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Xin Tong

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#diffusion models Sep 2026

Data-Driven Molecular Design of TFC Membrane Monomers with Reduced PFAS Affinity

Abstract Per- and polyfluoroalkyl substances (PFAS) are persistent aquatic contaminants that challenge nanofiltration (NF) and reverse osmosis (RO) treatment, particularly when trace-level permeation compromises water-quality goals. Beyond steric and electrostatic exclusion, PFAS transport through thin-film composite (...

Yangyang Wu, Shuoshi Liu, Xin Tong · 0 citations

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