Evidence map›Paper›PMID 42811514›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Decoding Interfacial Polymerization Through Steady Amine Delivery and Real-Time QCM-D Monitoring.

Yu Fang, Yu-Ren Xue, Cheng-Ye Zhu, Hong-Qing Liang, Zhi-Kang Xu

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Yu FangMOE Key Lab of Macromolecular Synthesis and Functionalization, and Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou, China.
Yu-Ren XueMOE Key Lab of Macromolecular Synthesis and Functionalization, and Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou, China.
Cheng-Ye ZhuMOE Key Lab of Macromolecular Synthesis and Functionalization, and Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou, China.
Hong-Qing LiangMOE Key Lab of Macromolecular Synthesis and Functionalization, and Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou, China.ORCID https://orcid.org/0000-0002-5239-5345
Zhi-Kang XuMOE Key Lab of Macromolecular Synthesis and Functionalization, and Zhejiang Key Laboratory of Advanced Organic Materials and Technologies, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou, China.ORCID https://orcid.org/0000-0002-2261-7162

Funding

Fundamental Research Funds for the Central Universities 226-2024-00074National Natural Science Foundation of China 22135006Zhejiang University
6 · The paper itself

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

interfacial polymerizationinterfacial stoichiometrypolyamide membranes formationpolymerization kineticsquartz crystal microbalance with dissipation

Identifiers

PMID42811514
PMCPMC13624326

What OpenQuestion holds

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Registered trials

None linked

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.