Data-driven proxy model for waterflood performance prediction and optimization using Echo State Network with Teacher Forcing in mature fields
Lichi Deng, Yuewei Pan
Topics & Concepts
Well controlReservoir simulationReservoir computingComputer scienceEcho state networkProxy (statistics)Forcing (mathematics)Mathematical optimizationArtificial neural networkMachine learningPetroleum engineeringDrillingEngineeringRecurrent neural networkGeologyMathematicsMechanical engineeringClimatologyNeural Networks and Reservoir ComputingNeural Networks and ApplicationsModel Reduction and Neural Networks