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Pore pressure prediction assisted by machine learning models combined with interpretations: A case study of an HTHP gas field, Yinggehai Basin

Xiaobo Zhao, Xiaojun Chen, Zhangjian Lan, Xinguang Wang, Guangqing Yao

2023Geoenergy Science and Engineering12 citationsDOI

Topics & Concepts

Decision treeArtificial intelligenceMachine learningBoosting (machine learning)Gradient boostingComputer scienceMean squared errorGeologyRandom forestPetroleum engineeringMathematicsStatisticsHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering
Pore pressure prediction assisted by machine learning models combined with interpretations: A case study of an HTHP gas field, Yinggehai Basin | Litcius