Accelerating Finite-temperature Kohn-Sham Density Functional Theory with Deep Neural Networks

J. Austin Ellis, Lenz Fiedler, Gabriel A. Popoola +5

We present a numerical modeling workflow based on machine learning (ML) which reproduces the the total energies produced by Kohn-Sham density functional theory (DFT) at finite elec…