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Shale volume estimation using ANN, SVR, and RF algorithms compared with conventional methods

Fatemeh Mohammadinia, A.A. Ranjbar, Moein Kafi, Mahdi Shams, Farshad Haghighat, Mahdi Maleki

2023Journal of African Earth Sciences21 citationsDOI

Topics & Concepts

Oil shaleMean squared errorPetrophysicsVolume (thermodynamics)Support vector machineGeologyAlgorithmArtificial neural networkCorrelation coefficientWell loggingMineralogyPetroleum engineeringPorosityMathematicsGeotechnical engineeringStatisticsMachine learningComputer scienceThermodynamicsPhysicsPaleontologyHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingHydraulic Fracturing and Reservoir Analysis
Shale volume estimation using ANN, SVR, and RF algorithms compared with conventional methods | Litcius