Variational Machine Learning Model for Electronic Structure Optimization via the Density Matrix.

We present a novel approach that combines machine learning with direct variational energy optimization via the density matrix to solve the Kohn-Sham equation in density functional theory. Instead of relying on the conventional self-consistent field m…

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