Machine learning and molecular fingerprint screening of high-performance 2D/3D MOF membranes for Kr/Xe separation
Qiuhong Huang, Xueying Yuan, Lifeng Li, Yaling Yan, Xiao Yang, Wei Wang, Yu Chen, Hong Liang, Hanyu Gao, Yufang Wu, Zhiwei Qiao
Topics & Concepts
MembraneSeparation (statistics)Support vector machineBoosting (machine learning)UnivariateGas separationRandom forestComputationMetal-organic frameworkChemistryDecision treeArtificial intelligenceAnalytical Chemistry (journal)Computer scienceAlgorithmMaterials scienceMachine learningChromatographyMultivariate statisticsPhysical chemistryAdsorptionBiochemistryMetal-Organic Frameworks: Synthesis and ApplicationsChemical Synthesis and CharacterizationMembrane Separation and Gas Transport