autoplex.data.phonons.flows

autoplex.data.phonons.flows#

Flows to create training data for ML potentials.

Classes

DFTPhononMaker

Adapted PhononMaker to calculate harmonic phonons with VASP and Phonopy.

IsoAtomMaker

Maker to generate DFT data for ML potential fitting from isolated atoms.

IsoAtomStaticMaker

Maker to create Isolated atoms static (VASP) jobs.

MLPhononMaker

Maker to calculate harmonic phonons with a force field.

RandomStructuresDataGenerator

Maker to generate DFT labelled training data for ML potential fitting based on random atomic displacements.

TYPE_CHECKING

bool(x) -> bool

TightDFTStaticMaker

Adapted phonon displacement maker for static calculation.