Machine-learning-based well production prediction under geological and hydraulic fracture parameters uncertainty for unconventional shale gas reservoirs
Cong Xiao, Guangdong Wang, Yayun Zhang, Ya Deng
Topics & Concepts
Reservoir simulationComputer scienceAutoencoderRobustness (evolution)Hydraulic fracturingDimensionality reductionArtificial intelligenceReservoir modelingMachine learningDeep learningUnconventional oilOil shaleData miningPetroleum engineeringEngineeringGeneWaste managementChemistryBiochemistryHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation Methods