Evidence map›Paper›PMID 40650445›Full record

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

Ultra-High Friction and Adhesion in Hydrogel Layer Driven by Wet-to-Dry Transition Dynamics.

Chenxu Liu, Tianhui Sun, Wenqing Chen, Hongjian Zhang, Pan Huang, Lin Yang, Yuan Yao, Qiongyao Peng, Ying Hu, Yonggang Meng and 2 more

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

12 authors.

Chenxu LiuDepartment of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 1H9, Canada.
Tianhui SunState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084, China.
Wenqing ChenState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084, China.
Hongjian ZhangDepartment of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 1H9, Canada.
Pan HuangDepartment of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 1H9, Canada.
Lin YangDepartment of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 1H9, Canada.
Yuan YaoDepartment of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 1H9, Canada.
Qiongyao PengDepartment of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 1H9, Canada.
Ying HuHeavy Machinery Engineering Research Center of Education Ministry, Taiyuan University of Science and Technology, Taiyuan, 030024, China.
Yonggang MengState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084, China.
Yu TianState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, 100084, China.
Hongbo ZengDepartment of Chemical and Materials Engineering, University of Alberta, Edmonton, T6G 1H9, Canada.ORCID https://orcid.org/0000-0002-1432-5979

Funding

Canada Research ChairsNatural Sciences and Engineering Research Council of Canada
6 · The paper itself

Abstract

Hydrogels are well-known for their antifriction and lubricating properties, particularly in hydrated environments, where their water-rich polymer networks enable effective friction reduction. However, during the wet-to-dry transition, a critical phase is identified during which the microstructures of a polyacrylamide hydrogel layer undergo volumetric shrinkage, leading to extensive interfacial contact and enhanced intermolecular interactions at solid interfaces. This process leads to a sharp increase in friction and adhesion forces. Sliding friction tests show that under a 2 mN load, the shear force peaked at 115 mN, corresponding to a remarkably high friction coefficient of 57.5. By leveraging this wet-to-dry transition, strong object gripping is successfully achieved across a range of surfaces. Notably, the hydrogel layer exhibits a high adhesion strength of 3.48 MPa on glass and 3.64 MPa on Si substrates. These findings offer new insights into hydrogel active gripping technologies and provide promising implications for soft robotics and adhesive interfaces.

Indexed as

dehydrationfrictionhydrogel layer, shrinkageultra‐strong adhesion

Identifiers

PMID40650445
PMCPMC13042388

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.