Latent Ewald summation for machine learning of long-range interactions

Theory

For a periodic atomic system, the total potential energy is decomposed into a short-range and a long-range part, i.e. E = E^sr + E^lr. As is standard in most MLIPs, the short-range energy is summed over the atomic contribution of each atom i,