Deep residual U-net convolution neural networks with autoregressive strategy for fluid flow predictions in large-scale geosystems
Zhihao Jiang, Pejman Tahmasebi, Zhiqiang Mao
Topics & Concepts
ResidualAutoregressive modelComputer scienceSurrogate modelArtificial neural networkSurrogate dataFlow (mathematics)Reservoir simulationMathematical optimizationAlgorithmArtificial intelligenceEconometricsMachine learningMathematicsEngineeringNonlinear systemPetroleum engineeringGeometryQuantum mechanicsPhysicsSeismic Imaging and Inversion TechniquesHydraulic Fracturing and Reservoir AnalysisGroundwater flow and contamination studies