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Data-driven estimation for permeability of simplex pore-throat reservoirs via an improved light gradient boosting machine: A demonstration of sand-mud profile, Ordos Basin, northern China

Yufeng Gu, Yang Yang, Yinshan Gao, Shiliang Yan, Daoyong Zhang, Chen Zhang

2022Journal of Petroleum Science and Engineering20 citationsDOI

Topics & Concepts

Support vector machinePermeability (electromagnetism)Gradient boostingArtificial intelligenceBig dataComputer scienceRobustness (evolution)Machine learningGeologyData miningPattern recognition (psychology)Random forestMembraneBiologyGeneChemistryBiochemistryGeneticsHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisGeoscience and Mining Technology
Data-driven estimation for permeability of simplex pore-throat reservoirs via an improved light gradient boosting machine: A demonstration of sand-mud profile, Ordos Basin, northern China | Litcius