conduction,frames/front/frame_00254.png,frames/side/frame_00254.png,frames/top/frame_00254.png
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+256,113382,Conduction,frames/front/frame_00256.png,frames/side/frame_00256.png,frames/top/frame_00256.png
+257,113823,Conduction,frames/front/frame_00257.png,frames/side/frame_00257.png,frames/top/frame_00257.png
+258,114264,Conduction,frames/front/frame_00258.png,frames/side/frame_00258.png,frames/top/frame_00258.png
+259,114706,Conduction,frames/front/frame_00259.png,frames/side/frame_00259.png,frames/top/frame_00259.png
+260,115147,Conduction,frames/front/frame_00260.png,frames/side/frame_00260.png,frames/top/frame_00260.png
+261,115588,Conduction,frames/front/frame_00261.png,frames/side/frame_00261.png,frames/top/frame_00261.png
+262,115599,Conduction,frames/front/frame_00262.png,frames/side/frame_00262.png,frames/top/frame_00262.png
diff --git a/final_data_processed/sim_00188/labeling_provenance.json b/final_data_processed/sim_00188/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..14736fcf8f7f6b56ef05e5ed9fb3de5a2f0ceace
--- /dev/null
+++ b/final_data_processed/sim_00188/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 263,
+  "n_frames_auto_labeled": 263,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 227,
+  "n_initial_emptiness": 36,
+  "median_zmin_m": -4.273024e-05,
+  "keyhole_threshold_m": -6.409536e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 15483,
+  "n_monitor_rows_valid": 100117,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:06:54.918228+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00188/metadata.json b/final_data_processed/sim_00188/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c1e9fadf6dcbe6442b38c3dd8f2355bc428feea
--- /dev/null
+++ b/final_data_processed/sim_00188/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 188,
+  "original_folder_name": "P-128p682231034_VX-0p601925389683_LS-8p082715257e-05_ST-394p322355105_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-8p01448266795e-06_H-b41981edcb",
+  "original_hash": "b41981edcb",
+  "material": "TI64",
+  "n_frames": 263,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00188/parameters.json b/final_data_processed/sim_00188/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8922c583e300ab62edfdaa26967b033a97c55e02
--- /dev/null
+++ b/final_data_processed/sim_00188/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 128.682231034,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.601925389683,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.082715257e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 394.322355105,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00189/experiment_details.json b/final_data_processed/sim_00189/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..eca36663167023bcb48a3ee0832ecf2f96ebc2a8
--- /dev/null
+++ b/final_data_processed/sim_00189/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "393.701994752"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00013039597176405331,
+          "spot_radius": 6.5197985882e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "129.569646497",
+        "motion": {
+          "velocity": [
+            "0.287154347682",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 1.679974773830482e-05,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00189/frames.csv b/final_data_processed/sim_00189/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a8aee52bde53c505530adec6a2ee8ad9f169384
--- /dev/null
+++ b/final_data_processed/sim_00189/frames.csv
@@ -0,0 +1,128 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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+73,67495,Conduction,frames/front/frame_00073.png,frames/side/frame_00073.png,frames/top/frame_00073.png
+74,68420,Conduction,frames/front/frame_00074.png,frames/side/frame_00074.png,frames/top/frame_00074.png
+75,69345,Conduction,frames/front/frame_00075.png,frames/side/frame_00075.png,frames/top/frame_00075.png
+76,70270,Conduction,frames/front/frame_00076.png,frames/side/frame_00076.png,frames/top/frame_00076.png
+77,71195,Conduction,frames/front/frame_00077.png,frames/side/frame_00077.png,frames/top/frame_00077.png
+78,72120,Conduction,frames/front/frame_00078.png,frames/side/frame_00078.png,frames/top/frame_00078.png
+79,73045,Conduction,frames/front/frame_00079.png,frames/side/frame_00079.png,frames/top/frame_00079.png
+80,73970,Conduction,frames/front/frame_00080.png,frames/side/frame_00080.png,frames/top/frame_00080.png
+81,74895,Conduction,frames/front/frame_00081.png,frames/side/frame_00081.png,frames/top/frame_00081.png
+82,75820,Conduction,frames/front/frame_00082.png,frames/side/frame_00082.png,frames/top/frame_00082.png
+83,76745,Conduction,frames/front/frame_00083.png,frames/side/frame_00083.png,frames/top/frame_00083.png
+84,77670,Conduction,frames/front/frame_00084.png,frames/side/frame_00084.png,frames/top/frame_00084.png
+85,78595,Conduction,frames/front/frame_00085.png,frames/side/frame_00085.png,frames/top/frame_00085.png
+86,79520,Conduction,frames/front/frame_00086.png,frames/side/frame_00086.png,frames/top/frame_00086.png
+87,80445,Conduction,frames/front/frame_00087.png,frames/side/frame_00087.png,frames/top/frame_00087.png
+88,81371,Conduction,frames/front/frame_00088.png,frames/side/frame_00088.png,frames/top/frame_00088.png
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+95,87846,Conduction,frames/front/frame_00095.png,frames/side/frame_00095.png,frames/top/frame_00095.png
+96,88771,Conduction,frames/front/frame_00096.png,frames/side/frame_00096.png,frames/top/frame_00096.png
+97,89696,Conduction,frames/front/frame_00097.png,frames/side/frame_00097.png,frames/top/frame_00097.png
+98,90621,Conduction,frames/front/frame_00098.png,frames/side/frame_00098.png,frames/top/frame_00098.png
+99,91546,Conduction,frames/front/frame_00099.png,frames/side/frame_00099.png,frames/top/frame_00099.png
+100,92471,Conduction,frames/front/frame_00100.png,frames/side/frame_00100.png,frames/top/frame_00100.png
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+102,94321,Conduction,frames/front/frame_00102.png,frames/side/frame_00102.png,frames/top/frame_00102.png
+103,95246,Conduction,frames/front/frame_00103.png,frames/side/frame_00103.png,frames/top/frame_00103.png
+104,96171,Conduction,frames/front/frame_00104.png,frames/side/frame_00104.png,frames/top/frame_00104.png
+105,97096,Conduction,frames/front/frame_00105.png,frames/side/frame_00105.png,frames/top/frame_00105.png
+106,98022,Conduction,frames/front/frame_00106.png,frames/side/frame_00106.png,frames/top/frame_00106.png
+107,98947,Conduction,frames/front/frame_00107.png,frames/side/frame_00107.png,frames/top/frame_00107.png
+108,99872,Conduction,frames/front/frame_00108.png,frames/side/frame_00108.png,frames/top/frame_00108.png
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+110,101722,Conduction,frames/front/frame_00110.png,frames/side/frame_00110.png,frames/top/frame_00110.png
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+120,110972,Conduction,frames/front/frame_00120.png,frames/side/frame_00120.png,frames/top/frame_00120.png
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+124,114673,Conduction,frames/front/frame_00124.png,frames/side/frame_00124.png,frames/top/frame_00124.png
+125,115598,Conduction,frames/front/frame_00125.png,frames/side/frame_00125.png,frames/top/frame_00125.png
+126,115599,Conduction,frames/front/frame_00126.png,frames/side/frame_00126.png,frames/top/frame_00126.png
diff --git a/final_data_processed/sim_00189/labeling_provenance.json b/final_data_processed/sim_00189/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..55b5eaf1dc15fd8a4dd64277456e9610f266def5
--- /dev/null
+++ b/final_data_processed/sim_00189/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 127,
+  "n_frames_auto_labeled": 127,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 92,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -5.477788e-05,
+  "keyhole_threshold_m": -8.216682e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 31805,
+  "n_monitor_rows_valid": 83795,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:06:55.924079+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00189/metadata.json b/final_data_processed/sim_00189/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..79cab13c420cd98098a53b1466805d6a8387a3cd
--- /dev/null
+++ b/final_data_processed/sim_00189/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 189,
+  "original_folder_name": "P-129p569646497_VX-0p287154347682_LS-6p5197985882e-05_ST-393p701994752_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p67997477383e-05_H-b41981edcb",
+  "original_hash": "b41981edcb",
+  "material": "TI64",
+  "n_frames": 127,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00189/parameters.json b/final_data_processed/sim_00189/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..263c1d257780a27410b6cebdbc73c31485f24cdf
--- /dev/null
+++ b/final_data_processed/sim_00189/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 129.569646497,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.287154347682,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.5197985882e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 393.701994752,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00192/experiment_details.json b/final_data_processed/sim_00192/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..02464615eb3e7dd17f60927ef4cc3370abf7c0d7
--- /dev/null
+++ b/final_data_processed/sim_00192/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "389.435734624"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00011882590813790053,
+          "spot_radius": 5.9412954069e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "134.93654729",
+        "motion": {
+          "velocity": [
+            "0.343298656719",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 1.4052255983523289e-05,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00192/frames.csv b/final_data_processed/sim_00192/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852d5c58cbc3cea14a9e50de855cb1205ae53b14
--- /dev/null
+++ b/final_data_processed/sim_00192/frames.csv
@@ -0,0 +1,152 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00192/labeling_provenance.json b/final_data_processed/sim_00192/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd0ea170b5689879099e39ee9068580fa706dce6
--- /dev/null
+++ b/final_data_processed/sim_00192/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 151,
+  "n_frames_auto_labeled": 151,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 116,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -5.868809e-05,
+  "keyhole_threshold_m": -8.803213499999999e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 26827,
+  "n_monitor_rows_valid": 88773,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:07:00.384913+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00192/metadata.json b/final_data_processed/sim_00192/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..01e39545210b9a13d150e91ce5f6849e77b1319d
--- /dev/null
+++ b/final_data_processed/sim_00192/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 192,
+  "original_folder_name": "P-134p93654729_VX-0p343298656719_LS-5p9412954069e-05_ST-389p435734624_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-1p40522559835e-05_H-b41981edcb",
+  "original_hash": "b41981edcb",
+  "material": "TI64",
+  "n_frames": 151,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00192/parameters.json b/final_data_processed/sim_00192/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b35b2522adece802ba8ff09a45b0a2ba6c707b1
--- /dev/null
+++ b/final_data_processed/sim_00192/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 134.93654729,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.343298656719,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 5.9412954069e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 389.435734624,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00193/experiment_details.json b/final_data_processed/sim_00193/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae5419035308b1ef5d44e004a7261bf31895708d
--- /dev/null
+++ b/final_data_processed/sim_00193/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "342.992007776"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00012058527864117445,
+          "spot_radius": 6.02926393206e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "137.056736091",
+        "motion": {
+          "velocity": [
+            "0.84145784316",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 5.7330508500564145e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00193/frames.csv b/final_data_processed/sim_00193/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8ae558eae7fab8619ab6eef1583b7f3c664efa2
--- /dev/null
+++ b/final_data_processed/sim_00193/frames.csv
@@ -0,0 +1,359 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
+0,0,Initial Emptiness,frames/front/frame_00000.png,frames/side/frame_00000.png,frames/top/frame_00000.png
+1,316,Initial Emptiness,frames/front/frame_00001.png,frames/side/frame_00001.png,frames/top/frame_00001.png
+2,631,Initial Emptiness,frames/front/frame_00002.png,frames/side/frame_00002.png,frames/top/frame_00002.png
