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README.md

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+---
+pretty_name: Neon Slab Datasets
+tags:
+  - photonics
+  - electromagnetics
+  - surrogate-model
+  - scientific-computing
+task_categories:
+  - tabular-regression
+size_categories:
+  - n<1K
+---
+
+# Neon Slab Datasets
+
+Two related dataset releases from the Neon scalar dielectric slab benchmark.
+
+## Contents
+
+### `raw_scalar/`
+
+The larger scalar slab dataset used for tabular surrogate experiments.
+
+- `in_domain/`: main slab-family dataset with `dataset.csv`, `designs.csv`, `dataset_metadata.json`, generated configs, and reference cases
+- `ood_probe/`: saved out-of-domain probe built from the same scalar slab family
+
+These targets include the legacy proxy-normalized outputs and the benchmark-facing slab-normalized outputs recorded in the metadata.
+
+### `benchmark_hybrid/`
+
+The compact benchmark-facing dataset that matches the released Neon model.
+
+- `in_domain/`: `hybrid_dataset.npz`, `samples.csv`, and `dataset_metadata.json`
+- `ood_probe/`: benchmark-facing OOD probe in the same reduced centerline format
+
+This is the right dataset family to use with the model at [Herrprofessor/Neon](https://huggingface.co/Herrprofessor/Neon).
+
+## Scientific Scope
+
+All files here come from the Neon scalar 2D frequency-domain Helmholtz benchmark for a rectangular dielectric slab at normal incidence in vacuum. These are benchmark-specific scalar data products, not general photonics datasets.
+
+## Important Limits
+
+- The scalar outputs are benchmark-facing only for the current lossless normal-incidence slab family.
+- The hybrid data use a reduced centerline field representation and a 1D residual proxy, not the full 2D field.
+- The OOD folders are degradation probes, not a claim of reliable extrapolation.
+
+## Repository Layout
+
+```text
+Neon-Slab-Datasets/
+├── README.md
+├── raw_scalar/
+│   ├── in_domain/
+│   └── ood_probe/
+└── benchmark_hybrid/
+    ├── in_domain/
+    └── ood_probe/
+```

raw_scalar/in_domain/dataset.csv

@@ -0,0 +1,109 @@
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raw_scalar/in_domain/dataset_metadata.json

@@ -0,0 +1,100 @@
+{
+  "dataset_name": "slab_surrogate_demo",
+  "family": "dielectric_slab_family",
+  "description": "Parameterized dielectric slab family generated with the Neon scalar Helmholtz solver. Targets are normalized scalar summaries, not rigorous full-wave observables.",
+  "base_case_config": "examples/configs/case_b_dielectric_slab.json",
+  "output_directory": "output/ai/slab_family_dataset",
+  "feature_columns": [
+    "thickness",
+    "epsilon_real",
+    "wavelength"
+  ],
+  "target_columns": [
+    "normalized_transmission",
+    "normalized_reflection",
+    "normalized_peak_intensity"
+  ],
+  "legacy_target_columns": [
+    "normalized_transmission",
+    "normalized_reflection",
+    "normalized_peak_intensity"
+  ],
+  "benchmark_target_columns": [
+    "benchmark_normalized_transmission",
+    "benchmark_normalized_reflection",
+    "normalized_peak_intensity"
+  ],
+  "available_target_sets": {
+    "legacy_proxy_targets": {
+      "columns": [
+        "normalized_transmission",
+        "normalized_reflection",
+        "normalized_peak_intensity"
+      ],
+      "note": "Legacy slab targets built from monitor proxies normalized by a homogeneous reference. These remain useful for continuity with earlier Neon experiments."
+    },
+    "benchmark_scalar_targets": {
+      "columns": [
+        "benchmark_normalized_transmission",
+        "benchmark_normalized_reflection",
+        "normalized_peak_intensity"
+      ],
+      "note": "Benchmark-facing slab targets that closure-normalize the coupled transmission and reflection proxy pair. This is only intended for the current lossless scalar normal-incidence slab benchmark."
+    }
+  },
+  "parameter_domain": {
+    "thickness": {
+      "min": 0.12,
+      "max": 0.46
+    },
+    "epsilon_real": {
+      "min": 1.4,
+      "max": 4.0
+    },
+    "epsilon_imag": 0.0,
+    "wavelength": {
+      "min": 0.72,
+      "max": 0.92,
+      "values": [
+        0.72,
+        0.76,
+        0.8,
+        0.84,
+        0.88,
+        0.92
+      ]
+    }
+  },
+  "num_designs": 18,
+  "num_samples": 108,
+  "split_design_counts": {
+    "train": 12,
+    "val": 3,
+    "test": 3
+  },
+  "split_sample_counts": {
+    "train": 72,
+    "val": 18,
+    "test": 18
+  },
+  "seed": 7,
+  "reference_definition": "Each sample is normalized by a homogeneous reference case at the same wavelength.",
+  "benchmark_normalization": {
+    "columns": {
+      "transmission": "benchmark_normalized_transmission",
+      "reflection": "benchmark_normalized_reflection"
+    },
+    "method": "Closure-normalized partition of the slab run's coupled transmission and reflection monitor proxies. This is benchmark-facing only and is intended for the current lossless scalar normal-incidence slab family.",
+    "limitations": [
+      "This is not a rigorous full-vector power normalization.",
+      "This should not be treated as a general flux normalization for arbitrary geometries.",
+      "This assumes the current slab benchmark remains lossless and normal-incidence."
+    ]
+  },
+  "limitations": [
+    "Dataset generated with the Neon scalar Helmholtz solver only.",
+    "Targets are monitor-based proxies and normalized intensity summaries.",
+    "Benchmark-facing slab coefficients are closure-normalized scalar benchmark quantities only.",
+    "The current surrogate domain is limited to the parameter ranges recorded here."
+  ]
+}

raw_scalar/in_domain/designs.csv

@@ -0,0 +1,19 @@
+design_id,split,thickness,epsilon_real,epsilon_imag
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+design_0001,train,0.4250526923296557,3.9712963839729007,0.0
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+design_0016,train,0.45847009636769354,3.199283514292782,0.0
+design_0017,train,0.38950505253267603,1.9215774823661875,0.0

raw_scalar/in_domain/reference_cases.csv

@@ -0,0 +1,7 @@
+wavelength,summary_path,transmission_proxy,reflection_proxy,max_intensity
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raw_scalar/ood_probe/dataset.csv

@@ -0,0 +1,13 @@
+design_id,split,thickness,epsilon_real,epsilon_imag,wavelength,transmission_proxy,reflection_proxy,max_intensity,reference_transmission_proxy,reference_reflection_proxy,reference_max_intensity,normalized_transmission,normalized_reflection,benchmark_proxy_total,benchmark_normalized_transmission,benchmark_normalized_reflection,normalized_peak_intensity,slab_summary_path,reference_summary_path
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raw_scalar/ood_probe/dataset_metadata.json

@@ -0,0 +1,96 @@
+{
+  "dataset_name": "slab_surrogate_ood_probe",
+  "family": "dielectric_slab_family",
+  "description": "Parameterized dielectric slab family generated with the Neon scalar Helmholtz solver. Targets are normalized scalar summaries, not rigorous full-wave observables.",
+  "base_case_config": "examples/configs/case_b_dielectric_slab.json",
+  "output_directory": "output/ai/slab_family_dataset_ood",
+  "feature_columns": [
+    "thickness",
+    "epsilon_real",
+    "wavelength"
+  ],
+  "target_columns": [
+    "normalized_transmission",
+    "normalized_reflection",
+    "normalized_peak_intensity"
+  ],
+  "legacy_target_columns": [
+    "normalized_transmission",
+    "normalized_reflection",
+    "normalized_peak_intensity"
+  ],
+  "benchmark_target_columns": [
+    "benchmark_normalized_transmission",
+    "benchmark_normalized_reflection",
+    "normalized_peak_intensity"
+  ],
+  "available_target_sets": {
+    "legacy_proxy_targets": {
+      "columns": [
+        "normalized_transmission",
+        "normalized_reflection",
+        "normalized_peak_intensity"
+      ],
+      "note": "Legacy slab targets built from monitor proxies normalized by a homogeneous reference. These remain useful for continuity with earlier Neon experiments."
+    },
+    "benchmark_scalar_targets": {
+      "columns": [
+        "benchmark_normalized_transmission",
+        "benchmark_normalized_reflection",
+        "normalized_peak_intensity"
+      ],
+      "note": "Benchmark-facing slab targets that closure-normalize the coupled transmission and reflection proxy pair. This is only intended for the current lossless scalar normal-incidence slab benchmark."
+    }
+  },
+  "parameter_domain": {
+    "thickness": {
+      "min": 0.48,
+      "max": 0.58
+    },
+    "epsilon_real": {
+      "min": 4.1,
+      "max": 4.8
+    },
+    "epsilon_imag": 0.0,
+    "wavelength": {
+      "min": 0.68,
+      "max": 0.96,
+      "values": [
+        0.68,
+        0.96
+      ]
+    }
+  },
+  "num_designs": 6,
+  "num_samples": 12,
+  "split_design_counts": {
+    "train": 0,
+    "val": 0,
+    "test": 6
+  },
+  "split_sample_counts": {
+    "train": 0,
+    "val": 0,
+    "test": 12
+  },
+  "seed": 17,
+  "reference_definition": "Each sample is normalized by a homogeneous reference case at the same wavelength.",
+  "benchmark_normalization": {
+    "columns": {
+      "transmission": "benchmark_normalized_transmission",
+      "reflection": "benchmark_normalized_reflection"
+    },
+    "method": "Closure-normalized partition of the slab run's coupled transmission and reflection monitor proxies. This is benchmark-facing only and is intended for the current lossless scalar normal-incidence slab family.",
+    "limitations": [
+      "This is not a rigorous full-vector power normalization.",
+      "This should not be treated as a general flux normalization for arbitrary geometries.",
+      "This assumes the current slab benchmark remains lossless and normal-incidence."
+    ]
+  },
+  "limitations": [
+    "Dataset generated with the Neon scalar Helmholtz solver only.",
+    "Targets are monitor-based proxies and normalized intensity summaries.",
+    "Benchmark-facing slab coefficients are closure-normalized scalar benchmark quantities only.",
+    "The current surrogate domain is limited to the parameter ranges recorded here."
+  ]
+}

raw_scalar/ood_probe/designs.csv

@@ -0,0 +1,7 @@
+design_id,split,thickness,epsilon_real,epsilon_imag
+design_0000,test,0.5645074792797902,4.399715149365526,0.0
+design_0001,test,0.4960973091169107,4.527940175949286,0.0
+design_0002,test,0.5357744547365692,4.6154701093593005,0.0
+design_0003,test,0.5168079941664271,4.1107027596176975,0.0
+design_0004,test,0.5014941963561769,4.277828639654847,0.0
+design_0005,test,0.5185824037589198,4.522902098194751,0.0

