Download artifacts/t2_denim_capability_v4/capability_summary.json from HaomingLuo/AgentFEM-Material-Loading-Memory: direct link, hf CLI and curl.
- Browser
- Download file 2.49 kB
-
https://huggingface.co/datasets/HaomingLuo/AgentFEM-Material-Loading-Memory/resolve/main/artifacts/t2_denim_capability_v4/capability_summary.json
- Command line
-
hf download hf://datasets/HaomingLuo/AgentFEM-Material-Loading-Memory/artifacts/t2_denim_capability_v4/capability_summary.json
-
curl -L -o capability_summary.json https://huggingface.co/datasets/HaomingLuo/AgentFEM-Material-Loading-Memory/resolve/main/artifacts/t2_denim_capability_v4/capability_summary.json
2.49 kB
| { | |
| "cohort_counts": { | |
| "discretization_and_observation": 200, | |
| "full_3d_nonproportional": 300, | |
| "long_cycle": 300, | |
| "structure_derived": 200 | |
| }, | |
| "full_3d_component_coverage": { | |
| "all_six_components_active_fraction": 0.8333333333333334, | |
| "median_active_voigt_components": 6.0, | |
| "minimum_active_voigt_components": 3 | |
| }, | |
| "long_cycle_final_peeq": { | |
| "test_long_cycle_ood": { | |
| "count": 80, | |
| "maximum": 5.581917596143634, | |
| "median": 2.3076562056597267 | |
| }, | |
| "train_long_cycle": { | |
| "count": 180, | |
| "maximum": 1.4800164833029583, | |
| "median": 0.32780349102780304 | |
| }, | |
| "validation_long_cycle": { | |
| "count": 40, | |
| "maximum": 2.9068227791273844, | |
| "median": 1.2485704946120229 | |
| } | |
| }, | |
| "matched_resolution_stress_rmse_mpa_against_481": { | |
| "121": { | |
| "maximum": 2.406609951745476, | |
| "median": 1.2205367812383774 | |
| }, | |
| "241": { | |
| "maximum": 0.8241333324801416, | |
| "median": 0.4308617630836392 | |
| }, | |
| "481": { | |
| "maximum": 0.0, | |
| "median": 0.0 | |
| }, | |
| "61": { | |
| "maximum": 9.097942729314207, | |
| "median": 2.6405965053574985 | |
| } | |
| }, | |
| "observation_protocol": { | |
| "relative_strain_noise_rmse_median": 0.0018371038946513683, | |
| "retained_fraction_maximum": 0.7355371900826446, | |
| "retained_fraction_median": 0.43064366791262304, | |
| "retained_fraction_minimum": 0.17427385892116182, | |
| "stress_noise_rmse_mpa_median": 0.8856837636279857 | |
| }, | |
| "quality": { | |
| "all_finite_failures": 0, | |
| "maximum_plastic_strain_trace": 1.8431436932253575e-17, | |
| "maximum_yield_surface_relative_residual": 9.34668949672154e-11, | |
| "minimum_peeq_increment": 0.0, | |
| "minimum_plastic_step_count": 35 | |
| }, | |
| "sample_count": 1000, | |
| "schema": "agentfem.physics-data.denim-capability-extension.analysis", | |
| "structure_derived": { | |
| "central_hole_r018": { | |
| "maximum_absolute_stress_mpa": 2306.726179813209, | |
| "maximum_peeq": 0.06563635906127516, | |
| "trajectory_count": 50 | |
| }, | |
| "central_hole_r026": { | |
| "maximum_absolute_stress_mpa": 1988.2837702754796, | |
| "maximum_peeq": 0.049314129288541834, | |
| "trajectory_count": 50 | |
| }, | |
| "double_notch_r016": { | |
| "maximum_absolute_stress_mpa": 2415.98591600656, | |
| "maximum_peeq": 0.057808976722212205, | |
| "trajectory_count": 50 | |
| }, | |
| "double_notch_r024": { | |
| "maximum_absolute_stress_mpa": 2633.793143427893, | |
| "maximum_peeq": 0.06691511987967692, | |
| "trajectory_count": 50 | |
| } | |
| } | |
| } | |