Evidence map›Paper›PMID 41893273›Full record

ArticleMembranes2026

Synergistic Interfacial Design of Cation Exchange Membranes via Sequential Electro-Assembly for High-Efficiency Lithium Separation.

Zhibo Zhang, Geting Xu, Yangbo Qiu, Junbin Liao, Tong Mu, Wanji Zhou, Yunfang Gao, Jianquan Weng, Jiangnan Shen

Abstract read
In one paragraph

Article in Membranes, 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
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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

9 authors.

Zhibo ZhangCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.
Geting XuCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.
Yangbo QiuDepartment of Civil Engineering, The University of Hong Kong, Hong Kong SAR 999077, China.
Junbin LiaoCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.
Tong MuCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.
Wanji ZhouSalt Lake Chemical Engineering Research Complex, School of Chemical Engineering, Qinghai University, Xining 810016, China.
Yunfang GaoCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.
Jianquan WengCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.
Jiangnan ShenCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou 310014, China.ORCID 0000-0003-1384-6139

Funding

Construction project of National Engineering Research Center for Liquid Separation Membranes No.2024ZY01048Key Research and Development Program of Zhejiang Province No.2023C03141National Natural Science Foundation of China No.22008215Open Project of Salt Lake Chemical Engineering Research Complex, Qinghai University No.2025DXSSKFZ02
6 · The paper itself

Abstract

The industrial application of modified ion-exchange membranes is limited by complex, discontinuous ex-situ processes. This study introduces an in-situ electro-assembly strategy that enables the direct fabrication of a selective layer within an electrodialysis stack without disassembly. By utilizing a programmed current reversal to orchestrate the sequential deposition of polyethyleneimine (PEI), glutaraldehyde cross-linking, and polystyrene sulfonate (PSS) adsorption, we achieve meticulous interfacial engineering on a commercial cation exchange membrane. Comprehensive characterization confirms the successful construction of a hydrophilic, charge-tuned multilayer, which enhances ion transport kinetics and raises the limiting current density. This method culminates in a membrane with an exceptional Li

Indexed as

cation exchange membraneelectrodialysisin-situ modificationlithium–magnesium separationmonovalent selectivity

Identifiers

PMID41893273
PMCPMC13027606

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Registered trials

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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.