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Precise prediction of CO2 separation performance of metal–organic framework mixed matrix membranes based on feature selection and machine learning

Lei Yao, Zengzeng Zhang, Yong Li, Jinxuan Zhuo, Zhe Chen, Zhidong Lin, Harry Liu, Zhenjian Yao, Zhenjian Yao

2024Separation and Purification Technology34 citationsDOI

Topics & Concepts

Feature selectionFeature (linguistics)Artificial neural networkMembraneMetal-organic frameworkMatrix (chemical analysis)Artificial intelligenceComputer sciencePolymerFilter (signal processing)Encoding (memory)Process engineeringMachine learningMaterials scienceEngineeringChemistryOrganic chemistryComputer visionAdsorptionLinguisticsBiochemistryComposite materialPhilosophyMembrane Separation and Gas TransportMetal-Organic Frameworks: Synthesis and ApplicationsCarbon dioxide utilization in catalysis
Precise prediction of CO2 separation performance of metal–organic framework mixed matrix membranes based on feature selection and machine learning | Litcius