A fast method to infer Nuclear Magnetic Resonance based effective porosity in carbonate rocks using machine learning techniques
Zeeshan Tariq, Manojkumar Gudala, Bicheng Yan, Shuyu Sun, Mohamed Mahmoud
Topics & Concepts
PorosityRandom forestWell loggingMineralogyCarbonate rockPetrophysicsBoosting (machine learning)Artificial neural networkEffective porosityGeologyDolomiteAdaBoostCarbonateArtificial intelligenceMachine learningAlgorithmComputer scienceClassifier (UML)Materials scienceGeotechnical engineeringPetroleum engineeringMetallurgyNMR spectroscopy and applicationsHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir Analysis