Research context and placement

Resistance changes in deforming conductive fibers directly fit routing; performance depends on strain history.

Research overview and key contributions

Ag nanoparticles and Ag-rich multifilament fibers provide a deformable strain-sensing structure.

Sensitivity and range are reported separately for first and subsequent stretching.

AI-generated, not-to-scale concept illustrating the relationship between stretching an Ag-containing multifilament fiber and strain sensing. Particles, arrows, the connecting line and the small wavy readout mark are functional symbols; they do not reproduce experimental results, a measured trace or an actual electrical circuit.
AI-generated concept diagram · not an experimental image

AI-generated, not-to-scale concept illustrating the relationship between stretching an Ag-containing multifilament fiber and strain sensing. Particles, arrows, the connecting line and the small wavy readout mark are functional symbols; they do not reproduce experimental results, a measured trace or an actual electrical circuit.

A concept bounded to the checked public abstract. Particle distribution, filament geometry, cracks, pretreatment, sensitivity, sensing range, and first-versus-repeated stretching performance are not reconstructed. The text and implications of the related correction (10.1021/acsnano.8b05295) remain unverified.

This is not a reproduced paper figure and does not establish permission to reuse the original figure.

Generated in ChatGPT on the web from concepts within the stated public-evidence scope and independently reviewed as a concept. This is not verification of the complete article body or supplementary information. Only display WebP encoding was applied, without cropping, resizing or content editing.

Source paper ↗ · DOI: 10.1021/acsnano.7b07795 ↗

Open challenges

Editorial question: how should preconditioning and long-term drift be standardized?

Comparison context

Separate initial/repeated strain, strain interval, baseline resistance and fatigue conditions.

Related external research

A stretchable carbon nanotube strain sensor for human-motion detection

DOI: 10.1038/nnano.2011.36 ↗

CNT-film gaps and bridges offer a different deformation-sensing mechanism from Ag multifilament fibers.

Publisher abstract read. Aligned CNT films and fibers need matched strain history and geometry before ranking sensitivity or fatigue.

Abstract checked

Corresponding-author verification

Jungmok Seo: not a corresponding author

This record concerns Jungmok Seo’s correspondence designation. Author order or an asterisk alone is not treated as confirmation; this check is separate from verification of the research content.

  • Correspondence evidence source ↗

    Corresponding Author; E-mail: [omitted]

    PDF p.9; author/correspondence information · publisher_PDF_publicly_hosted_by_author_institution

Main-text review scope
The existing commentary is based on the following review: Crossref metadata and Europe PMC abstract read. ACS retrieval failed; PubMed returned only a footer. Reading figure and correspondence information in this pass does not establish completion of a full in-depth article review.
Pending verification
Verify body, supplements and correction in school Chrome. The pig-bladder demonstration is not clinical validation. The existing commentary is based on the following review: Crossref metadata and Europe PMC abstract read. ACS retrieval failed; PubMed returned only a footer. Reading figure and correspondence information in this pass does not establish completion of a full in-depth article review.

COVERAGE & OUTREACH

Coverage and outreach

Links are checked for their relationship to this paper. Media publication does not establish independent reporting or additional experimental validation.

No related outreach link was verified against its body within these searches. This does not establish that none exists.

Channel coverage and search log for all 101 records →

Sources and verification scope

Crossref metadata and Europe PMC abstract read. ACS retrieval failed; PubMed returned only a footer.

  • Public publication baseline ↗ · #46 · 2026-10-03
  • Crossref metadata ↗: Only public bibliographic metadata registered with Crossref was checked. This does not mean that the publisher page, abstract, or full text was read; full-text verification in the school Chrome session remains pending. No license link is present in Crossref; redistribution rights have not been established.
  • Europe PMC REST — MED abstract ↗
    public_abstract_via_Europe_PMC · resultList.result[id=29617111].abstractText; direct public API response read 2026-10-03; not publisher body
  • Public access attempt ↗
    access_attempt_failed · Tool reported not accessible; checked 2026-10-03; no paper content inferred
  • Public access attempt ↗
    access_attempt_failed · Only HHS footer returned; checked 2026-10-03; no paper content inferred
  • Linked correction ↗
    correction_metadata · Correction DOI 10.1021/acsnano.8b05295 identified; correction body not independently read