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A new approach for porosity and permeability prediction from well logs using artificial neural network and curve fitting techniques: A case study of Niger Delta, Nigeria

Job G. Urang, Ebong D. Ebong, Anthony E. Akpan, Emmanuel I. Akaerue

2020Journal of Applied Geophysics61 citationsDOI

Topics & Concepts

Artificial neural networkPorosityNormalization (sociology)Permeability (electromagnetism)Mean squared errorMathematicsLinear regressionMultilayer perceptronBiological systemAlgorithmArtificial intelligenceComputer scienceStatisticsEngineeringGeotechnical engineeringChemistryMembraneAnthropologySociologyBiochemistryBiologyReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis
A new approach for porosity and permeability prediction from well logs using artificial neural network and curve fitting techniques: A case study of Niger Delta, Nigeria | Litcius