raw_scalar/ood_probe/generated_configs/design_0000_lambda_0_680000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0000_lambda_0_680000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0000/lambda_0_680000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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+    "ny": 81,
+    "dx": 0.01,
+    "dy": 0.01
+  },
+  "physics": {
+    "wavelength": 0.68,
+    "background_permittivity": 1.0,
+    "absorbing_layer": {
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+      "mode": "pml",
+      "sponge": {
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+        "strength": 3.0,
+        "polynomial_order": 2
+      },
+      "pml": {
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+        "max_stretch": 2.2,
+        "polynomial_order": 3
+      }
+    }
+  },
+  "structures": [
+    {
+      "type": "rectangle",
+      "name": "slab",
+      "center": [
+        0.95,
+        0.4
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+      "size": [
+        0.5645074792797902,
+        0.44
+      ],
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+    "amplitude": 3.0,
+    "x_index": 10,
+    "y_min_index": 18,
+    "y_max_index": 62,
+    "incident_angle_deg": 0.0,
+    "phase_origin_x": 0.0,
+    "phase_origin_y": 0.4
+  },
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+    "left_x_index": 32,
+    "right_x_index": 148,
+    "y_min_index": 18,
+    "y_max_index": 62
+  },
+  "solver": {
+    "type": "sparse_lu"
+  },
+  "sweep": {
+    "enabled": false,
+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0000_lambda_0_960000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0000_lambda_0_960000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0000/lambda_0_960000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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+    "ny": 81,
+    "dx": 0.01,
+    "dy": 0.01
+  },
+  "physics": {
+    "wavelength": 0.96,
+    "background_permittivity": 1.0,
+    "absorbing_layer": {
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+      "mode": "pml",
+      "sponge": {
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+        "strength": 3.0,
+        "polynomial_order": 2
+      },
+      "pml": {
+        "cells": 16,
+        "max_stretch": 2.2,
+        "polynomial_order": 3
+      }
+    }
+  },
+  "structures": [
+    {
+      "type": "rectangle",
+      "name": "slab",
+      "center": [
+        0.95,
+        0.4
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+      "size": [
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+        0.44
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+        "imag": 0.0
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+    }
+  ],
+  "source": {
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+    "amplitude": 3.0,
+    "x_index": 10,
+    "y_min_index": 18,
+    "y_max_index": 62,
+    "incident_angle_deg": 0.0,
+    "phase_origin_x": 0.0,
+    "phase_origin_y": 0.4
+  },
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+    "left_x_index": 32,
+    "right_x_index": 148,
+    "y_min_index": 18,
+    "y_max_index": 62
+  },
+  "solver": {
+    "type": "sparse_lu"
+  },
+  "sweep": {
+    "enabled": false,
+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0001_lambda_0_680000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0001_lambda_0_680000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0001/lambda_0_680000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
+    "nx": 181,
+    "ny": 81,
+    "dx": 0.01,
+    "dy": 0.01
+  },
+  "physics": {
+    "wavelength": 0.68,
+    "background_permittivity": 1.0,
+    "absorbing_layer": {
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+      "mode": "pml",
+      "sponge": {
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+        "strength": 3.0,
+        "polynomial_order": 2
+      },
+      "pml": {
+        "cells": 16,
+        "max_stretch": 2.2,
+        "polynomial_order": 3
+      }
+    }
+  },
+  "structures": [
+    {
+      "type": "rectangle",
+      "name": "slab",
+      "center": [
+        0.95,
+        0.4
+      ],
+      "size": [
+        0.4960973091169107,
+        0.44
+      ],
+      "permittivity": {
+        "real": 4.527940175949286,
+        "imag": 0.0
+      }
+    }
+  ],
+  "source": {
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+    "amplitude": 3.0,
+    "x_index": 10,
+    "y_min_index": 18,
+    "y_max_index": 62,
+    "incident_angle_deg": 0.0,
+    "phase_origin_x": 0.0,
+    "phase_origin_y": 0.4
+  },
+  "monitors": {
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+    "left_x_index": 32,
+    "right_x_index": 148,
+    "y_min_index": 18,
+    "y_max_index": 62
+  },
+  "solver": {
+    "type": "sparse_lu"
+  },
+  "sweep": {
+    "enabled": false,
+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0001_lambda_0_960000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0001_lambda_0_960000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0001/lambda_0_960000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
+    "nx": 181,
+    "ny": 81,
+    "dx": 0.01,
+    "dy": 0.01
+  },
+  "physics": {
+    "wavelength": 0.96,
+    "background_permittivity": 1.0,
+    "absorbing_layer": {
+      "enabled": true,
+      "mode": "pml",
+      "sponge": {
+        "cells": 16,
+        "strength": 3.0,
+        "polynomial_order": 2
+      },
+      "pml": {
+        "cells": 16,
+        "max_stretch": 2.2,
+        "polynomial_order": 3
+      }
+    }
+  },
+  "structures": [
+    {
+      "type": "rectangle",
+      "name": "slab",
+      "center": [
+        0.95,
+        0.4
+      ],
+      "size": [
+        0.4960973091169107,
