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TOC prediction using a gradient boosting decision tree method: A case study of shale reservoirs in Qinshui Basin

Haoyu Zhang, Wensheng Wu, Hao Wu

2022Geoenergy Science and Engineering46 citationsDOI

Topics & Concepts

Structural basinOil shaleDecision treePetroleum engineeringGradient boostingGeologyBoosting (machine learning)Environmental scienceRandom forestArtificial intelligenceComputer scienceGeomorphologyPaleontologyHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis
TOC prediction using a gradient boosting decision tree method: A case study of shale reservoirs in Qinshui Basin | Litcius