Predicting CO2-EOR and storage in low-permeability reservoirs with deep learning-based surrogate flow models
Siwei Meng, Qirun Fu, Jiaping Tao, Lihao Liang, Jianchun Xu
Topics & Concepts
Reservoir simulationEnhanced oil recoveryPermeability (electromagnetism)Surrogate modelCarbon sequestrationResidual oilComputer scienceWorkflowMultiphase flowPetroleum engineeringEnvironmental scienceEngineeringMachine learningCarbon dioxideBiologyGeneticsMembraneDatabaseEcologyPhysicsQuantum mechanicsReservoir Engineering and Simulation MethodsEnhanced Oil Recovery TechniquesHydrocarbon exploration and reservoir analysis