Density functionals from deep learning
McMahon, Jeffrey M.
Physics - Chemical Physics | Physics - Computational Physics
Density-functional theory is a formally exact description of a many-body quantum system in terms of its density; in practice, however, approximations to the universal density functional are required. In this work, a model based on deep learning is developed to approxima...