Semiempirical Hamiltonians learned from data can have accuracy comparable to Density Functional Theory

Frank Hu, Francis He, David J. Yaron

Quantum chemistry provides chemists with invaluable information, but the high computational cost limits the size and type of systems that can be studied. Machine learning (ML) has…