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Shale content prediction of well logs based on CNN-BiGRU-VAE neural network

Haoyu Zhang, Wensheng Wu

2023Journal of Earth System Science11 citationsDOI

Topics & Concepts

Oil shaleMean squared errorMean absolute percentage errorContent (measure theory)GeologyWell loggingArtificial neural networkApproximation errorWater contentSoil scienceMineralogyMathematicsArtificial intelligenceStatisticsPetroleum engineeringComputer scienceGeotechnical engineeringMathematical analysisPaleontologyHydrocarbon exploration and reservoir analysisDrilling and Well EngineeringSeismic Imaging and Inversion Techniques
Shale content prediction of well logs based on CNN-BiGRU-VAE neural network | Litcius