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Prediction of gas-liquid two-phase choke flow using Gaussian process regression

Youshi Jiang, Jing Jia, Yongming Li, Yan Kou, Shaolin Sun

2021Flow Measurement and Instrumentation41 citationsDOI

Topics & Concepts

WellheadChokeSupport vector machinePetroleum engineeringArtificial neural networkGround-penetrating radarExponential functionKrigingGaussian functionComputer scienceGeologyGaussianEngineeringMathematicsMachine learningChemistryRadarTelecommunicationsElectrical engineeringMathematical analysisComputational chemistryHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation MethodsFlow Measurement and Analysis
Prediction of gas-liquid two-phase choke flow using Gaussian process regression | Litcius