A CNN-based approach for upscaling multiphase flow in digital sandstones
Javad Siavashi, Arman Najafi, Mohammad Ebadi, Mohammad Sharifi
Topics & Concepts
Convolutional neural networkDiscretizationMultiphase flowComputer scienceScale (ratio)UpsamplingResolution (logic)Flow (mathematics)AlgorithmImage resolutionProcess (computing)Artificial intelligenceImage (mathematics)MathematicsMechanicsGeometryPhysicsMathematical analysisQuantum mechanicsOperating systemEnhanced Oil Recovery TechniquesAdvanced Mathematical Modeling in EngineeringHydraulic Fracturing and Reservoir Analysis