+        0.44
+      ],
+      "permittivity": {
+        "real": 4.527940175949286,
+        "imag": 0.0
+      }
+    }
+  ],
+  "source": {
+    "type": "plane_wave_line",
+    "amplitude": 3.0,
+    "x_index": 10,
+    "y_min_index": 18,
+    "y_max_index": 62,
+    "incident_angle_deg": 0.0,
+    "phase_origin_x": 0.0,
+    "phase_origin_y": 0.4
+  },
+  "monitors": {
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+    "left_x_index": 32,
+    "right_x_index": 148,
+    "y_min_index": 18,
+    "y_max_index": 62
+  },
+  "solver": {
+    "type": "sparse_lu"
+  },
+  "sweep": {
+    "enabled": false,
+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0002_lambda_0_680000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0002_lambda_0_680000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0002/lambda_0_680000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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+    "dx": 0.01,
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+  },
+  "physics": {
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+      "mode": "pml",
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+        "polynomial_order": 2
+      },
+      "pml": {
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+        "max_stretch": 2.2,
+        "polynomial_order": 3
+      }
+    }
+  },
+  "structures": [
+    {
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+      "name": "slab",
+      "center": [
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+        0.4
+      ],
+      "size": [
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+  ],
+  "source": {
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+    "amplitude": 3.0,
+    "x_index": 10,
+    "y_min_index": 18,
+    "y_max_index": 62,
+    "incident_angle_deg": 0.0,
+    "phase_origin_x": 0.0,
+    "phase_origin_y": 0.4
+  },
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+    "left_x_index": 32,
+    "right_x_index": 148,
+    "y_min_index": 18,
+    "y_max_index": 62
+  },
+  "solver": {
+    "type": "sparse_lu"
+  },
+  "sweep": {
+    "enabled": false,
+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0002_lambda_0_960000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0002_lambda_0_960000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0002/lambda_0_960000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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+    "dx": 0.01,
+    "dy": 0.01
+  },
+  "physics": {
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+    "background_permittivity": 1.0,
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+        "polynomial_order": 2
+      },
+      "pml": {
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+        "max_stretch": 2.2,
+        "polynomial_order": 3
+      }
+    }
+  },
+  "structures": [
+    {
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+      "name": "slab",
+      "center": [
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+        0.4
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+  ],
+  "source": {
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+    "amplitude": 3.0,
+    "x_index": 10,
+    "y_min_index": 18,
+    "y_max_index": 62,
+    "incident_angle_deg": 0.0,
+    "phase_origin_x": 0.0,
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+  },
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+    "right_x_index": 148,
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+  "solver": {
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+  },
+  "sweep": {
+    "enabled": false,
+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0003_lambda_0_680000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0003_lambda_0_680000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0003/lambda_0_680000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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+    "dx": 0.01,
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+        "polynomial_order": 3
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+    }
+  },
+  "structures": [
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+  ],
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+    "amplitude": 3.0,
+    "x_index": 10,
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+    "incident_angle_deg": 0.0,
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+  },
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+  "solver": {
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+  },
+  "sweep": {
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+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0003_lambda_0_960000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0003_lambda_0_960000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0003/lambda_0_960000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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+  ],
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+    "amplitude": 3.0,
+    "x_index": 10,
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+    "y_max_index": 62,
+    "incident_angle_deg": 0.0,
+    "phase_origin_x": 0.0,
+    "phase_origin_y": 0.4
+  },
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+  "solver": {
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+  },
+  "sweep": {
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+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0004_lambda_0_680000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0004_lambda_0_680000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0004/lambda_0_680000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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+    "wavelengths": []
+  }
+}