+3,946,Initial Emptiness,frames/front/frame_00003.png,frames/side/frame_00003.png,frames/top/frame_00003.png
+4,1262,Initial Emptiness,frames/front/frame_00004.png,frames/side/frame_00004.png,frames/top/frame_00004.png
+5,1577,Initial Emptiness,frames/front/frame_00005.png,frames/side/frame_00005.png,frames/top/frame_00005.png
+6,1892,Initial Emptiness,frames/front/frame_00006.png,frames/side/frame_00006.png,frames/top/frame_00006.png
+7,2208,Initial Emptiness,frames/front/frame_00007.png,frames/side/frame_00007.png,frames/top/frame_00007.png
+8,2523,Initial Emptiness,frames/front/frame_00008.png,frames/side/frame_00008.png,frames/top/frame_00008.png
+9,3154,Initial Emptiness,frames/front/frame_00009.png,frames/side/frame_00009.png,frames/top/frame_00009.png
+10,3469,Initial Emptiness,frames/front/frame_00010.png,frames/side/frame_00010.png,frames/top/frame_00010.png
+11,3784,Initial Emptiness,frames/front/frame_00011.png,frames/side/frame_00011.png,frames/top/frame_00011.png
+12,4099,Initial Emptiness,frames/front/frame_00012.png,frames/side/frame_00012.png,frames/top/frame_00012.png
+13,4415,Initial Emptiness,frames/front/frame_00013.png,frames/side/frame_00013.png,frames/top/frame_00013.png
+14,4730,Initial Emptiness,frames/front/frame_00014.png,frames/side/frame_00014.png,frames/top/frame_00014.png
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diff --git a/final_data_processed/sim_00193/labeling_provenance.json b/final_data_processed/sim_00193/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..783399fad0d21a4ee50ddf75f253e1aeef55f8eb
--- /dev/null
+++ b/final_data_processed/sim_00193/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 358,
+  "n_frames_auto_labeled": 358,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 282,
+  "n_initial_emptiness": 76,
+  "median_zmin_m": -4.255987e-05,
+  "keyhole_threshold_m": -6.383980499999999e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 25385,
+  "n_monitor_rows_valid": 90215,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:07:02.092795+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00193/metadata.json b/final_data_processed/sim_00193/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..43a38f8bdac5d1b5358839e4fe37bdbb62583ca3
--- /dev/null
+++ b/final_data_processed/sim_00193/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 193,
+  "original_folder_name": "P-137p056736091_VX-0p84145784316_LS-6p02926393206e-05_ST-342p992007776_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p73305085006e-06_H-ddeae69a6e",
+  "original_hash": "ddeae69a6e",
+  "material": "TI64",
+  "n_frames": 358,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00193/parameters.json b/final_data_processed/sim_00193/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..51af19935535ac49646ec64bc1ec6629fd539569
--- /dev/null
+++ b/final_data_processed/sim_00193/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 137.056736091,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.84145784316,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.02926393206e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 342.992007776,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00194/experiment_details.json b/final_data_processed/sim_00194/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3e4aa5b13676c61814c1a72949a4c62243ca6db
--- /dev/null
+++ b/final_data_processed/sim_00194/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "371.150203889"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00016525709492497303,
+          "spot_radius": 8.26285474625e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "139.185905374",
+        "motion": {
+          "velocity": [
+            "0.93275027917",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 5.171931556330145e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00194/frames.csv b/final_data_processed/sim_00194/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f10f855ee4eff06094979e5df65bc231f84fdf0e
--- /dev/null
+++ b/final_data_processed/sim_00194/frames.csv
@@ -0,0 +1,393 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00194/labeling_provenance.json b/final_data_processed/sim_00194/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e609884cd9f4bd5b0a2eecfc22514caee59ea7e
--- /dev/null
+++ b/final_data_processed/sim_00194/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 392,
+  "n_frames_auto_labeled": 392,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 290,
+  "n_initial_emptiness": 102,
+  "median_zmin_m": -3.456843e-05,
+  "keyhole_threshold_m": -5.1852645e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 30133,
+  "n_monitor_rows_valid": 85467,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:07:03.972833+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00194/metadata.json b/final_data_processed/sim_00194/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..63f36c080f7acc4191b463b3409758c85bb220ae
--- /dev/null
+++ b/final_data_processed/sim_00194/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 194,
+  "original_folder_name": "P-139p185905374_VX-0p93275027917_LS-8p26285474625e-05_ST-371p150203889_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p17193155633e-06_H-b789300819",
+  "original_hash": "b789300819",
+  "material": "TI64",
+  "n_frames": 392,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00194/parameters.json b/final_data_processed/sim_00194/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a835e07908f72f9d7c6789591f211e10432b751
--- /dev/null
+++ b/final_data_processed/sim_00194/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 139.185905374,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.93275027917,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.26285474625e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 371.150203889,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00195/experiment_details.json b/final_data_processed/sim_00195/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e253c144d4a0dba6579bee5a31eb58ad21ecc61
--- /dev/null
+++ b/final_data_processed/sim_00195/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "342.525649343"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00016399467564636285,
+          "spot_radius": 8.19973378232e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "140.314676599",
+        "motion": {
+          "velocity": [
+            "0.596196399995",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 8.09149569345862e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00195/frames.csv b/final_data_processed/sim_00195/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fca2ddff33bdf56ce9e19a18cc76d76bbf17d609
