The Kinetic Energy of Hydrocarbons as a Function of Electron Density and Convolutional Neural Networks

Kun Yao, John Parkhill

We demonstrate a convolutional neural network trained to reproduce the Kohn-Sham kinetic energy of hydrocarbons from electron density. The output of the network is used as a non-lo…