where N is the number of atoms in the structure. The local atomic energy of an atom i is assumed to be determined by its local environment, represented as a descriptor that is chosen to be invariant under translations, rotations, and permutations of identical atoms. In this work, we used descriptors based on the smooth overlap of atomic positions (SOAP) .