Programmable Hydrodynamic Invisibility Enabled by Machine-Learning-Guided Metamaterials.

Zhang L, Zhang Y, Liu J, Yang F, Jin P, Huang J

DOI: 10.1002/adma.73690
Published: 2026 Jul
Container: Advanced materials (Deerfield Beach, Fla.)
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:10.1002/adma.73690,
  title = {Programmable Hydrodynamic Invisibility Enabled by Machine-Learning-Guided Metamaterials.},
  author = {Zhang L and Zhang Y and Liu J and Yang F and Jin P and Huang J},
  year = {2026},
  journal = {Advanced materials (Deerfield Beach, Fla.)},
  doi = {10.1002/adma.73690},
  url = {https://doi.org/10.1002/adma.73690}
}

RIS

TY  - JOUR
TI  - Programmable Hydrodynamic Invisibility Enabled by Machine-Learning-Guided Metamaterials.
AU  - Zhang L
AU  - Zhang Y
AU  - Liu J
AU  - Yang F
AU  - Jin P
AU  - Huang J
PY  - 2026
JO  - Advanced materials (Deerfield Beach, Fla.)
DO  - 10.1002/adma.73690
UR  - https://doi.org/10.1002/adma.73690
ER  -

APA

L, Z., Y, Z., J, L., F, Y., P, J., & J, H. (2026). Programmable Hydrodynamic Invisibility Enabled by Machine-Learning-Guided Metamaterials.. Advanced materials (Deerfield Beach, Fla.). https://doi.org/10.1002/adma.73690

Source records

pubmed · retrieved 2026-09-26T06:20:32.265Z