Coupled pressure and saturation prediction for two-phase flow in porous media using physics-informed neural networks (PINNs)
Yerzhan Kenzhebek, Timur Imankulov, Samson Dawit Bekele, I. Panfilova, Darkhan Akhmed-Zaki
Topics & Concepts
Porous mediumSaturation (graph theory)Artificial neural networkPorosityMechanicsFlow (mathematics)Statistical physicsTwo-phase flowMaterials sciencePhysicsComputer scienceMathematicsArtificial intelligenceComposite materialCombinatoricsModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesSeismic Imaging and Inversion Techniques