--- /dev/null
+++ b/final_data_processed/sim_00195/frames.csv
@@ -0,0 +1,258 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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+32,16023,Conduction,frames/front/frame_00032.png,frames/side/frame_00032.png,frames/top/frame_00032.png
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+234,106006,Conduction,frames/front/frame_00234.png,frames/side/frame_00234.png,frames/top/frame_00234.png
+235,106451,Conduction,frames/front/frame_00235.png,frames/side/frame_00235.png,frames/top/frame_00235.png
+236,106897,Conduction,frames/front/frame_00236.png,frames/side/frame_00236.png,frames/top/frame_00236.png
+237,107342,Conduction,frames/front/frame_00237.png,frames/side/frame_00237.png,frames/top/frame_00237.png
+238,107788,Conduction,frames/front/frame_00238.png,frames/side/frame_00238.png,frames/top/frame_00238.png
+239,108233,Conduction,frames/front/frame_00239.png,frames/side/frame_00239.png,frames/top/frame_00239.png
+240,108679,Conduction,frames/front/frame_00240.png,frames/side/frame_00240.png,frames/top/frame_00240.png
+241,109124,Conduction,frames/front/frame_00241.png,frames/side/frame_00241.png,frames/top/frame_00241.png
+242,109570,Conduction,frames/front/frame_00242.png,frames/side/frame_00242.png,frames/top/frame_00242.png
+243,110016,Conduction,frames/front/frame_00243.png,frames/side/frame_00243.png,frames/top/frame_00243.png
+244,110461,Conduction,frames/front/frame_00244.png,frames/side/frame_00244.png,frames/top/frame_00244.png
+245,110907,Conduction,frames/front/frame_00245.png,frames/side/frame_00245.png,frames/top/frame_00245.png
+246,111352,Conduction,frames/front/frame_00246.png,frames/side/frame_00246.png,frames/top/frame_00246.png
+247,111798,Conduction,frames/front/frame_00247.png,frames/side/frame_00247.png,frames/top/frame_00247.png
+248,112243,Conduction,frames/front/frame_00248.png,frames/side/frame_00248.png,frames/top/frame_00248.png
+249,112689,Conduction,frames/front/frame_00249.png,frames/side/frame_00249.png,frames/top/frame_00249.png
+250,113134,Conduction,frames/front/frame_00250.png,frames/side/frame_00250.png,frames/top/frame_00250.png
+251,113580,Conduction,frames/front/frame_00251.png,frames/side/frame_00251.png,frames/top/frame_00251.png
+252,114026,Conduction,frames/front/frame_00252.png,frames/side/frame_00252.png,frames/top/frame_00252.png
+253,114471,Conduction,frames/front/frame_00253.png,frames/side/frame_00253.png,frames/top/frame_00253.png
+254,114917,Conduction,frames/front/frame_00254.png,frames/side/frame_00254.png,frames/top/frame_00254.png
+255,115362,Conduction,frames/front/frame_00255.png,frames/side/frame_00255.png,frames/top/frame_00255.png
+256,115599,Conduction,frames/front/frame_00256.png,frames/side/frame_00256.png,frames/top/frame_00256.png
diff --git a/final_data_processed/sim_00195/labeling_provenance.json b/final_data_processed/sim_00195/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a711e51942cdf4ea8428a12073233103e08a5e6
--- /dev/null
+++ b/final_data_processed/sim_00195/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 257,
+  "n_frames_auto_labeled": 257,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 226,
+  "n_initial_emptiness": 31,
+  "median_zmin_m": -4.6577685e-05,
+  "keyhole_threshold_m": -6.98665275e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 15400,
+  "n_monitor_rows_valid": 100200,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:07:05.447157+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00195/metadata.json b/final_data_processed/sim_00195/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb569b72c422f9a4de5e19f403afe92828e7f8ec
--- /dev/null
+++ b/final_data_processed/sim_00195/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 195,
+  "original_folder_name": "P-140p314676599_VX-0p596196399995_LS-8p19973378232e-05_ST-342p525649343_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-8p09149569346e-06_H-95fb07b078",
+  "original_hash": "95fb07b078",
+  "material": "TI64",
+  "n_frames": 257,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00195/parameters.json b/final_data_processed/sim_00195/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb01e891a647f31bca42cebf10cdbf6920ad3bee
--- /dev/null
+++ b/final_data_processed/sim_00195/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 140.314676599,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.596196399995,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.19973378232e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 342.525649343,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00202/experiment_details.json b/final_data_processed/sim_00202/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..d09d0a9858877c83786b3552a25d05b21e8538a9
--- /dev/null
+++ b/final_data_processed/sim_00202/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "395.218711567"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00017126050370475484,
+          "spot_radius": 8.56302518524e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "162.201106716",
+        "motion": {
+          "velocity": [
+            "0.908426857038",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 5.310411692081094e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00202/frames.csv b/final_data_processed/sim_00202/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cb7baefba24c917b359c2ff3d4127b20eece04e
--- /dev/null
+++ b/final_data_processed/sim_00202/frames.csv
@@ -0,0 +1,391 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00202/labeling_provenance.json b/final_data_processed/sim_00202/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff4124f0691723cd3d631d0acb3b4c8500bc957f
--- /dev/null
+++ b/final_data_processed/sim_00202/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 390,
+  "n_frames_auto_labeled": 390,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 318,
+  "n_initial_emptiness": 72,
+  "median_zmin_m": -3.846783e-05,
+  "keyhole_threshold_m": -5.7701745e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 21198,
+  "n_monitor_rows_valid": 94402,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:07:16.411577+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00202/metadata.json b/final_data_processed/sim_00202/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4830c370b3a6fd4649bc22efb76dd752efe1152
--- /dev/null
+++ b/final_data_processed/sim_00202/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 202,
+  "original_folder_name": "P-162p201106716_VX-0p908426857038_LS-8p56302518524e-05_ST-395p218711567_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p31041169208e-06_H-b41981edcb",
+  "original_hash": "b41981edcb",
