Using differentiable programming to obtain an energy and density-optimized exchange-correlation functional

Sebastian Dick, Marivi Fernandez-Serra

Using an end-to-end differentiable implementation of the Kohn-Sham self-consistent field equations, we obtain an accurate neural network-based exchange and correlation (XC) functio…