Datasets:
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
neural-operators
partial-differential-equations
scientific-machine-learning
topology
hodge-laplacian
Download RELEASE.json from cppyyy/TopoBox-3D: direct link, hf CLI and curl.
- Browser
- Download file 797 Bytes
-
https://huggingface.co/datasets/cppyyy/TopoBox-3D/resolve/main/RELEASE.json
- Command line
-
hf download hf://datasets/cppyyy/TopoBox-3D/RELEASE.json
-
curl -L -o RELEASE.json https://huggingface.co/datasets/cppyyy/TopoBox-3D/resolve/main/RELEASE.json
797 Bytes
| { | |
| "dataset": "TopoBox-3D", | |
| "release_status": "pre-publication", | |
| "paper_title": "Beyond Arbitrary Geometry: Topology Generalization in Neural PDE Operators", | |
| "geometry_count": 5280, | |
| "pde_instance_count": 63360, | |
| "protocols": ["A", "B", "C", "D"], | |
| "splits_per_protocol": { | |
| "train": 800, | |
| "validation": 120, | |
| "test_iid": 200, | |
| "test_ood": 200 | |
| }, | |
| "degrees": [0, 1, 2], | |
| "initial_condition_configs": [ | |
| "non_harmonic", | |
| "weak_harmonic", | |
| "balanced", | |
| "strong_harmonic" | |
| ], | |
| "geometry_hdf5_shards": 108, | |
| "hodge_heat_hdf5_shards": 212, | |
| "geometry_raw_layer_included": true, | |
| "derived_mini_subset_included": false, | |
| "representative_preview_files": 8, | |
| "deep_audit_error_count": 0, | |
| "checksums": "SHA256SUMS.txt", | |
| "license": null, | |
| "citation": null | |
| } | |