CoSP: Reconfigurable Metamaterial Inverse Design via Contrastive Pretrained Large Language Model

Shujie Yang, Yuqi Zhang, Xuzhe Zhao, Yansong Tang, Kaichen Dong

Open source

DOI: 10.1002/advs.76917
Published: 2026-08-11
Container: Advanced Science
Publisher: Wiley
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1002/advs.76917,
  title = {CoSP: Reconfigurable Metamaterial Inverse Design via Contrastive Pretrained Large Language Model},
  author = {Shujie Yang and Yuqi Zhang and Xuzhe Zhao and Yansong Tang and Kaichen Dong},
  year = {2026},
  journal = {Advanced Science},
  doi = {10.1002/advs.76917},
  url = {https://doi.org/10.1002/advs.76917}
}

RIS

TY  - JOUR
TI  - CoSP: Reconfigurable Metamaterial Inverse Design via Contrastive Pretrained Large Language Model
AU  - Shujie Yang
AU  - Yuqi Zhang
AU  - Xuzhe Zhao
AU  - Yansong Tang
AU  - Kaichen Dong
PY  - 2026
JO  - Advanced Science
DO  - 10.1002/advs.76917
UR  - https://doi.org/10.1002/advs.76917
ER  -

APA

Yang, S., Zhang, Y., Zhao, X., Tang, Y., & Dong, K. (2026). CoSP: Reconfigurable Metamaterial Inverse Design via Contrastive Pretrained Large Language Model. Advanced Science. https://doi.org/10.1002/advs.76917

Source records

crossref · retrieved 2026-09-25T13:35:18.762Z