A vector-to-sequence based multilayer recurrent network surrogate model for history matching of large-scale reservoir
Xiaopeng Ma, Kai Zhang, Hanjun Zhao, Liming Zhang, Jian Wang, Huaqing Zhang, Piyang Liu, Xia Yan, Yongfei Yang
Topics & Concepts
Computer scienceRecurrent neural networkDeep learningData miningDimensionality reductionFeature engineeringArtificial intelligenceSurrogate modelNormalization (sociology)Convolutional neural networkMatching (statistics)Artificial neural networkAlgorithmPattern recognition (psychology)Machine learningMathematicsSociologyStatisticsAnthropologyReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering