Evidence map›Paper›PMID 40454899›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Quantifying the Effects of Geometric Parameters on the Elastic Properties of Multilayer Graphene Platelet Films.

Penghao Qi, Xindong Chen, Hanxing Zhu, Yongtao Lyu, Bu Zhang, Qing Peng, Xiqiao Feng, Tongxiang Fan, Di Zhang

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Penghao QiSchool of Engineering, Cardiff University, Cardiff, CF24 3AA, UK.
Xindong ChenSchool of Engineering, Cardiff University, Cardiff, CF24 3AA, UK.
Hanxing ZhuSchool of Engineering, Cardiff University, Cardiff, CF24 3AA, UK.ORCID https://orcid.org/0000-0002-3209-6831
Yongtao LyuDepartment of Engineering Mechanics, Dalian University of Technology, No. 2 Linggong Road, Dalian, 116024, China.
Bu ZhangKey Laboratory of Urban Security and Disaster Engineering of Ministry of Education, Beijing University of Technology, Beijing, 100124, China.
Qing PengSchool of Engineering Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China.
Xiqiao FengInstitute of Biomechanics and Medical Engineering, AML, Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China.
Tongxiang FanState Key Lab of Metal Matrix Composites, Shanghai Jiaotong University, Shanghai, 200240, China.
Di ZhangState Key Lab of Metal Matrix Composites, Shanghai Jiaotong University, Shanghai, 200240, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Multilayer graphene platelet films (MGPFs) are widely studied for their exceptional mechanical, electrical, and chemical properties. The elastic properties and deformation mechanisms of MGPFs are highly sensitive to their geometric parameters, including graphene platelet size, graphene area fraction, and layer count. Despite extensive experimental and theoretical efforts, systematically quantifying these effects remains a significant challenge, severely hindering the design of high-performance MGPFs. Here, realistic random 3D periodic representative volume element (RVE) models of MGPFs are constructed to perform simulations, quantify the effects of different geometric parameters on all their five independent elastic properties, and uncover the dominant deformation mechanisms. The results reveal that the dimensionless platelet size, graphene area fraction, and number of platelet layers significantly affect the elastic properties, with detailed quantifications provided for their relationships. The effects of defects on the elastic properties are also explored, offering insights into the dominant deformation mechanisms. Validation against experimental data confirms that the developed RVE models and dimensionless results apply to various multilayer laminate composites, including MGPFs, MXene, graphene oxide films, and nacre-like materials. The findings provide a robust framework and pave the way for optimizing the design of MGPFs and other laminate composites, enabling their potential in diverse applications.

Indexed as

defect effectsdeformation mechanismselastic propertiesfinite element simulationmultilayer graphene platelet filmssize effects

Identifiers

PMID40454899
PMCPMC12369695

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Registered trials

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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.