Evidence map›Paper›PMID 42718989›Full record

ArticleGlobal challenges (Hoboken, NJ)2026

Nonlinear Strain Engineering via Meta-Material Substrates for Flexible Sensors With Simultaneously Enhanced Sensitivity and Wide Sensing Range.

Gyeongyeol Lee, Sung-Wook Kim, Yong Whan Choi

Abstract read
In one paragraph

Article in Global challenges (Hoboken, NJ), 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
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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

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

3 authors.

Gyeongyeol LeeKorea Hydro & Nuclear Power Co., LTD. Gyeongju-si Gyeongsangbuk-do South Korea.ORCID https://orcid.org/0000-0001-5990-7983
Sung-Wook KimDepartment of Electrical and Electronic Engineering Silla University Busan South Korea.
Yong Whan ChoiDepartment of Aeronautical & Mechanical Engineering Silla University Busan South Korea.ORCID https://orcid.org/0000-0003-1765-6877

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Flexible strain sensors face an unresolved trade-off between sensitivity and sensing range. We present a meta-material-based sensor platform (meta-sensor) that overcomes this by engineering local strain input to the sensing element. A strain-stiffening curved spiral structure and a uniform-stiffness kirigami-patterned structure connected in series produce nonlinear strain partitioning: before mechanical transition, global strain concentrates at the sensor interface to amplify sensitivity; after transition, strain redistributes to extend sensing range. Integrating a kirigami crack-based sensor (maximum applied strain range of 50%) onto this composite substrate extends the operational range to 125% applied strain-a 2.5× range extension (from 50% to 125%) - while raising the mid-range response to ≈3.5× that of a wide-range reference sensor. The platform is validated in respiratory monitoring across rest and vigorous exercise, and knee rehabilitation tracking from early to late recovery. This meta-material substrate approach offers a generalizable, material-independent strategy for simultaneously achieving high sensitivity and wide sensing range.

Indexed as

crack‐based sensorflexible strain sensorkirigami structuremetamaterialsensitivity–range trade‐offstrain engineeringwearable electronics

Identifiers

PMID42718989
PMCPMC13554716

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Registered trials

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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.