Transferable E(3) equivariant parameterization for Hamiltonian of molecules and solids

Yang Zhong, Hongyu Yu, Mao Su +2

Using the message-passing mechanism in machine learning (ML) instead of self-consistent iterations to directly build the mapping from structures to electronic Hamiltonian matrices…