Evidence map›Paper›PMID 42104155›Full record

ArticleNano-micro letters2026

Sustainable Carbon Aerogels from Polyolefin Plastics for High-Linearity Bidirectional Strain Sensing.

Yang Yue, Hui Bi, Shiyu Zhang, Chen Luan, Zhangliu Tian, Dayong Ren, Fuqiang Huang

Abstract read
In one paragraph

Article in Nano-micro letters, 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.

Yang YueState Key Laboratory of High-Performance Ceramics, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, People's Republic of China.
Hui BiState Key Laboratory of High-Performance Ceramics, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, People's Republic of China. bihui@sjtu.edu.cn.
Shiyu ZhangState Key Laboratory of High-Performance Ceramics, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, People's Republic of China.
Chen LuanZhejiang Key Laboratory of Industrial Solid Waste Thermal Hydrolysis Technology and Intelligent Equipment, Huzhou University, Huzhou, 313000, People's Republic of China.
Zhangliu TianState Key Laboratory of High-Performance Ceramics, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, People's Republic of China.
Dayong RenState Key Laboratory of High-Performance Ceramics, Shanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, 200050, People's Republic of China.
Fuqiang HuangKey Laboratory of Intelligent Creation for Extreme Energy Materials of Ministry of Education, School of Materials Science and Engineering and Zhangjiang Institute for Advanced Study, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China. huangfq@sjtu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Achieving highly linear and sensitive strain sensing under both tensile and compressive deformation remains a critical challenge in wearable electronics, as it demands a conductive network capable of reversible reconfiguration without compromising structural uniformity. This challenge is further intensified in hierarchical carbon nanostructures, where catalyst deactivation and unregulated carbon supply frequently lead to nonuniform nanocarbon growth and severely heterogeneous conductive pathways. Herein, we report a hierarchical carbon aerogel derived from plastics. Carbon nanofibers (CNFs) are in situ grown on elastic carbonized cotton fibers via plastic pyrolysis, enabled by Ni-S-modified catalytic interface and sustained carbon flux from plastic decomposition. The coupled regulation suppresses uneven nanocarbon deposition, yielding an elastic fibrous backbone densely interconnected by CNFs. The resulting network facilitates reversible reconstruction of conductive contacts under tension and compression, delivering a nearly linear electromechanical response over a broad bidirectional strain window with linear gauge factors of 7.8 at 82% tension and 1.7 at 28% compression, while maintaining stable sensitivity over 5000 cycles within a ± 20% strain window. Overall, this work achieves a wide bidirectional strain range, high sensitivity, and long-term stability, rarely combined in carbon-based strain sensors. Moreover, it reliably resolves strain direction and magnitude, enables sensitive adhesion sensing and joint-motion monitoring, highlighting its potential for next-generation human-machine interfaces.

Indexed as

Coaxial bidirectional strain sensorsHierarchical carbon aerogelsLinear and sensitive sensing regionPlastic upcyclingSulfur-modulated catalysts

Identifiers

PMID42104155
PMCPMC13156365

What OpenQuestion holds

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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.