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Acoustic impedance and lithology-based reservoir porosity analysis using predictive machine learning algorithms

Obed Kweku Agbadze, Qiang Cao, Jiaren Ye

2021Journal of Petroleum Science and Engineering36 citationsDOI

Topics & Concepts

Artificial neural networkPorosityRandom forestMachine learningMean squared errorAcoustic impedanceGeneralizationArtificial intelligenceAlgorithmLithologyDecision treeComputer scienceElectrical impedanceGeologyMathematicsStatisticsEngineeringPetrologyGeotechnical engineeringElectrical engineeringMathematical analysisHydraulic Fracturing and Reservoir AnalysisSeismic Imaging and Inversion TechniquesDrilling and Well Engineering
Acoustic impedance and lithology-based reservoir porosity analysis using predictive machine learning algorithms | Litcius