Multilayer atomic cluster expansion for semilocal interactions

Abstract

Semilocal interactions, induced by collaborative electronic relaxations, are captured by the multilayer extension of the atomic cluster expansion, thereby providing a physically transparent, accurate, and transferable machine-learning interatomic potential.