Machine learning assisted relative permeability upscaling for uncertainty quantification
Yanji Wang, Hangyu Li, Jianchun Xu, Shuyang Liu, Xiaopu Wang
Topics & Concepts
Relative permeabilityPermeability (electromagnetism)ComputationComputer scienceReservoir simulationAlgorithmChannelizedGaussianRealization (probability)Mathematical optimizationMachine learningApplied mathematicsGeologyMathematicsPetroleum engineeringGeotechnical engineeringStatisticsPorosityBiologyMembranePhysicsGeneticsQuantum mechanicsTelecommunicationsAdvanced Mathematical Modeling in EngineeringEnhanced Oil Recovery TechniquesGroundwater flow and contamination studies