Improving permeability prediction in carbonate reservoirs through gradient boosting hyperparameter tuning
Mohammed A. Abbas, Watheq J. Al‐Mudhafar, David A. Wood
Topics & Concepts
HyperparameterBoosting (machine learning)CarbonateGradient boostingPermeability (electromagnetism)Petroleum engineeringGeologyComputer scienceMachine learningChemistryRandom forestMembraneOrganic chemistryBiochemistryHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis