Accelerating QM/MM simulations of electrochemical interfaces through machine learning of electronic charge densities

Andrea Grisafi, Mathieu Salanne

A crucial aspect in the simulation of electrochemical interfaces consists in treating the distribution of electronic charge of electrode materials that are put in contact with an e…