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A Review of Data-Driven Machine Learning Applications in Reservoir Petrophysics

Abubakar Isah, Zeeshan Tariq, Ayyaz Mustafa, Mohamed Mahmoud, Esuru Rita Okoroafor

2025Arabian Journal for Science and Engineering12 citationsDOI

Topics & Concepts

PetrophysicsPetroleum engineeringReservoir computingComputer scienceGeologyMachine learningGeotechnical engineeringArtificial neural networkPorosityRecurrent neural networkHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisCO2 Sequestration and Geologic Interactions
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