"""Run one eSEN single-point calculation through ASE.""" from __future__ import annotations import argparse import os os.environ.setdefault( "ONESCIENCE_ESEN_JD_PATH", os.path.join(os.path.dirname(__file__), "weight", "Jd.pt"), ) from ase.build import bulk from ase.io import read from onescience.utils.esen import eSENCalculator def default_checkpoint() -> str: return os.path.join(os.path.dirname(__file__), "weight", "esen_30m_mptrj.pt") def load_structure(path: str | None): if path: return read(path) return bulk("Si", "diamond", a=5.43) def main() -> None: parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--checkpoint", default=default_checkpoint()) parser.add_argument("--input", help="CIF, POSCAR, XYZ, or another ASE-readable structure") parser.add_argument("--device", default="cuda") args = parser.parse_args() atoms = load_structure(args.input) atoms.calc = eSENCalculator.from_checkpoint(args.checkpoint, device=args.device) print("formula:", atoms.get_chemical_formula()) print("atoms:", len(atoms)) print("energy (eV):", atoms.get_potential_energy()) print("forces (eV/Angstrom):\n", atoms.get_forces()) print("stress (eV/Angstrom^3):", atoms.get_stress()) if __name__ == "__main__": main()