Machine learning reveals key ion selectivity mechanisms in polymeric membranes with subnanometer pores
Cody L. Ritt, Mingjie Liu, Tuan Anh Pham, Razi Epsztein, Heather J. Kulik, Menachem Elimelech
Abstract
, despite the relatively uncharged state of cellulose acetate. Our work presents an approach for studying ion transport across nanoporous membranes that could enable the design of ion-selective membranes.
Topics & Concepts
MembraneSelectivityKey (lock)IonNanotechnologyMaterials scienceChemistryBiophysicsComputer scienceBiochemistryBiologyOrganic chemistryComputer securityCatalysisFuel Cells and Related MaterialsNanopore and Nanochannel Transport StudiesMembrane-based Ion Separation Techniques