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A data-driven model for predicting initial productivity of offshore directional well based on the physical constrained eXtreme gradient boosting (XGBoost) trees

Yintao Dong, Ling Qiu, Chuan Lü, Laiming Song, Zupeng Ding, Yang Yu, Guanzhong Chen

2022Journal of Petroleum Science and Engineering37 citationsDOI

Topics & Concepts

Productivity modelProductivityComputer scienceMathematical optimizationPetroleum engineeringEconometricsData miningEngineeringMathematicsTotal factor productivityMacroeconomicsEconomicsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering
A data-driven model for predicting initial productivity of offshore directional well based on the physical constrained eXtreme gradient boosting (XGBoost) trees | Litcius