Differentiable multiphase flow model for physics-informed machine learning in reservoir pressure management

Harun Ur Rashid, Aleksandra Pachalieva, Daniel O'Malley

Accurate subsurface reservoir pressure control is extremely challenging due to geological heterogeneity and multiphase fluid-flow dynamics. Predicting behavior in this setting reli…