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Deep learning reservoir porosity prediction method based on a spatiotemporal convolution bi-directional long short-term memory neural network model

Jun Wang, Junxing Cao, Shan Yuan

2021Geomechanics for Energy and the Environment24 citationsDOI

Topics & Concepts

PetrophysicsConvolutional neural networkArtificial neural networkComputer sciencePreprocessorBenchmark (surveying)Data pre-processingData miningStability (learning theory)Artificial intelligenceNetwork modelWell loggingPattern recognition (psychology)PorosityMachine learningEngineeringGeologyGeotechnical engineeringPetroleum engineeringGeodesyHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisEnhanced Oil Recovery Techniques
Deep learning reservoir porosity prediction method based on a spatiotemporal convolution bi-directional long short-term memory neural network model | Litcius