Machine-learned Laplacian-level density functional from exact exchange-correlation potentials and energies

Arghadwip Paul, Bikash Kanungo, Sambit Das +1

We present NNLap, a machine-learned Laplacian-level exchange-correlation (XC) functional that augments PBE with a neural-network correction depending on the electron density, its g…