Evidence map›Paper›PMID 41477844›Full record

ArticleScience advances2026

Hysteresis-free and dynamically resilient strain sensor enabled by interfacial coordination.

Jiang He, Jiaoya Huang, Rongrong Li, Ziyu Chen, Zemin Li, Runhui Zhou, Siyuan Wang, Wenchao Gao, Chuan Fei Guo, Rongrong Bao and 1 more

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Two-Dimensional Flash Memory: Materials, Interfaces, and Storage-Computing Convergence.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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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

11 authors.

Jiang HeInstitute of Atomic Manufacturing, Beihang University, Beijing 100191, P. R. China.ORCID 0000-0002-8083-9062
Jiaoya HuangDepartment of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China.ORCID 0009-0008-6693-3774
Rongrong LiSchool of Physical Science, University of Chinese Academy of Sciences, Beijing 101408, China.
Ziyu ChenInstitute of Atomic Manufacturing, Beihang University, Beijing 100191, P. R. China.
Zemin LiBeijing Institute of Nanoenergy and Nanosystems, Chinese Academy of Sciences, Beijing 101400, P. R. China.
Runhui ZhouInstitute of Atomic Manufacturing, Beihang University, Beijing 100191, P. R. China.
Siyuan WangBeijing Institute of Nanoenergy and Nanosystems, Chinese Academy of Sciences, Beijing 101400, P. R. China.
Wenchao GaoBeijing Institute of Nanoenergy and Nanosystems, Chinese Academy of Sciences, Beijing 101400, P. R. China.ORCID 0000-0002-6706-4477
Chuan Fei GuoDepartment of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China.ORCID 0000-0003-4513-3117
Rongrong BaoInstitute of Atomic Manufacturing, Beihang University, Beijing 100191, P. R. China.ORCID 0000-0003-1145-6882
Caofeng PanInstitute of Atomic Manufacturing, Beihang University, Beijing 100191, P. R. China.ORCID 0000-0001-6327-9692

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mechanical hysteresis in soft materials remains a fundamental barrier to achieving accurate, high-speed strain sensing, especially under large and dynamic deformation. Here, we report a hysteresis-free strain sensor enabled by an interfacial coordination strategy, which integrates intrinsically stretchable dual-network universal bonding materials to establish robust adhesion between hyperelastic and hydrogel-dielectric hybrid systems. This architecture simultaneously enhances the elastic rebound stiffness of the composite and suppresses interfacial slippage, leading to a notable reduction in system-level hysteresis. A strain rate-dependent evaluation framework is proposed to systematically quantify dynamic hysteresis variability. The resulting sensor exhibits outstanding performance under extreme mechanical conditions, including 100% peak strain and strain rates up to 50% per second, maintaining a failure range below 1%. Moreover, the sensor demonstrates high linearity [coefficient of determination (

Identifiers

PMID41477844
PMCPMC12757069

What Socratic holds

Textmetadata
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 Socratic graph.