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Enhanced Lithology Classification Using an Interpretable SHAP Model Integrating Semi-Supervised Contrastive Learning and Transformer with Well Logging Data

Youzhuang Sun, Shanchen Pang, Hengxiao Li, Sibo Qiao, Yongan Zhang

2025Natural Resources Research20 citationsDOI

Topics & Concepts

LoggingTransformerArtificial intelligenceComputer scienceMachine learningForestryEngineeringGeographyVoltageElectrical engineeringDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisMineral Processing and Grinding
Enhanced Lithology Classification Using an Interpretable SHAP Model Integrating Semi-Supervised Contrastive Learning and Transformer with Well Logging Data | Litcius