HaomingLuo's picture
Release AgentFEM Material Loading Memory v1
ebc46a9 verified
Raw History Blame Contribute Delete
7.08 kB
{
"agentfem_commit": "058faecc05aeda143d014fd229401003a9258bbb",
"agentfem_version": "0.3.7.dev0",
"all_case_ids_unique": true,
"data_bytes": 76029327,
"material_models": {
"chaboche_combined": 504,
"j2_linear_isotropic": 504
},
"maximum_j2_analytical_relative_error": 4.713687395585475e-16,
"maximum_plastic_strain_trace": 0.0,
"maximum_refined_peeq_relative_change": 0.0012918014334128156,
"maximum_refined_stress_relative_change": 0.0038699701283640207,
"maximum_yield_surface_relative_residual": 2.16579096075354e-11,
"minimum_plastic_work_increment_j_m3": -142826.47301995277,
"minimum_symmetric_zero_strain_memory_contrast_pa": 193713300.83466035,
"path_families": {
"mean_shifted_cyclic": 168,
"monotonic_tension": 168,
"symmetric_cyclic": 168,
"tension_compression": 168,
"unload_reload": 168,
"variable_amplitude": 168
},
"points_per_trajectory": 121,
"preview": "artifacts/t2_material_loading_memory_v1/hysteresis_preview.png",
"quality_failure_count": 0,
"quality_failures": [],
"refinement_audits": [
{
"index": 0,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 1.9691100487952772e-16,
"maximum_stress_relative_change": 4.0495326567019173e-16,
"path_family": "monotonic_tension"
},
{
"index": 83,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 2.2141051965947146e-16,
"maximum_stress_relative_change": 3.2491654772037307e-16,
"path_family": "monotonic_tension"
},
{
"index": 84,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 5.872047860997571e-16,
"maximum_stress_relative_change": 4.809200195348651e-16,
"path_family": "unload_reload"
},
{
"index": 167,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 9.455615721006915e-16,
"maximum_stress_relative_change": 3.5057748529466403e-16,
"path_family": "unload_reload"
},
{
"index": 168,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 7.195511936407169e-16,
"maximum_stress_relative_change": 4.1591366364598886e-16,
"path_family": "tension_compression"
},
{
"index": 251,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 5.03263695603114e-16,
"maximum_stress_relative_change": 4.134529023380189e-16,
"path_family": "tension_compression"
},
{
"index": 252,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 2.4080288084231124e-15,
"maximum_stress_relative_change": 1.1444269888020809e-15,
"path_family": "symmetric_cyclic"
},
{
"index": 335,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 1.0883566441967917e-15,
"maximum_stress_relative_change": 6.111208028918634e-16,
"path_family": "symmetric_cyclic"
},
{
"index": 336,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 3.185831716980416e-16,
"maximum_stress_relative_change": 3.2417814226270937e-16,
"path_family": "mean_shifted_cyclic"
},
{
"index": 419,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 2.9976886982131045e-15,
"maximum_stress_relative_change": 7.126659468347532e-16,
"path_family": "mean_shifted_cyclic"
},
{
"index": 420,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 1.8132803564402278e-15,
"maximum_stress_relative_change": 6.008433503440595e-16,
"path_family": "variable_amplitude"
},
{
"index": 503,
"material_model": "j2_linear_isotropic",
"maximum_peeq_relative_change": 4.926407148119625e-16,
"maximum_stress_relative_change": 5.465031339597028e-16,
"path_family": "variable_amplitude"
},
{
"index": 504,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 4.7689064477326605e-05,
"maximum_stress_relative_change": 3.623405365425279e-05,
"path_family": "monotonic_tension"
},
{
"index": 587,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 5.291163194442036e-05,
"maximum_stress_relative_change": 8.5340277015935e-05,
"path_family": "monotonic_tension"
},
{
"index": 588,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.00022050968191946916,
"maximum_stress_relative_change": 0.00035889290512209027,
"path_family": "unload_reload"
},
{
"index": 671,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.00019081420746639962,
"maximum_stress_relative_change": 0.0004410244818224862,
"path_family": "unload_reload"
},
{
"index": 672,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.00022023114380788846,
"maximum_stress_relative_change": 0.0004410479264523355,
"path_family": "tension_compression"
},
{
"index": 755,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.00020046996696709512,
"maximum_stress_relative_change": 0.00033472825896666594,
"path_family": "tension_compression"
},
{
"index": 756,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.0008566275658290944,
"maximum_stress_relative_change": 0.0007693778418125614,
"path_family": "symmetric_cyclic"
},
{
"index": 839,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.001033225845075327,
"maximum_stress_relative_change": 0.0038699701283640207,
"path_family": "symmetric_cyclic"
},
{
"index": 840,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.0012918014334128156,
"maximum_stress_relative_change": 0.001690629833999976,
"path_family": "mean_shifted_cyclic"
},
{
"index": 923,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.0003638695281148608,
"maximum_stress_relative_change": 0.00037712200092439026,
"path_family": "mean_shifted_cyclic"
},
{
"index": 924,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.0008002457139733245,
"maximum_stress_relative_change": 0.001113976631730561,
"path_family": "variable_amplitude"
},
{
"index": 1007,
"material_model": "chaboche_combined",
"maximum_peeq_relative_change": 0.0007903616798123826,
"maximum_stress_relative_change": 0.002678974417237217,
"path_family": "variable_amplitude"
}
],
"sample_count": 1008,
"splits": {
"test": 120,
"train": 768,
"validation": 120
},
"status": "accepted"
}