Evidence map›Paper›PMID 40719060›Full record

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

Recent Advances of Microcapsule-based Intelligent Coatings: From Bioinspired Designs, Material Selections, to Potential Applications.

Yue Zhao, Xiaopeng Cheng, Ran Zhao, Xipeng Li, Jingxin Meng, Shutao Wang

Abstract readReview
In one paragraph

Review 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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
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

6 authors.

Yue ZhaoShandong Laboratory of Aluminum Advanced Manufacturing in Binzhou, Binzhou Institute of Technology, Binzhou, 256606, P. R. China.
Xiaopeng ChengShandong Laboratory of Aluminum Advanced Manufacturing in Binzhou, Binzhou Institute of Technology, Binzhou, 256606, P. R. China.
Ran ZhaoLaboratory of Bio-inspired Smart Interface Science, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing, 100190, P. R. China.
Xipeng LiShandong Laboratory of Aluminum Advanced Manufacturing in Binzhou, Binzhou Institute of Technology, Binzhou, 256606, P. R. China.
Jingxin MengShandong Laboratory of Aluminum Advanced Manufacturing in Binzhou, Binzhou Institute of Technology, Binzhou, 256606, P. R. China.ORCID https://orcid.org/0000-0002-4160-9790
Shutao WangLaboratory of Bio-inspired Smart Interface Science, Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Beijing, 100190, P. R. China.

Funding

Beijing Natural Science Foundation JQ23008National Natural Science Foundation of China 22275203Natural Science Foundation of Shandong Province ZR2024QB081Start-up fund from Binzhou Institute of Technology GYY-WLJS-2024-ZY-002
6 · The paper itself

Abstract

Coating technology is widely used in diverse fields such as energy, healthcare, and aerospace because of the advantages of simple fabrication, low cost, stability, and customized functions. However, conventional coatings fall short in meeting the emerging demands due to their single functionality and non-responsiveness. Inspired by natural prototypes, microcapsule-based intelligent coatings (MICs) that exhibit remarkable responsiveness to external stimuli have been developed and used in various fields such as corrosion protection and anti-fouling. Comprehensively understanding the responsive mechanisms and optimization strategies of MICs can maximize their adaptability and flexibility, which are highly desired for their precise preparation and actual applications. Therefore, this review focuses on recent progress of MICs, varying from bioinspired designs, material selections, stimulus responses, and diverse applications, providing more inspiration to design advanced MICs. First, biological prototypes used in the fabrication of MICs are briefly introduced. Then, the material selections and stimulus responses of MICs, as well as their advantages and disadvantages are emphasized. Later, applications are focused according to their functions, including anti-corrosion, anti-fouling, self-lubricating, and temperature regulation. Finally, the scientific challenges and prospects in designing MICs, focusing on the requirements of developing new structures using machine learning and achieving new applications, are highlighted.

Indexed as

bioinspired designsintelligent coatingsmicrocapsulesstimulus responses

Identifiers

PMID40719060
PMCPMC12462981

What OpenQuestion holds

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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.