Machine learning assisted history matching for a deepwater lobe system
Honggeun Jo, Wen Pan, Javier E. Santos, Hyungsik Jung, Michael J. Pyrcz
Topics & Concepts
Computer scienceReservoir modelingReservoir simulationWorkflowData miningEnsemble Kalman filterDimensionality reductionData assimilationMachine learningData-drivenReservoir engineeringUncertainty quantificationArtificial intelligenceGeologyKalman filterPetroleum engineeringExtended Kalman filterPhysicsMeteorologyPetroleumPaleontologyDatabaseReservoir Engineering and Simulation MethodsGeological Modeling and AnalysisHydraulic Fracturing and Reservoir Analysis