Efficient determination of the Hamiltonian and electronic properties using graph neural network with complete local coordinates

Mao Su, Ji-Hui Yang, Hong-Jun Xiang +1

Despite the successes of machine learning methods in physical sciences, prediction of the Hamiltonian, and thus electronic properties, is still unsatisfactory. Here, based on graph…