Bonding-aware Materials Representation for Deep Learning Atomistic Models

Or Shafir, Ilya Grinberg

Deep potentials for molecular dynamics (MD) achieve first-principles accuracy at much lower computational cost. However, their use in large length- and time-scale simulations is li…