Self-consistent Coulomb interactions for machine learning interatomic potentials

Jack Thomas, William J. Baldwin, Gábor Csányi +1

A ubiquitous approach to obtain transferable machine learning-based models of potential energy surfaces for atomistic systems is to decompose the total energy into a sum of local a…