"""Train DENRM on the intentionally mismatched incomplete-physics cohort."""

from pathlib import Path

from src.generate_t2_graybox_closure import DATA_PATH, MATERIAL
from src.train_t2_graybox_discrete_energy import run


ROOT = Path(__file__).resolve().parents[1]


if __name__ == "__main__":
    run(
        graybox_steps=1600,
        gru_epochs=60,
        data_path=DATA_PATH,
        material=MATERIAL,
        model_dir=ROOT / "models" / "t2_graybox_closure_v1",
        artifact_dir=ROOT / "artifacts" / "t2_graybox_closure_v1",
        scope=(
            "out-of-template fixed material: three-memory tabulated reference; "
            "two-memory DENRM closure; reference equations and parameters hidden"
        ),
    )