“…On the experimental front, delving into operando analytical techniques, including the electrochemical quartz crystal microbalance, spectroscopy, , and neutron reflectivity, , will provide valuable insights into elucidating the solvation effect, transient ion retention, structural changes of polymer films, surface interaction, and binding affinity. Beyond experimental interpretation, multiscale modeling of physicochemical interactions between target species and functional groups has been studied to understand selectivity and stability. , Density functional theory (DFT) and molecular dynamic (MD) simulations are two primary computational tools to deconvolute molecular interactions and binding mechanisms at the molecular level, , while numerical simulations through COMSOL and the response surface model elucidate the influence of operating parameters on the performance. − We believe that the multidisciplinary combination of molecular simulations and operando analytical techniques for interfacial interrogation can greatly contribute to achieving a comprehensive understanding of separation performance and eventually predictive control over polymer structures and their function.…”