An intelligent approach for reservoir quality evaluation in tight sandstone reservoir using gradient boosting decision tree algorithm - A case study of the Yanchang Formation, mid-eastern Ordos Basin, China
Jingjing Liu, Jianchao Liu
Topics & Concepts
Decision treeFaciesPetrophysicsGeologyAlgorithmRandom forestReservoir modelingArtificial neural networkArtificial intelligenceDiagenesisGradient boostingBoosting (machine learning)PetrologyMachine learningComputer scienceStructural basinPetroleum engineeringPorosityGeomorphologyMineralogyGeotechnical engineeringHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisGeochemistry and Geologic Mapping