Uncertainty quantification of reservoir performance using machine learning algorithms and structured expert judgment
Mohammad Fathy, Foojan Kazemzadeh Haghighi, Mohammad Ahmadi
Topics & Concepts
Uncertainty quantificationSampling (signal processing)Computer scienceMarkov chain Monte CarloMonte Carlo methodReservoir simulationQuantileBayes' theoremPosterior probabilityMachine learningConvergence (economics)AlgorithmArtificial intelligenceBayesian probabilityData miningStatisticsEngineeringMathematicsPetroleum engineeringFilter (signal processing)Economic growthComputer visionEconomicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisEnhanced Oil Recovery Techniques