AgentFEM-DENIM / artifacts /deployment_validation.json
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Add DENIM validation evidence
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{
"scope": "reference has three memories and tabulated hardening; deployed DENRM has two memories and no access to the reference equations",
"time_discretization": {
"121": {
"trajectory_count": 8,
"rmse_mpa": 0.9438070587644558,
"mae_mpa": 0.5064686423720376,
"maximum_yield_residual_pa": 0.23421859741210938
},
"481": {
"trajectory_count": 8,
"rmse_mpa": 0.9584221120986024,
"mae_mpa": 0.5178831071589605,
"maximum_yield_residual_pa": 0.062465548515319824
},
"terminal_121_to_481_relative_change": 0.010678476861357365
},
"structure": {
"mild_cyclic": {
"reaction_relative_l2": 0.0063571165780202015,
"maximum_absolute_reaction_error": 3322117.808588028,
"maximum_newton_iterations": 39,
"mean_newton_iterations": 3.1728395061728394,
"trust_region_fallback_count": 0,
"trust_region_fallback_steps": [],
"elapsed_seconds": 32.52564716688357
},
"severe_monotonic": {
"reaction_relative_l2": 0.004998587374687885,
"maximum_absolute_reaction_error": 2280042.1006396413,
"maximum_newton_iterations": 4,
"mean_newton_iterations": 2.918032786885246,
"trust_region_fallback_count": 0,
"trust_region_fallback_steps": [],
"elapsed_seconds": 22.391408500028774
},
"severe_cyclic_stress_test": {
"passed": true,
"maximum_newton_iterations": 68,
"trust_region_fallback_count": 1
}
}
}