Evidence map›Paper›PMID 41677378›Full record

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

Wavy-Interlocked Stretchable Triboelectric Nanogenerators Enhanced by Liquid Metal Microflowers for Self-Powered Wearable Motion Monitoring.

Qianqian Xu, Huimin Li, Hanmin Zeng, Yahui Meng, Yimeng He, Xinke Hu, Senfeng Zhao, Jianxun Zhang, Peiqiong Zhou, Kechao Zhou and 3 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. 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

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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

13 authors.

Qianqian XuState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Huimin LiState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Hanmin ZengState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Yahui MengState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Yimeng HeState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Xinke HuState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Senfeng ZhaoHunan Provincial Key Laboratory of Micro & Nano Materials Interface Science, College of Chemistry and Chemical Engineering, Central South University, Changsha, Hunan, China.
Jianxun ZhangState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Peiqiong ZhouState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Kechao ZhouState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Dou ZhangState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.
Chris BowenDepartment of Mechanical Engineering, University of Bath, Bath, UK.ORCID https://orcid.org/0000-0002-5880-9131
Yan ZhangState Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.

Funding

China and Science and Technology Research and Development Program Project of China Railway Group Limited 2023-Major-20Hong Kong Scholars Program XJ2025052Hundred Youth Talents Program of HunanOverseas Talent Introduction Project of ChinaState Key Laboratory of Powder MetallurgyXiaomi talent program
6 · The paper itself

Abstract

The increasing demand for sustainable, stretchable power sources in wearable electronics has driven the development of high-performance triboelectric nanogenerators (TENGs). Despite significant progress, stretchable TENGs continue to encounter critical challenges, including insufficient charge density, unstable output performance, and degraded durability when subject to large levels of deformation, which hinder their integration into high-performance flexible wearable systems. In this work, we construct a stretchable TENG by fabricating an interlocking wavy architecture using electrically conductive eutectic gallium-indium microflowers (EGaIn MFs) embedded into optimized dielectric membranes based on poly(vinylidene fluoride-trifluoroethylene) (PVDF-TrFE) and Nylon-6 nanofibers. The multi-petaled, wrinkled microflower morphology of the resulting structure is shown to increase the specific surface area and hierarchical roughness. The electron-rich properties of the EGaIn MFs promote the formation of the β-phase in PVDF-TrFE and the γ-phase in Nylon-6, and also act as localized electrically conductive "islands" which reduce the equivalent dielectric thickness and increase the overall capacitance. Based on using membranes with an optimized EGaIn MF loading level, the triboelectric layers were patterned into an interlocked wavy architecture, which expanded the effective contact area and provided a high level of stretchability. The fabricated stretchable TENG with a 30° corrugation angle exhibited a 60% tensile strain, a peak output of 188.6 V and 31.1 µA, and a sensitivity of 3.38 V per unit strain and 0.51 µA per unit strain, respectively. Finally, the device was successfully used for real-time gesture recognition, demonstrating its potential for self-powered wearable sensing and intelligent human-machine interfaces.

Indexed as

liquid metalmotion monitoringself‐powered sensortriboelectric nanogenerators

Identifiers

PMID41677378
PMCPMC13325643

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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.