ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Decoding Interfacial Polymerization Through Steady Amine Delivery and Real-Time QCM-D Monitoring.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Interfacial polymerization (IP) is central to the fabrication of high-performance polyamide membranes, yet the microscopic reaction pathways governing film formation remain difficult to resolve due to the strongly coupled diffusion-reaction behavior at the organic-aqueous interfaces. Here, we develop a tailored IP platform in which a solid-state piperazine source delivers amine monomers at a constant dissolution flux, thereby decoupling monomer diffusion from polymerization. Combined with in situ quartz crystal microbalance with dissipation monitoring, this system enables real‑time tracking of polyamide formation on the organic side of the reaction front. The frequency-dissipation response resolves three kinetic regimes: pre-gelation oligomerization, post-gelation aggregation, and diffusion-limited growth accompanied by late-stage densification. By systematically tuning the interfacial functional-group ratio, we reveal that the initial stoichiometry governs gelation time, nascent-network permeability, and subsequent film stiffening, which collectively determine the structure of the final polyamide selective film. Consequently, controlling interfacial reaction conditions enables systematic tuning of the membrane molecular weight cutoff, surface charge, and ion selectivity. This work provides a kinetic map of interfacial polymerization that connects monomer stoichiometry, film-formation pathways, and membrane structure, offering a mechanistic basis for rationally controlling polyamide membrane formation.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.