Multi-model collaborative early warning for battery systems with integrated fiber optic sensors.

Zhu J, Yu C, Jiang Y, Schade W, Angelmahr M, Wei X, Dai H

DOI: 10.1038/s41467-026-78461-5
Published: 2026 Oct 9
Container: Nature communications
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1038/s41467-026-78461-5,
  title = {Multi-model collaborative early warning for battery systems with integrated fiber optic sensors.},
  author = {Zhu J and Yu C and Jiang Y and Schade W and Angelmahr M and Wei X and Dai H},
  year = {2026},
  journal = {Nature communications},
  doi = {10.1038/s41467-026-78461-5},
  url = {https://doi.org/10.1038/s41467-026-78461-5}
}

RIS

TY  - JOUR
TI  - Multi-model collaborative early warning for battery systems with integrated fiber optic sensors.
AU  - Zhu J
AU  - Yu C
AU  - Jiang Y
AU  - Schade W
AU  - Angelmahr M
AU  - Wei X
AU  - Dai H
PY  - 2026
JO  - Nature communications
DO  - 10.1038/s41467-026-78461-5
UR  - https://doi.org/10.1038/s41467-026-78461-5
ER  -

APA

J, Z., C, Y., Y, J., W, S., M, A., X, W., & H, D. (2026). Multi-model collaborative early warning for battery systems with integrated fiber optic sensors.. Nature communications. https://doi.org/10.1038/s41467-026-78461-5

Source records

pubmed · retrieved 2026-11-10T13:42:47.153Z