| --- |
| 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/ |
| ``` |
|
|
