Systematic atomic structure datasets for machine learning potentials: Application to defects in magnesium

M Poul, L Huber, E Bitzek, J Neugebauer - Physical Review B, 2023 - APS
We present a physically motivated strategy for the construction of training sets for
transferable machine learning interatomic potentials. It is based on a systematic exploration …