Toward Orbital-Free Density Functional Theory with Small Data Sets and Deep Learning

Kevin Ryczko, Sebastian J. Wetzel, Roger G. Melko +1

We use voxel deep neural networks to predict energy densities and functional derivatives of electron kinetic energies for the Thomas-Fermi model and Kohn-Sham density functional th…