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Enhancing shale gas EUR predictions with TPE optimized SMOGN: A comparative study of machine learning algorithms in the marcellus shale with an imbalanced dataset

Yildirim Kocoglu, Sheldon Gorell, Hossein Emadi, Athar Hussain, Farshad Bolouri, Phillip McElroy, Marshal Wigwe

2024Gas Science and Engineering19 citationsDOI

Topics & Concepts

Shale gasOil shalePetroleum engineeringAlgorithmMachine learningArtificial intelligenceGeologyComputer sciencePaleontologyHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation Methods
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