Physics-constrained Bayesian inference of state functions in classical density-functional theory

Peter Yatsyshin, Serafim Kalliadasis, Andrew B. Duncan

We develop a novel data-driven approach to the inverse problem of classical statistical mechanics: given experimental data on the collective motion of a classical many-body system,…