+  "material": "TI64",
+  "n_frames": 390,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00202/parameters.json b/final_data_processed/sim_00202/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a511a2ef88f322c877314c31f62102433512837
--- /dev/null
+++ b/final_data_processed/sim_00202/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 162.201106716,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.908426857038,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.56302518524e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 395.218711567,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00204/parameters.json b/final_data_processed/sim_00204/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d98495bcfe231401a5b6b6614277dbcc3f74248
--- /dev/null
+++ b/final_data_processed/sim_00204/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 171.793878697,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.802872637148,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.56304072004e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 389.149112673,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00205/experiment_details.json b/final_data_processed/sim_00205/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfbb0e87fb9e80e29de1a0ab47743795440cafa8
--- /dev/null
+++ b/final_data_processed/sim_00205/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "392.701744041"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00012795440633258114,
+          "spot_radius": 6.39772031663e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "178.179131994",
+        "motion": {
+          "velocity": [
+            "0.674364285322",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 7.153582578459981e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00205/frames.csv b/final_data_processed/sim_00205/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e275b19abf60834d739c2d7653fc46d996acbe9
--- /dev/null
+++ b/final_data_processed/sim_00205/frames.csv
@@ -0,0 +1,294 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00205/labeling_provenance.json b/final_data_processed/sim_00205/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..b890167e1cf4fcdf32d825e19fef2fd81bdeb8ad
--- /dev/null
+++ b/final_data_processed/sim_00205/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 293,
+  "n_frames_auto_labeled": 293,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 260,
+  "n_initial_emptiness": 33,
+  "median_zmin_m": -5.8276320000000004e-05,
+  "keyhole_threshold_m": -8.741448e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 13400,
+  "n_monitor_rows_valid": 102200,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:07:21.255984+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00205/metadata.json b/final_data_processed/sim_00205/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c68974c7d741b105a87ce24b5d8226ee034fe189
--- /dev/null
+++ b/final_data_processed/sim_00205/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 205,
+  "original_folder_name": "P-178p179131994_VX-0p674364285322_LS-6p39772031663e-05_ST-392p701744041_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-7p15358257846e-06_H-b41981edcb",
+  "original_hash": "b41981edcb",
+  "material": "TI64",
+  "n_frames": 293,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00205/parameters.json b/final_data_processed/sim_00205/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..a494447dbaee349cea62812fcf4ab7ea538a3fc2
--- /dev/null
+++ b/final_data_processed/sim_00205/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 178.179131994,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.674364285322,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.39772031663e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 392.701744041,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00232/experiment_details.json b/final_data_processed/sim_00232/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a6de65a9cb8e1b2c15ceb559ccece111dadd0d2
--- /dev/null
+++ b/final_data_processed/sim_00232/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "311.768373355"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 9.759028989599945e-05,
+          "spot_radius": 4.8795144948e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "246.298220115",
+        "motion": {
+          "velocity": [
+            "0.718479932945",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 6.71434285330884e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
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+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00232/frames.csv b/final_data_processed/sim_00232/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..edf4d45d350eca54c1a306b8180e64e0e4f23cd4
--- /dev/null
+++ b/final_data_processed/sim_00232/frames.csv
@@ -0,0 +1,315 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00232/labeling_provenance.json b/final_data_processed/sim_00232/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..89a5d26e2e9c4084b07cf02cab0551fa071c68e0
--- /dev/null
+++ b/final_data_processed/sim_00232/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 314,
+  "n_frames_auto_labeled": 314,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 279,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -7.413805e-05,
+  "keyhole_threshold_m": -0.000111207075,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 12666,
+  "n_monitor_rows_valid": 102934,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:08:03.035900+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00232/metadata.json b/final_data_processed/sim_00232/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..69c460bb6c937c33fb28bfad59421e5a586f2b90
--- /dev/null
+++ b/final_data_processed/sim_00232/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 232,
+  "original_folder_name": "P-246p298220115_VX-0p718479932945_LS-4p8795144948e-05_ST-311p768373355_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p71434285331e-06_H-0b12abf205",
+  "original_hash": "0b12abf205",
+  "material": "TI64",
+  "n_frames": 314,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00232/parameters.json b/final_data_processed/sim_00232/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..5448df589c0fafa50058e7889b7164306d2202d1
--- /dev/null
+++ b/final_data_processed/sim_00232/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 246.298220115,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.718479932945,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 4.8795144948e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 311.768373355,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00233/experiment_details.json b/final_data_processed/sim_00233/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..77dec19b6cbbc27592db59f165b1a2dc35d8d456
