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Porosity Prediction from Well Logs Using Back Propagation Neural Network Optimized by Genetic Algorithm in One Heterogeneous Oil Reservoirs of Ordos Basin, China

Lin Chen, Weibing Lin, Ping Chen, Shu Jiang, Lu Liu, Haiyan Hu

2021Journal of Earth Science34 citationsDOI

Topics & Concepts

Artificial neural networkPorosityWell loggingGenetic algorithmApproximation errorGeologyReservoir modelingAlgorithmPetroleum engineeringComputer scienceGeotechnical engineeringMachine learningHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisEnhanced Oil Recovery Techniques
Porosity Prediction from Well Logs Using Back Propagation Neural Network Optimized by Genetic Algorithm in One Heterogeneous Oil Reservoirs of Ordos Basin, China | Litcius