Physics-informed machine learning of the correlation functions in bulk fluids

W Chen, P Gao, P Stinis - Physics of Fluids, 2024 - pubs.aip.org
The Ornstein–Zernike (OZ) equation is the fundamental equation for pair correlation function
computations in the modern integral equation theory for liquids. In this work, machine …

Modeling the structure and thermodynamics of multicomponent and polydisperse hard-sphere dispersions with continuous potentials

J Martínez-Rivera, A Villada-Balbuena… - The Journal of …, 2023 - pubs.aip.org
A model system of identical particles interacting via a hard-sphere potential is essential in
condensed matter physics; it helps to understand in and out of equilibrium phenomena in …