Machine Learning of consistent thermodynamic models using automatic differentiation

David Rosenberger, Kipton Barros, Timothy C. Germann +1

We propose a data-driven method to describe consistent equations of state (EOS) for arbitrary systems. Complex EOS are traditionally obtained by fitting suitable analytical express…