TimeNet: Time2Vec attention-based CNN-BiGRU neural network for predicting production in shale and sandstone gas reservoirs
Mandella Ali M. Fargalla, Wei Qi Yan, Jingen Deng, Tao Wu, Wyclif Kiyingi, Guangcong Li, Wei Zhang
Topics & Concepts
Shale gasConvolutional neural networkPetroleum engineeringTight gasProduction (economics)Fossil fuelArtificial neural networkComputer sciencePopulationOil shaleUnconventional oilField (mathematics)Natural gasArtificial intelligenceEnvironmental scienceData miningGeologyEngineeringHydraulic fracturingMathematicsWaste managementSociologyMacroeconomicsDemographyEconomicsPure mathematicsHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis