Synthetic well log modeling with light gradient boosting machine for Assam-Arakan Basin, India
Indrajeet Kumar, Bineet Kumar Tripathi, Anugrah Singh
Topics & Concepts
Gradient boostingWirelineAlgorithmBoosting (machine learning)Mean squared errorRandom forestPetrophysicsWell loggingComputer scienceMachine learningArtificial intelligenceReservoir modelingData miningMathematicsStatisticsPorosityGeologyPetroleum engineeringGeotechnical engineeringWirelessTelecommunicationsReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis