Bayesian Analysis Reveals the Key to Extracting Pair Potentials from Neutron Scattering Data

Brennon L. Shanks, Harry W. Sullivan, Michael P. Hoepfner

The inverse problem of statistical mechanics is an unsolved, century-old challenge to learn classical pair potentials directly from experimental scattering data. This problem was e…