A novel hybrid recurrent convolutional network for surrogate modeling of history matching and uncertainty quantification
Xiaopeng Ma, Kai Zhang, Jinding Zhang, Yanzhong Wang, Liming Zhang, Piyang Liu, Yongfei Yang, Jian Wang
Topics & Concepts
Surrogate modelConvolutional neural networkComputer scienceWorkflowMatching (statistics)Recurrent neural networkUncertainty quantificationReservoir simulationFeature engineeringArtificial intelligenceAlgorithmDeep learningData miningMathematical optimizationArtificial neural networkMachine learningMathematicsEngineeringStatisticsPetroleum engineeringDatabaseReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques