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Integrating machine learning and data analytics for geostatistical characterization of clastic reservoirs

Watheq J. Al‐Mudhafar

2020Journal of Petroleum Science and Engineering64 citationsDOI

Topics & Concepts

FaciesPetrophysicsWell loggingMultivariate statisticsGeologyUnivariateReservoir modelingMultivariate adaptive regression splinesMachine learningPetroleum engineeringRegression analysisGeomorphologyGeotechnical engineeringComputer sciencePorosityBayesian multivariate linear regressionStructural basinHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingHydraulic Fracturing and Reservoir Analysis
Integrating machine learning and data analytics for geostatistical characterization of clastic reservoirs | Litcius