Physics-Informed Long-Range Coulomb Correction for Machine-learning Hamiltonians

Yang Zhong, Xiwen Li, Xingao Gong +1

Machine-learning electronic Hamiltonians achieve orders-of-magnitude speedups over density-functional theory, yet current models omit long-range Coulomb interactions that govern ph…