Machine learnt approximations to the bridge function yield improved closures for the Ornstein-Zernike equation

Rhys E. A. Goodall, Alpha A. Lee

A key challenge for soft materials design and coarse-graining simulations is determining interaction potentials between components that give rise to desired condensed-phase structu…