A physics-guided eXtreme gradient boosting model for predicting the initial productivity of oil wells
Yintao Dong, Laiming Song, Qianhui Zhao, Zupeng Ding, Ling Qiu, Chuan Lü, Guanzhong Chen
Topics & Concepts
HyperparameterNonlinear systemMathematical optimizationHyperparameter optimizationMean squared errorRobustness (evolution)Computer scienceMathematicsAlgorithmArtificial intelligenceMachine learningStatisticsSupport vector machinePhysicsGeneBiochemistryQuantum mechanicsChemistryReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques