Litcius/Paper detail

Estimating permeability impairment due to asphaltene deposition during the natural oil depletion process using machine learning techniques

Abdollah Davoudi, Azim Kalantariasl, Rafat Parsaei, Hossein Parsaei

2023Geoenergy Science and Engineering14 citationsDOI

Topics & Concepts

AsphaltenePermeability (electromagnetism)HyperparameterMean squared errorPetroleum engineeringPorosityPetroleumRandom forestGradient boostingEnvironmental scienceSoil scienceArtificial intelligenceMachine learningMaterials scienceMathematicsGeologyComputer scienceStatisticsChemistryChemical engineeringGeotechnical engineeringEngineeringMembraneBiochemistryPaleontologyPetroleum Processing and AnalysisEnhanced Oil Recovery TechniquesHydrocarbon exploration and reservoir analysis
Estimating permeability impairment due to asphaltene deposition during the natural oil depletion process using machine learning techniques | Litcius