Evidence map›Paper›PMID 42274034›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Constructing Continuous Interlayer Hydrogen-Bond Network in Nanofluidic Clay Membranes for Fast Cation Conduction and Anti-Swelling Osmotic Energy Generators.

Jiadong Tang, Qianqian Zhang, Mengwei Zhang, Bing Liu, Chengze Lu, Yuhong Jin, Quan-Fu An

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

7 authors.

Jiadong TangBeijing Key Laboratory For Green Catalysis and Separation, State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.
Qianqian ZhangBeijing Key Laboratory For Green Catalysis and Separation, State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.ORCID https://orcid.org/0000-0003-1569-0350
Mengwei ZhangBeijing Key Laboratory For Green Catalysis and Separation, State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.
Bing LiuBeijing Key Laboratory For Green Catalysis and Separation, State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.
Chengze LuBeijing Key Laboratory For Green Catalysis and Separation, State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.
Yuhong JinBeijing Key Laboratory For Green Catalysis and Separation, State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.ORCID https://orcid.org/0000-0002-6224-7143
Quan-Fu AnBeijing Key Laboratory For Green Catalysis and Separation, State Key Laboratory of Materials Low-Carbon Recycling, College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.ORCID https://orcid.org/0000-0002-6574-9368

Funding

National Natural Science Foundation of China 22125801National Natural Science Foundation of China 52473249Natural Science Foundation of Beijing Municipality 25JL002
6 · The paper itself

Abstract

Two-dimensional clay nanofluidic membranes hold great promise for harvesting sustainable osmotic energy, yet their practical application is constrained by two core challenges. (1) The inherently tortuous and inefficient ion transport pathways within stacked nanosheet structures limit cation flux, and (2) the severe swelling of interlayer nanochannels in aqueous environments impairs ion selectivity and long-term stability. To simultaneously tackle these challenges, we construct a continuous hydrogen-bond network within the interlayer of a lamellar membrane (CHM) via a sequential crosslinking strategy. This engineered network serves a dual function: (1) establishing low-energy barrier pathways to facilitate cation transport while (2) acting as a dynamic yet robust crosslinked matrix to anchor clay nanosheets for suppressing interlayer expansion. Experimental and theoretical results confirm that the negatively charged surface, in synergy with the hydrogen-bond network, enables selective and rapid cation transport. The ionic conductivity of in-plane transport reaches as high as 22 S m

Indexed as

2D nanofluidic membranesanti‐swellingclay materialshydrogen‐bond networkosmotic energy harvesting

Identifiers

PMID42274034
PMCPMC13361172

What OpenQuestion holds

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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.