CNN-PFVS: Integrating Neural Network and Finite Volume Models to Accelerate Flow Simulation on Pore Space Images
Traiwit Chung, Ying Da Wang, Ryan T. Armstrong, Peyman Mostaghimi
Topics & Concepts
Convolutional neural networkComputer scienceSolverComputationVoxelFinite volume methodAlgorithmFlow (mathematics)Artificial neural networkComputational scienceIterative methodArtificial intelligenceGeometryMathematicsMechanicsPhysicsProgramming languageEnhanced Oil Recovery TechniquesHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis