Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet

Ali Kashefi, Tapan Mukerji

We predict steady-state Stokes flow of fluids within porous media at pore scales using sparse point observations and a novel class of physics-informed neural networks, called "phys…