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Advanced machine learning for missing petrophysical property imputation applied to improve the characterization of carbonate reservoirs

Hussein B. Abdulkhaleq, Khalil A. Khalil, Watheq J. Al‐Mudhafar, David A. Wood

2024Geoenergy Science and Engineering12 citationsDOI

Topics & Concepts

PetrophysicsImputation (statistics)CarbonateMissing dataGeologyReservoir modelingMachine learningComputer sciencePetroleum engineeringGeotechnical engineeringMaterials scienceMetallurgyPorosityHydrocarbon exploration and reservoir analysisNMR spectroscopy and applicationsReservoir Engineering and Simulation Methods
Advanced machine learning for missing petrophysical property imputation applied to improve the characterization of carbonate reservoirs | Litcius