Deep Density: circumventing the Kohn-Sham equations via symmetry preserving neural networks

Leonardo Zepeda-Núñez, Yixiao Chen, Jiefu Zhang +3

The recently developed Deep Potential [Phys. Rev. Lett. 120, 143001, 2018] is a powerful method to represent general inter-atomic potentials using deep neural networks. The success…