{
  "model_type": "denim",
  "full_name": "Discrete-Energy Neural Internal-variable Model",
  "version": "1.1.0",
  "framework": "pytorch",
  "channels": 2,
  "trainable_parameters": 918,
  "voigt_order": ["xx", "yy", "zz", "xy", "yz", "xz"],
  "shear_convention": "tensor",
  "known_material": {
    "young_pa": 190000000000.0,
    "poisson": 0.3,
    "yield_stress_pa": 280000000.0
  },
  "physics": [
    "small_strain_isotropic_elasticity",
    "J2_yield_geometry",
    "associative_flow",
    "plastic_incompressibility",
    "implicit_return_mapping",
    "discrete_energy_ledger"
  ],
  "dataset": "HaomingLuo/AgentFEM-Material-Loading-Memory",
  "checkpoints": {
    "denim.pt": "original published 128-trajectory checkpoint",
    "denim-expanded.pt": "expanded checkpoint after 500-trajectory boundary release"
  },
  "agentfem_reference_commit": "01ae283b957c1670db22c5261bb36a69cfb89956"
}