In the case of DFT based calculations for molecules, a trial electron density is assigned to a molecular system, and the use of a suitable functional at a certain level of theory leads to the total energy of the molecule being calculated. Instead of utilization of a density functional, we can now map the electron density to the ground state electronic energy using the convolutional neural network (2):