Improved model development and feature ranking for rock permeability prediction by coupling petrophysical log data and ensemble machine learning techniques
Mohammad Islam Miah, Mohammed Adnan Noor Abir, Md. Ashiqul Islam Shuvo
Topics & Concepts
PetrophysicsReservoir modelingPermeability (electromagnetism)Gradient boostingPetroleum reservoirSupport vector machineMachine learningEnsemble learningGeologyArtificial intelligenceComputer sciencePetroleum engineeringRandom forestGeotechnical engineeringPorosityMembraneBiologyGeneticsHydrocarbon exploration and reservoir analysisHydraulic Fracturing and Reservoir AnalysisNMR spectroscopy and applications