raw_scalar/ood_probe/generated_configs/design_0004_lambda_0_960000.json

@@ -0,0 +1,74 @@
+{
+  "simulation": {
+    "name": "design_0004_lambda_0_960000",
+    "output_directory": "/Users/m1pro/Downloads/Projects/neon/output/ai/slab_family_dataset_ood/cases/design_0004/lambda_0_960000",
+    "verbose": false,
+    "write_vtk": false
+  },
+  "grid": {
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raw_scalar/ood_probe/generated_configs/design_0005_lambda_0_680000.json

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raw_scalar/ood_probe/generated_configs/design_0005_lambda_0_960000.json

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raw_scalar/ood_probe/generated_configs/reference_lambda_0_680000.json

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raw_scalar/ood_probe/generated_configs/reference_lambda_0_960000.json

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raw_scalar/ood_probe/reference_cases.csv

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raw_scalar/ood_probe/reference_cases/lambda_0_680000/run.log

@@ -0,0 +1,20 @@
+Starting Neon simulation: reference_lambda_0_680000
+Grid: 181 x 81
+Assigned 0 structure region(s).
+absorber=scalar_pml(cells=16, max_stretch=2.2, order=3)
+Source: plane_wave_line(x_index=10, angle_deg=0)
+Assembled sparse Helmholtz system with 71225 nonzero entries.
+Solver requested: sparse_lu
+Solver used: sparse_lu
+Solver fallback used: false
+Solver iterations: 1
+Solver estimated error: 0.000000
+Linear system solved.
+Post-processing complete.
+Peak intensity: 0.000005
+Transmission proxy: 0.000004
+Reflection proxy: 0.000000
+Benchmark normalized transmission: 0.994353
+Benchmark normalized reflection: 0.005647
+Left reflection ratio: 0.002330
+Right backscatter ratio: 0.018858

