Machine Learning‐Guided Additive Manufacturing of Multilayer Aerogels for Ultrabroadband, Ultralow‐Reflection Electromagnetic Shielding

Jin Zhou, Wei Liu, Mingrui Han, Jingpeng Lin, Jiurong Liu, Fei Pan, Wenlong Xu, Na Wu, Zhihui Zeng

Open source

DOI: 10.1002/adma.74565
Published: 2026-08-09
Container: Advanced Materials
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/adma.74565,
  title = {Machine Learning‐Guided Additive Manufacturing of Multilayer Aerogels for Ultrabroadband, Ultralow‐Reflection Electromagnetic Shielding},
  author = {Jin Zhou and Wei Liu and Mingrui Han and Jingpeng Lin and Jiurong Liu and Fei Pan and Wenlong Xu and Na Wu and Zhihui Zeng},
  year = {2026},
  journal = {Advanced Materials},
  doi = {10.1002/adma.74565},
  url = {https://doi.org/10.1002/adma.74565}
}

RIS

TY  - JOUR
TI  - Machine Learning‐Guided Additive Manufacturing of Multilayer Aerogels for Ultrabroadband, Ultralow‐Reflection Electromagnetic Shielding
AU  - Jin Zhou
AU  - Wei Liu
AU  - Mingrui Han
AU  - Jingpeng Lin
AU  - Jiurong Liu
AU  - Fei Pan
AU  - Wenlong Xu
AU  - Na Wu
AU  - Zhihui Zeng
PY  - 2026
JO  - Advanced Materials
DO  - 10.1002/adma.74565
UR  - https://doi.org/10.1002/adma.74565
ER  -

APA

Zhou, J., Liu, W., Han, M., Lin, J., Liu, J., Pan, F., Xu, W., Wu, N., & Zeng, Z. (2026). Machine Learning‐Guided Additive Manufacturing of Multilayer Aerogels for Ultrabroadband, Ultralow‐Reflection Electromagnetic Shielding. Advanced Materials. https://doi.org/10.1002/adma.74565

Source records

crossref · retrieved 2026-09-24T23:05:38.248Z