Gibbs-Duhem-Informed Neural Networks for Binary Activity Coefficient Prediction

Jan G. Rittig, Kobi C. Felton, Alexei A. Lapkin +1

We propose Gibbs-Duhem-informed neural networks for the prediction of binary activity coefficients at varying compositions. That is, we include the Gibbs-Duhem equation explicitly…