Datasets:
Tasks:
Other
Formats:
json
Size:
10K - 100K
Tags:
agentfem
soft-robotics
programmable-matter
structural-mechanics
inverse-design
scientific-machine-learning
License:
Download multizone-v02/validation.json from HaomingLuo/AgentFEM-Programmable-Soft-Rods: direct link, hf CLI and curl.
- Browser
- Download file 4.41 kB
-
https://huggingface.co/datasets/HaomingLuo/AgentFEM-Programmable-Soft-Rods/resolve/main/multizone-v02/validation.json
- Command line
-
hf download hf://datasets/HaomingLuo/AgentFEM-Programmable-Soft-Rods/multizone-v02/validation.json
-
curl -L -o validation.json https://huggingface.co/datasets/HaomingLuo/AgentFEM-Programmable-Soft-Rods/resolve/main/multizone-v02/validation.json
4.41 kB
| { | |
| "version": "0.2", | |
| "states": 4080, | |
| "scenes": 680, | |
| "counts": { | |
| "train": 2520, | |
| "validation": 540, | |
| "test": 540, | |
| "zone_ood": 480 | |
| }, | |
| "zones_id": [ | |
| 3, | |
| 6, | |
| 12 | |
| ], | |
| "zones_ood": [ | |
| 8 | |
| ], | |
| "rejected": 0, | |
| "mesh_checks": 34, | |
| "max_mesh_tip_difference_over_L": 4.603976254440725e-05, | |
| "best_epoch": 189, | |
| "metrics": { | |
| "train": { | |
| "intrinsic_shape": { | |
| "centerline_rmse_over_L": 0.03217696650573636, | |
| "tip_mean_over_L": 0.04703082547593874, | |
| "tip_p95_over_L": 0.1389949922209111, | |
| "nonzero_loading_rmse_over_L": 0.035248100774559976 | |
| }, | |
| "learned_residual": { | |
| "centerline_rmse_over_L": 0.0007707721406115093, | |
| "tip_mean_over_L": 0.0010672698493170232, | |
| "tip_p95_over_L": 0.0032114897744955654, | |
| "nonzero_loading_rmse_over_L": 0.0008432933805167641 | |
| } | |
| }, | |
| "validation": { | |
| "intrinsic_shape": { | |
| "centerline_rmse_over_L": 0.030841632665898296, | |
| "tip_mean_over_L": 0.04443062956595426, | |
| "tip_p95_over_L": 0.13412200027231663, | |
| "nonzero_loading_rmse_over_L": 0.03378531584280138 | |
| }, | |
| "learned_residual": { | |
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| "tip_mean_over_L": 0.0023906575722607896, | |
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| }, | |
| "test": { | |
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| "tip_mean_over_L": 0.04949992729501256, | |
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| }, | |
| "learned_residual": { | |
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| }, | |
| "seconds": 4.511781215667725, | |
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