--- /dev/null
+++ b/final_data_processed/sim_00233/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "321.903093968"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00017058891383126413,
+          "spot_radius": 8.52944569156e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "246.882256304",
+        "motion": {
+          "velocity": [
+            "0.912145169038",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 5.288764076997597e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00233/frames.csv b/final_data_processed/sim_00233/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16316bfee3f9b3a51c152c08abb086c7b1b349ce
--- /dev/null
+++ b/final_data_processed/sim_00233/frames.csv
@@ -0,0 +1,395 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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+357,105387,Conduction,frames/front/frame_00357.png,frames/side/frame_00357.png,frames/top/frame_00357.png
+358,105678,Conduction,frames/front/frame_00358.png,frames/side/frame_00358.png,frames/top/frame_00358.png
+359,105969,Conduction,frames/front/frame_00359.png,frames/side/frame_00359.png,frames/top/frame_00359.png
+360,106260,Conduction,frames/front/frame_00360.png,frames/side/frame_00360.png,frames/top/frame_00360.png
+361,106551,Conduction,frames/front/frame_00361.png,frames/side/frame_00361.png,frames/top/frame_00361.png
+362,106843,Conduction,frames/front/frame_00362.png,frames/side/frame_00362.png,frames/top/frame_00362.png
+363,107134,Conduction,frames/front/frame_00363.png,frames/side/frame_00363.png,frames/top/frame_00363.png
+364,107425,Conduction,frames/front/frame_00364.png,frames/side/frame_00364.png,frames/top/frame_00364.png
+365,107716,Conduction,frames/front/frame_00365.png,frames/side/frame_00365.png,frames/top/frame_00365.png
+366,108008,Conduction,frames/front/frame_00366.png,frames/side/frame_00366.png,frames/top/frame_00366.png
+367,108299,Conduction,frames/front/frame_00367.png,frames/side/frame_00367.png,frames/top/frame_00367.png
+368,108590,Conduction,frames/front/frame_00368.png,frames/side/frame_00368.png,frames/top/frame_00368.png
+369,108881,Conduction,frames/front/frame_00369.png,frames/side/frame_00369.png,frames/top/frame_00369.png
+370,109172,Conduction,frames/front/frame_00370.png,frames/side/frame_00370.png,frames/top/frame_00370.png
+371,109464,Conduction,frames/front/frame_00371.png,frames/side/frame_00371.png,frames/top/frame_00371.png
+372,109755,Conduction,frames/front/frame_00372.png,frames/side/frame_00372.png,frames/top/frame_00372.png
+373,110046,Conduction,frames/front/frame_00373.png,frames/side/frame_00373.png,frames/top/frame_00373.png
+374,110337,Conduction,frames/front/frame_00374.png,frames/side/frame_00374.png,frames/top/frame_00374.png
+375,110629,Conduction,frames/front/frame_00375.png,frames/side/frame_00375.png,frames/top/frame_00375.png
+376,110920,Conduction,frames/front/frame_00376.png,frames/side/frame_00376.png,frames/top/frame_00376.png
+377,111211,Conduction,frames/front/frame_00377.png,frames/side/frame_00377.png,frames/top/frame_00377.png
+378,111502,Conduction,frames/front/frame_00378.png,frames/side/frame_00378.png,frames/top/frame_00378.png
+379,111793,Conduction,frames/front/frame_00379.png,frames/side/frame_00379.png,frames/top/frame_00379.png
+380,112085,Conduction,frames/front/frame_00380.png,frames/side/frame_00380.png,frames/top/frame_00380.png
+381,112376,Conduction,frames/front/frame_00381.png,frames/side/frame_00381.png,frames/top/frame_00381.png
+382,112667,Conduction,frames/front/frame_00382.png,frames/side/frame_00382.png,frames/top/frame_00382.png
+383,112958,Conduction,frames/front/frame_00383.png,frames/side/frame_00383.png,frames/top/frame_00383.png
+384,113249,Conduction,frames/front/frame_00384.png,frames/side/frame_00384.png,frames/top/frame_00384.png
+385,113541,Conduction,frames/front/frame_00385.png,frames/side/frame_00385.png,frames/top/frame_00385.png
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+387,114123,Conduction,frames/front/frame_00387.png,frames/side/frame_00387.png,frames/top/frame_00387.png
+388,114414,Conduction,frames/front/frame_00388.png,frames/side/frame_00388.png,frames/top/frame_00388.png
+389,114706,Conduction,frames/front/frame_00389.png,frames/side/frame_00389.png,frames/top/frame_00389.png
+390,114997,Conduction,frames/front/frame_00390.png,frames/side/frame_00390.png,frames/top/frame_00390.png
+391,115288,Conduction,frames/front/frame_00391.png,frames/side/frame_00391.png,frames/top/frame_00391.png
+392,115579,Conduction,frames/front/frame_00392.png,frames/side/frame_00392.png,frames/top/frame_00392.png
+393,115599,Conduction,frames/front/frame_00393.png,frames/side/frame_00393.png,frames/top/frame_00393.png
diff --git a/final_data_processed/sim_00233/labeling_provenance.json b/final_data_processed/sim_00233/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0ebfcc3735fc730afecc19647f02049b919c758
--- /dev/null
+++ b/final_data_processed/sim_00233/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 394,
+  "n_frames_auto_labeled": 394,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 363,
+  "n_initial_emptiness": 31,
+  "median_zmin_m": -4.683645e-05,
+  "keyhole_threshold_m": -7.0254675e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 9325,
+  "n_monitor_rows_valid": 106275,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:08:05.073090+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00233/metadata.json b/final_data_processed/sim_00233/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcdb843d2c05df8539a8d94d5fb853a6c5cb5d8b
--- /dev/null
+++ b/final_data_processed/sim_00233/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 233,
+  "original_folder_name": "P-246p882256304_VX-0p912145169038_LS-8p52944569156e-05_ST-321p903093968_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-5p288764077e-06_H-0b12abf205",
+  "original_hash": "0b12abf205",
+  "material": "TI64",
+  "n_frames": 394,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00233/parameters.json b/final_data_processed/sim_00233/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3489ee7e5f965c38ef4892f4807ebc02aed471a
--- /dev/null
+++ b/final_data_processed/sim_00233/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 246.882256304,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.912145169038,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 8.52944569156e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 321.903093968,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00234/experiment_details.json b/final_data_processed/sim_00234/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3b16fcda4add2b4d464a2100c3aee036f42f6e7
