Open AccessMachine learning reveals key ion selectivity mechanisms in polymeric membranes with subnanometer pores
Author(s) -
Cody L. Ritt,
Mingjie Liu,
Tuan Anh Pham,
Razi Epsztein,
Heather J. Kulik,
Menachem Elimelech
Publication year - 2022
Publication title -
science advances
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.928
H-Index - 146
ISSN - 2375-2548
DOI - 10.1126/sciadv.abl5771
Subject(s) - membrane , selectivity , key (lock) , ion , nanotechnology , materials science , chemistry , biophysics , computer science , biochemistry , biology , organic chemistry , computer security , catalysis
Machine learning unveils molecular transport mechanisms obscured by entropy-enthalpy compensation in polymeric membranes.