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Machine learning approaches for formation matrix volume prediction from well logs: Insights and lessons learned

Pamidi Venkata Durga Kannaiah, Neetish Kumar Maurya

2023Geoenergy Science and Engineering27 citationsDOI

Topics & Concepts

Random forestComputer scienceSupport vector machinePetrophysicsArtificial neural networkArtificial intelligenceGradient boostingData miningMachine learningWell loggingBoosting (machine learning)HyperparameterGeologyPorosityPetroleum engineeringGeotechnical engineeringHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisGeochemistry and Geologic Mapping
Machine learning approaches for formation matrix volume prediction from well logs: Insights and lessons learned | Litcius