Litcius/Paper detail

Application of ensemble machine learning methods for kerogen type estimation from petrophysical well logs

Majid Safaei-Farouji, Ali Kadkhodaie

2021Journal of Petroleum Science and Engineering41 citationsDOI

Topics & Concepts

Mean squared errorSupport vector machineArtificial neural networkArtificial intelligencePetrophysicsPerceptronMachine learningCorrelation coefficientStatisticsMathematicsComputer scienceAlgorithmEngineeringGeotechnical engineeringPorosityHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingNMR spectroscopy and applications