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Prediction of total organic carbon at Rumaila oil field, Southern Iraq using conventional well logs and machine learning algorithms

Amna M. Handhal, Alaa M. Al-Abadi, Hussein E. Chafeet, Maher J. Ismail

2020Marine and Petroleum Geology86 citationsDOI

Topics & Concepts

CoringMean squared errorBackpropagationSupport vector machineWell loggingTotal organic carbonAlgorithmSoil scienceArtificial intelligenceGeologyArtificial neural networkMachine learningStatisticsMathematicsDrillingPetroleum engineeringComputer scienceEngineeringChemistryEnvironmental chemistryMechanical engineeringHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingNMR spectroscopy and applications
Prediction of total organic carbon at Rumaila oil field, Southern Iraq using conventional well logs and machine learning algorithms | Litcius