Evidence map›Paper›PMID 40637284›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Bio-Inspired Structural Color Irises as Physical Unclonable Functions for Anti-Counterfeiting.

Kongyu Ge, Yiming Hu, Jiangnan Yan, Jianing Ding, Yifan Gao, Hongyu Yi, Zhan Li, Lingfei Cui, Shaowei Hu, Hongjun Ji and 4 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Bio-Inspired Structural Color Irises as Physical Unclonable Functions for Anti-Counterfeiting.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Kongyu GeSauvage Laboratory for Smart Materials, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, 518000, China.
Yiming HuHarbin Institute of Technology, Shenzhen, 518000, China.
Jiangnan YanSauvage Laboratory for Smart Materials, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, 518000, China.
Jianing DingSauvage Laboratory for Smart Materials, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, 518000, China.
Yifan GaoSauvage Laboratory for Smart Materials, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, 518000, China.
Hongyu YiSauvage Laboratory for Smart Materials, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, 518000, China.
Zhan LiSauvage Laboratory for Smart Materials, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, 518000, China.
Lingfei CuiSchool of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.
Shaowei HuState Key Laboratory of Advanced Welding and Joining (Shenzhen), Harbin Institute of Technology, Shenzhen, 518000, China.
Hongjun JiState Key Laboratory of Advanced Welding and Joining (Shenzhen), Harbin Institute of Technology, Shenzhen, 518000, China.
Mingyu LiState Key Laboratory of Advanced Welding and Joining (Shenzhen), Harbin Institute of Technology, Shenzhen, 518000, China.
Ruobing BaiSchool of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.
Rongpei ShiHarbin Institute of Technology, Shenzhen, 518000, China.ORCID https://orcid.org/0000-0002-5007-4249
Huanhuan FengSauvage Laboratory for Smart Materials, Shenzhen Key Laboratory of Flexible Printed Electronics Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, 518000, China.ORCID https://orcid.org/0000-0002-1036-1227

Funding

Shenzhen Peacock Plan KQTD20170809110344233Shenzhen Science and Technology Planning Project JCYJ20180507183224565
6 · The paper itself

Abstract

The global proliferation of high-value commodities has the intensified demand for advanced anti-counterfeiting solutions. Physical Unclonable Functions (PUFs) present a viable authentication mechanism, yet existing implementations exhibit three critical limitations: suboptimal authentication accuracy, insufficient multi-level security architecture, and dependence on costly and specialized equipment for verification. To address these issues, this work utilizes colloidal photonic crystals to fabricate PUF anti-counterfeiting patterns spanning from the macro-to-micro scale. These patterns are integrated with the iris recognition algorithm to construct a multi-layered optical anti-counterfeiting system based on the structural color iris. This work experimentally and computationally demonstrates that the "Ring"-type colloidal photonic crystals originate from the "coffee ring" effect. By modulating the "coffee ring" effect, the size of the colloidal photonic crystal iris patterns can be controlled, enabling switching between "Ring"-type and "Dot"-type colloidal photonic crystals. Furthermore, multiple characteristic parameters confirm that the PUF codes derived from encoded "Ring"-type colloidal photonic crystal images exhibit uniqueness and readability. Finally, a multi-layered anti-counterfeiting system is constructed, comprising three components: structural color patterns, embedded "Morse codes" formed by "Ring"-type and "Dot"-type colloidal photonic crystals, and optical PUF labels based on the "Ring"-type colloidal photonic crystals. This cost-effective system enables low-threshold, high-performance structural color anti-counterfeiting for premium products.

Indexed as

Anti‐CounterfeitingColloidal Photonic CrystalsIrisPhysical Unclonable FunctionsSelf‐assembly

Identifiers

PMID40637284
PMCPMC12442702

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.