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Multiple machine learning models in estimating viscosity of crude oil: Comparisons and optimization for reservoir simulation

Peng Sun, Shaowei Huo, Taohua He

2023Journal of Molecular Liquids16 citationsDOI

Topics & Concepts

Support vector machineViscosityOil viscosityMean squared errorGradient boostingCrude oilPetroleum engineeringComputer sciencePredictive modellingMachine learningRandom forestMathematicsStatisticsEngineeringMaterials scienceComposite materialPetroleum Processing and AnalysisEnhanced Oil Recovery TechniquesHydrocarbon exploration and reservoir analysis
Multiple machine learning models in estimating viscosity of crude oil: Comparisons and optimization for reservoir simulation | Litcius