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Characterization of lacustrine shale oil reservoirs based on a hybrid deep learning model: A data-driven approach to predict lithofacies, vitrinite reflectance, and TOC

Bo Liu, Y. Ma, Qamar Yasin, David A. Wood, Mengdi Sun, Shuo Gao, Yunfeng Bai

2025Marine and Petroleum Geology12 citationsDOI

Topics & Concepts

GeologyOil shaleVitrinite reflectanceReflectivityGeochemistryVitriniteReservoir modelingPetrologyMineralogyPetroleum engineeringSedimentary rockSource rockGeomorphologyPaleontologyStructural basinPhysicsOpticsHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingHydraulic Fracturing and Reservoir Analysis
Characterization of lacustrine shale oil reservoirs based on a hybrid deep learning model: A data-driven approach to predict lithofacies, vitrinite reflectance, and TOC | Litcius