Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory

Jonathan Schmidt, Carlos L. Benavides-Riveros, Miguel A. L. Marques

We train a neural network as the universal exchange-correlation functional of density-functional theory that simultaneously reproduces both the exact exchange-correlation energy an…