AgentFEM-Material-Loading-Memory / DENIM_REPRODUCE.md
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Add DENIM incomplete-physics closure dataset and evidence
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Reproduce DENIM closure v1

From the AgentFEM-Physics-Data project root with the configured fenicsx-env:

python -m src.generate_t2_graybox_closure --count-per-family 16 --force
python -m src.train_t2_graybox_closure
python -m src.validate_t2_graybox_closure
python -m src.plot_t2_graybox_closure
python -m pytest -q tests/test_t2_graybox_discrete_energy.py tests/test_t2_graybox_closure.py

The data were generated with AgentFEM commit e76f2a96f58cc12f47fd6fae996c22fdca300ed1. Reproducing generation therefore requires AgentFEM and its FEniCSx environment. Loading the published DENIM weights only requires PyTorch and the included core implementation.