PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media
Javier E. Santos, Duo Xu, Honggeun Jo, Christopher J. Landry, Maša Prodanović, Michael J. Pyrcz
Topics & Concepts
WorkflowPorous mediumConvolutional neural networkFlow (mathematics)Artificial neural networkDeep learningComputer scienceArtificial intelligenceFluid dynamicsField (mathematics)Simple (philosophy)PorosityComputational scienceGeologyGeotechnical engineeringMechanicsGeometryMathematicsPhysicsPhilosophyDatabaseEpistemologyPure mathematicsEnhanced Oil Recovery TechniquesSeismic Imaging and Inversion TechniquesHydraulic Fracturing and Reservoir Analysis