raw_scalar/ood_probe/reference_cases/lambda_0_680000/run_metadata.json

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+{
+  "absorber": {
+    "enabled": true,
+    "mode": "pml",
+    "pml": {
+      "cells": 16,
+      "max_stretch": 2.2,
+      "polynomial_order": 3
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+    "sponge": {
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+      "polynomial_order": 2,
+      "strength": 3.0
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+  "solver": {
+    "estimated_error": 0.0,
+    "fallback_used": false,
+    "iterations": 1,
+    "requested_solver": "sparse_lu",
+    "used_solver": "sparse_lu"
+  },
+  "wavelength": 0.68,
+  "write_vtk": false
+}

raw_scalar/ood_probe/reference_cases/lambda_0_680000/summary.csv

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+metric,value
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+mean_intensity,1.019133752175835e-06
+total_forward_flux_left,8.846930532985493e-06
+total_backward_flux_left,2.061566907164152e-08
+total_forward_flux_right,3.63003998167393e-06
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+net_flux_right,3.561584508486088e-06
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+reflection_proxy,2.061566907164152e-08
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+benchmark_normalized_reflection,0.005647114119742078
+left_reflection_ratio,0.002330262342942184
+right_backscatter_ratio,0.01885804936954836

raw_scalar/ood_probe/reference_cases/lambda_0_680000/x_coordinates.csv

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raw_scalar/ood_probe/reference_cases/lambda_0_960000/run.log

@@ -0,0 +1,20 @@
+Starting Neon simulation: reference_lambda_0_960000
+Grid: 181 x 81
+Assigned 0 structure region(s).
+absorber=scalar_pml(cells=16, max_stretch=2.2, order=3)
+Source: plane_wave_line(x_index=10, angle_deg=0)
+Assembled sparse Helmholtz system with 71225 nonzero entries.
+Solver requested: sparse_lu
+Solver used: sparse_lu
+Solver fallback used: false
+Solver iterations: 1
+Solver estimated error: 0.000000
+Linear system solved.
+Post-processing complete.
+Peak intensity: 0.000007
+Transmission proxy: 0.000002
+Reflection proxy: 0.000000
+Benchmark normalized transmission: 0.912941
+Benchmark normalized reflection: 0.087059
+Left reflection ratio: 0.026151
+Right backscatter ratio: 0.114453

raw_scalar/ood_probe/reference_cases/lambda_0_960000/run_metadata.json

@@ -0,0 +1,25 @@
+{
+  "absorber": {
+    "enabled": true,
+    "mode": "pml",
+    "pml": {
+      "cells": 16,
+      "max_stretch": 2.2,
+      "polynomial_order": 3
+    },
+    "sponge": {
+      "cells": 16,
+      "polynomial_order": 2,
+      "strength": 3.0
+    }
+  },
+  "solver": {
+    "estimated_error": 0.0,
+    "fallback_used": false,
+    "iterations": 1,
+    "requested_solver": "sparse_lu",
+    "used_solver": "sparse_lu"
+  },
+  "wavelength": 0.96,
+  "write_vtk": false
+}

raw_scalar/ood_probe/reference_cases/lambda_0_960000/summary.csv

@@ -0,0 +1,16 @@
+metric,value
+max_intensity,6.593645383418415e-06
+mean_intensity,1.339534967254821e-06
+total_forward_flux_left,8.831981046148084e-06
+total_backward_flux_left,2.309670873977838e-07
+total_forward_flux_right,2.422020039317005e-06
+total_backward_flux_right,2.772082905431387e-07
+net_flux_left,8.6010139587503e-06
+net_flux_right,2.144811748773867e-06
+transmission_proxy,2.422020039317005e-06
+reflection_proxy,2.309670873977838e-07
+benchmark_proxy_total,2.652987126714789e-06
+benchmark_normalized_transmission,0.9129407432580376
+benchmark_normalized_reflection,0.08705925674196234
+left_reflection_ratio,0.02615122090853174
+right_backscatter_ratio,0.1144533430950925

raw_scalar/ood_probe/reference_cases/lambda_0_960000/x_coordinates.csv

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