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Interpretable SHAP Model Combining Meta-learning and Vision Transformer for Lithology Classification Using Limited and Unbalanced Drilling Data in Well Logging

Youzhuang Sun, Shanchen Pang, Zhiyuan Zhao, Yong-An Zhang

2024Natural Resources Research21 citationsDOI

Topics & Concepts

LoggingLithologyDrillingGeologyLogging while drillingMachine learningArtificial intelligencePetroleum engineeringMining engineeringComputer scienceEngineeringPetrologyForestryGeographyMechanical engineeringDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisMineral Processing and Grinding
Interpretable SHAP Model Combining Meta-learning and Vision Transformer for Lithology Classification Using Limited and Unbalanced Drilling Data in Well Logging | Litcius