Learning electron densities in the condensed phase

Alan M. Lewis, Andrea Grisafi, Michele Ceriotti +1

We introduce a local machine-learning method for predicting the electron densities of periodic systems. The framework is based on a numerical, atom-centred auxiliary basis, which e…