A novel custom ensemble learning model for an improved reservoir permeability and water saturation prediction
Daniel Asante Otchere, Tarek Omar Arbi Ganat, Raoof Gholami, Mutari Lawal
Topics & Concepts
PetrophysicsEnsemble learningWirelineComputer scienceData miningRandom forestGradient boostingReservoir modelingBoosting (machine learning)Ensemble forecastingMachine learningReservoir simulationWell loggingReservoir engineeringArtificial intelligencePetroleum engineeringEngineeringGeologyGeotechnical engineeringPaleontologyWirelessPetroleumPorosityTelecommunicationsHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation Methods