Differentiable Thermodynamic Phase-Equilibria for Machine Learning

Karim K. Ben Hicham, Moreno Ascani, Jan G. Rittig +1

Accurate prediction of phase equilibria remains a central challenge in chemical engineering. Physics-consistent machine learning methods that incorporate thermodynamic structure in…