A novel hybrid CNN–SVM method for lithology identification in shale reservoirs based on logging measurements
Zhijun Li, Shaogui Deng, Yuzhen Hong, Zhoutuo Wei, Lianyun Cai
Topics & Concepts
LithologyGeologySupport vector machineIdentification (biology)Oil shaleInterpretabilityReceiver operating characteristicWell loggingPattern recognition (psychology)PetrologyArtificial intelligenceComputer scienceMachine learningPetroleum engineeringPaleontologyBiologyBotanyHydrocarbon exploration and reservoir analysisSeismic Imaging and Inversion TechniquesGeochemistry and Geologic Mapping