most citedMachine Learning of consistent thermodynamic models using automatic differentiation

32 citations · 32 across the 1 of their papers we have counts for

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1 paper

physics.comp-ph2021★ 32 cited

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…