Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learning

Masashi Tsubaki, Teruyasu Mizoguchi

Deep neural networks (DNNs) have been used to successfully predict molecular properties calculated based on the Kohn--Sham density functional theory (KS-DFT). Although this predict…