Modeling of methane and carbon dioxide sorption capacity in tight reservoirs using Machine learning techniques
Mohsen Tavakolian, Reza Najafi-Silab, Shengnan Chen, Apostolos Kantzas
Topics & Concepts
SorptionMethaneOil shaleHyperparameterMean squared errorShale gasPetroleum engineeringEnvironmental scienceSoil scienceWork (physics)Empirical modellingComputer scienceMachine learningChemistryMathematicsGeologySimulationStatisticsWaste managementEngineeringAdsorptionMechanical engineeringOrganic chemistryHydrocarbon exploration and reservoir analysisCoal Properties and UtilizationAtmospheric and Environmental Gas Dynamics