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An optimized XGBoost method for predicting reservoir porosity using petrophysical logs

Shaowei Pan, Zechen Zheng, Zhi Guo, Haining Luo

2021Journal of Petroleum Science and Engineering272 citationsDOI

Topics & Concepts

Hyperparameter optimizationHyperparameterSupport vector machineGenetic algorithmMathematicsTest setAlgorithmComputer scienceStatisticsMathematical optimizationArtificial intelligenceHydrocarbon exploration and reservoir analysisEnhanced Oil Recovery TechniquesHydraulic Fracturing and Reservoir Analysis
An optimized XGBoost method for predicting reservoir porosity using petrophysical logs | Litcius