Logging-data-driven permeability prediction in low-permeable sandstones based on machine learning with pattern visualization: A case study in Wenchang A Sag, Pearl River Mouth Basin
Xiaobo Zhao, Xiaojun Chen, Qiao Huang, Zhangjian Lan, Xinguang Wang, Guangqing Yao
Topics & Concepts
Gradient boostingDecision treePermeability (electromagnetism)Support vector machineLinear regressionRandom forestWell loggingArtificial neural networkMean squared errorRegressionCoefficient of determinationRegression analysisPolynomial regressionMachine learningGeologySoil scienceArtificial intelligenceComputer scienceMathematicsStatisticsPetroleum engineeringChemistryBiochemistryMembraneHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingGeoscience and Mining Technology