Evidence map›Paper›PMID 41768704›Full record

ArticleACS omega2026

Flexible and Tunable Piezoresistive Sensors Based on Graphite-Loaded CTBN-Toughened Epoxy Composites.

Hengjun Chen, Xudong Wen, Ke Cao, PingAn Chen, Zenghui Chen, Xiaojun Li

Abstract read
In one paragraph

Article in ACS omega, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

6 authors.

Hengjun ChenSchool of Electrical Engineering, University of South China, Hengyang, Hunan 421001, China.
Xudong WenSchool of Electrical Engineering, University of South China, Hengyang, Hunan 421001, China.
Ke CaoSchool of Advanced Materials and Nanotechnology, Xidian University, Xi'an, Shaanxi 710026, China.ORCID https://orcid.org/0000-0001-7857-4467
PingAn ChenSchool of Electrical Engineering, University of South China, Hengyang, Hunan 421001, China.
Zenghui ChenSchool of Electrical Engineering, University of South China, Hengyang, Hunan 421001, China.
Xiaojun LiSchool of Electrical Engineering, University of South China, Hengyang, Hunan 421001, China.ORCID https://orcid.org/0000-0003-4324-9239

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flexible piezoresistive sensors are essential for emerging wearable electronics, yet existing polymer matrices present inherent trade-offs between mechanical rigidity, signal drift, and long-term reliability. In this work, we develop screen-printed pressure sensors based on graphite-loaded, CTBN-toughened epoxy composites that simultaneously achieve high sensitivity, low creep, and robust cyclic stability. Graphite provides a percolated conduction network governed by tunneling transport, while CTBN reactive rubber introduces localized stress-relief domains that enhance fracture toughness without severely interrupting electrical pathways. Systematic tuning of graphite content (2-12 wt %) allowed tunability in sensitivity, baseline resistance, and dynamic range. CTBN loading from 0-10 wt % established an optimal composition of 4 wt % that minimizes resistance drift, preserves fast electromechanical recovery, and provides stable thermal response in the range of -20 to 80 °C. The fabricated sensors show high piezoresistive response with low hysteresis, <±5% drift after 1000 pressure cycles, broad operating range, and high uniformity. This pressure sensor array shows excellent flexibility and is suitable for wearable health monitoring. This work demonstrates a scalable approach to flexible, tunable, and durable piezoresistive sensors, offering potential for applications in wearable electronics.

Identifiers

PMID41768704
PMCPMC12947025

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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.