--- /dev/null
+++ b/final_data_processed/sim_00234/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "393.159111444"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00012810418264595314,
+          "spot_radius": 6.4052091323e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "76.6986127633",
+        "motion": {
+          "velocity": [
+            "0.686212461643",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 7.030068488503798e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00234/frames.csv b/final_data_processed/sim_00234/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95e2efa5ad30ab8a2d3ab6a25dc74d7b1f64d089
--- /dev/null
+++ b/final_data_processed/sim_00234/frames.csv
@@ -0,0 +1,294 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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+261,102548,Conduction,frames/front/frame_00261.png,frames/side/frame_00261.png,frames/top/frame_00261.png
+262,102935,Conduction,frames/front/frame_00262.png,frames/side/frame_00262.png,frames/top/frame_00262.png
+263,103322,Conduction,frames/front/frame_00263.png,frames/side/frame_00263.png,frames/top/frame_00263.png
+264,103709,Conduction,frames/front/frame_00264.png,frames/side/frame_00264.png,frames/top/frame_00264.png
+265,104096,Conduction,frames/front/frame_00265.png,frames/side/frame_00265.png,frames/top/frame_00265.png
+266,104483,Conduction,frames/front/frame_00266.png,frames/side/frame_00266.png,frames/top/frame_00266.png
+267,104870,Conduction,frames/front/frame_00267.png,frames/side/frame_00267.png,frames/top/frame_00267.png
+268,105257,Conduction,frames/front/frame_00268.png,frames/side/frame_00268.png,frames/top/frame_00268.png
+269,105644,Conduction,frames/front/frame_00269.png,frames/side/frame_00269.png,frames/top/frame_00269.png
+270,106032,Conduction,frames/front/frame_00270.png,frames/side/frame_00270.png,frames/top/frame_00270.png
+271,106419,Conduction,frames/front/frame_00271.png,frames/side/frame_00271.png,frames/top/frame_00271.png
+272,106806,Conduction,frames/front/frame_00272.png,frames/side/frame_00272.png,frames/top/frame_00272.png
+273,107193,Conduction,frames/front/frame_00273.png,frames/side/frame_00273.png,frames/top/frame_00273.png
+274,107967,Conduction,frames/front/frame_00274.png,frames/side/frame_00274.png,frames/top/frame_00274.png
+275,108354,Conduction,frames/front/frame_00275.png,frames/side/frame_00275.png,frames/top/frame_00275.png
+276,108741,Conduction,frames/front/frame_00276.png,frames/side/frame_00276.png,frames/top/frame_00276.png
+277,109128,Conduction,frames/front/frame_00277.png,frames/side/frame_00277.png,frames/top/frame_00277.png
+278,109516,Conduction,frames/front/frame_00278.png,frames/side/frame_00278.png,frames/top/frame_00278.png
+279,109903,Conduction,frames/front/frame_00279.png,frames/side/frame_00279.png,frames/top/frame_00279.png
+280,110290,Conduction,frames/front/frame_00280.png,frames/side/frame_00280.png,frames/top/frame_00280.png
+281,111064,Conduction,frames/front/frame_00281.png,frames/side/frame_00281.png,frames/top/frame_00281.png
+282,111838,Conduction,frames/front/frame_00282.png,frames/side/frame_00282.png,frames/top/frame_00282.png
+283,112225,Conduction,frames/front/frame_00283.png,frames/side/frame_00283.png,frames/top/frame_00283.png
+284,112612,Conduction,frames/front/frame_00284.png,frames/side/frame_00284.png,frames/top/frame_00284.png
+285,112999,Conduction,frames/front/frame_00285.png,frames/side/frame_00285.png,frames/top/frame_00285.png
+286,113387,Conduction,frames/front/frame_00286.png,frames/side/frame_00286.png,frames/top/frame_00286.png
+287,113774,Conduction,frames/front/frame_00287.png,frames/side/frame_00287.png,frames/top/frame_00287.png
+288,114161,Conduction,frames/front/frame_00288.png,frames/side/frame_00288.png,frames/top/frame_00288.png
+289,114548,Conduction,frames/front/frame_00289.png,frames/side/frame_00289.png,frames/top/frame_00289.png
+290,114935,Conduction,frames/front/frame_00290.png,frames/side/frame_00290.png,frames/top/frame_00290.png
+291,115322,Conduction,frames/front/frame_00291.png,frames/side/frame_00291.png,frames/top/frame_00291.png
+292,115599,Conduction,frames/front/frame_00292.png,frames/side/frame_00292.png,frames/top/frame_00292.png
diff --git a/final_data_processed/sim_00234/labeling_provenance.json b/final_data_processed/sim_00234/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1349d83c664f9e6b90627f1a2c8fdc71fa6701f
--- /dev/null
+++ b/final_data_processed/sim_00234/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 293,
+  "n_frames_auto_labeled": 293,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 258,
+  "n_initial_emptiness": 35,
+  "median_zmin_m": -2.6705205e-05,
+  "keyhole_threshold_m": -4.00578075e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 14722,
+  "n_monitor_rows_valid": 100878,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:08:06.765220+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00234/metadata.json b/final_data_processed/sim_00234/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ddd12f79df443ee021674c3240cbb1ffbe140f4
--- /dev/null
+++ b/final_data_processed/sim_00234/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 234,
+  "original_folder_name": "P-76p6986127633_VX-0p686212461643_LS-6p4052091323e-05_ST-393p159111444_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-7p0300684885e-06_H-b41981edcb",
+  "original_hash": "b41981edcb",
+  "material": "TI64",
+  "n_frames": 293,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00234/parameters.json b/final_data_processed/sim_00234/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fc6fe0ea7c368ac9411e626ceb5b4a003562c1d
--- /dev/null
+++ b/final_data_processed/sim_00234/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 76.6986127633,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.686212461643,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 6.4052091323e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 393.159111444,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00235/experiment_details.json b/final_data_processed/sim_00235/experiment_details.json
new file mode 100644
index 0000000000000000000000000000000000000000..2dda178957ae2fd7545844bb25cc2243c3f77cc1
--- /dev/null
+++ b/final_data_processed/sim_00235/experiment_details.json
@@ -0,0 +1,225 @@
+{
+  "domain":   {
+    "dimensions": 3,
+    "domain_min": [
+      -0.000212,
+      -0.000212,
+      -0.000312
+    ],
+    "domain_max": [
+      0.001212,
+      0.000212,
+      0.000112
+    ],
+    "gravity": {
+      "acceleration": [
+        0.0,
+        0.0,
+        -9.81
+      ],
+      "damping_time": 0.0
+    },
+    "ambient_pressure": 101325.0,
+    "ambient_temperature": 300.0
+  },
+  "reference_values":   {
+    "length": 8e-05,
+    "velocity": 5.0
+  },
+  "sph":   {
+    "particle_spacing": 4e-06
+  },
+  "phases":   {
+    "substrate": {
+      "type": "solid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "temperature": "395.823418581"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "melt": {
+      "type": "liquid",
+      "material": "TI64",
+      "initial_conditions": {
+        "density": "4400.0",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "gas": {
+      "type": "gas",
+      "material": "REAL_AR",
+      "initial_conditions": {
+        "density": "1.6116",
+        "velocity": [
+          "0.0",
+          "0.0",
+          "0.0"
+        ],
+        "temperature": "300.0"
+      },
+      "eos": {
+        "speed_of_sound": 50.0
+      }
+    },
+    "isothermal_walls": {
+      "type": "wall",
+      "thermal_boundary_condition": {
+        "type": "temperature",
+        "value": 300.0
+      }
+    }
+  },
+  "phase_interfaces":   {
+    "melt_gas_interface": {
+      "phases": [
+        "melt",
+        "gas"
+      ],
+      "model": "TI64_AIR"
+    }
+  },
+  "phase_changes":   {
+    "melt_substrate_phase_change": [
+      "melt",
+      "substrate"
+    ]
+  },
+  "lasers":   {
+    "single_gaussian_laser": {
+      "physics": {
+        "shape": {
+          "cutoff_radius": 0.00014484576788876137,
+          "spot_radius": 7.24228839444e-05,
+          "center": [
+            0.0,
+            0.0,
+            5e-05
+          ],
+          "direction": [
+            0.0,
+            0.0,
+            -1.0
+          ]
+        },
+        "absorptance": 0.2,
+        "power_magnitude_expression": "78.6311637963",
+        "motion": {
+          "velocity": [
+            "0.75889512334",
+            "0.0",
+            "0.0"
+          ],
+          "center": [
+            0.0,
+            0.0,
+            0.0
+          ],
+          "axis": [
+            0.0,
+            0.0,
+            1.0
+          ],
+          "angular_frequency": "0.0"
+        }
+      },
+      "numerics": {
+        "number_of_rays": 50000,
+        "ray_domain": {
+          "min": [
+            -0.000212,
+            -0.000212,
+            -0.000312
+          ],
+          "max": [
+            0.001212,
+            0.000212,
+            0.000112
+          ]
+        }
+      }
+    }
+  },
+  "sim_control":   {
+    "tend": 0.0021,
+    "dt_output": 6.356768484403312e-06,
+    "output_type": "vtk",
+    "freq_monitor_state": 1,
+    "freq_log_output": 1,
+    "freq_checkpoint": 5000
+  },
+  "rendering":   {
+    "domain": {
+      "min": [
+        -0.00016,
+        -0.00016,
+        -0.000296
+      ],
+      "max": [
+        0.00116,
+        0.00016,
+        9.6e-05
+      ]
+    },
+    "resolution": [
+      512,
+      256,
+      256
+    ]
+  },
+  "geometry": {
+    "input_bodies": {
+      "frame":       {
+        "phase": "isothermal_walls",
+        "width": 1.2e-05,
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      },
+      "box":       {
+        "phase": "substrate",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          -0.0003
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0
+        ]
+      },
+      "box":       {
+        "phase": "gas",
+        "min_point": [
+          0.0002,
+          -0.0002,
+          0.0
+        ],
+        "max_point": [
+          0.0014,
+          0.0002,
+          0.0001
+        ]
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00235/frames.csv b/final_data_processed/sim_00235/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0385ccdf77ce7f7743894c4cd265e12e3aa6cb3
--- /dev/null
+++ b/final_data_processed/sim_00235/frames.csv
@@ -0,0 +1,329 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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diff --git a/final_data_processed/sim_00235/labeling_provenance.json b/final_data_processed/sim_00235/labeling_provenance.json
new file mode 100644
index 0000000000000000000000000000000000000000..179286f8bb2a3f99fa3abd98fb9c721cbd9e5533
--- /dev/null
+++ b/final_data_processed/sim_00235/labeling_provenance.json
@@ -0,0 +1,19 @@
+{
+  "method": "automatic",
+  "automatic_method": "per-experiment-median-zmin, threshold = 1.5x median",
+  "n_frames_total": 328,
+  "n_frames_auto_labeled": 328,
+  "n_frames_unmapped": 0,
+  "n_frames_human_verified": 0,
+  "n_keyhole": 0,
+  "n_conduction": 252,
+  "n_initial_emptiness": 76,
+  "median_zmin_m": -2.278395e-05,
+  "keyhole_threshold_m": -3.4175925e-05,
+  "n_monitor_rows_total": 115600,
+  "n_monitor_rows_ie": 26981,
+  "n_monitor_rows_valid": 88619,
+  "labeler_id": null,
+  "labeled_at": "2026-05-06T21:08:08.664212+00:00",
+  "tool_version": "refactor+label v0.2"
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00235/metadata.json b/final_data_processed/sim_00235/metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b788e59fc87f1fd38ed1cc97d2c35a5d7d4bad43
--- /dev/null
+++ b/final_data_processed/sim_00235/metadata.json
@@ -0,0 +1,8 @@
+{
+  "sim_id": 235,
+  "original_folder_name": "P-78p6311637963_VX-0p75889512334_LS-7p24228839444e-05_ST-395p823418581_M-TI64_XI-0p0002_XF-0p0014_XL-0p0012_TE-0p0021_DT-6p3567684844e-06_H-9aaaba6a78",
+  "original_hash": "9aaaba6a78",
+  "material": "TI64",
+  "n_frames": 328,
+  "n_skipped_incomplete": 0
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00235/parameters.json b/final_data_processed/sim_00235/parameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..3573c528cd3cd033c52c235d8f455628e031bb28
--- /dev/null
+++ b/final_data_processed/sim_00235/parameters.json
@@ -0,0 +1,18 @@
+{
+  "laser_power": {
+    "value": 78.6311637963,
+    "unit": "W"
+  },
+  "scan_speed_x": {
+    "value": 0.75889512334,
+    "unit": "m/s"
+  },
+  "laser_spot_size": {
+    "value": 7.24228839444e-05,
+    "unit": "m"
+  },
+  "substrate_temperature": {
+    "value": 395.823418581,
+    "unit": "K"
+  }
+}
\ No newline at end of file
diff --git a/final_data_processed/sim_00242/frames.csv b/final_data_processed/sim_00242/frames.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1e90cc0e042e04db2adb4036d321fcedc1440786
--- /dev/null
+++ b/final_data_processed/sim_00242/frames.csv
@@ -0,0 +1,392 @@
+frame_idx,timestep,label,front_filename,side_filename,top_filename
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