Evidence map›Paper›PMID 42205280›Full record

ArticleRSC advances2026

Covalently silane-bridged e-graphene oxide nanosheets toward year-long dispersion-stable epoxy nanocomposites with superior corrosion protection.

Anh-Tuan Pham, Quan-Doan Mai, Ngo Thi Loan, Nguyen Thai Huy, Ngo Thi Phuong Anh, Pham Cong Thanh, Nguyen Thi Trang, Le Minh Quang, Nguyen Van Quyet, Ta Ngoc Bach and 1 more

Abstract read
In one paragraph

Article in RSC advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Anh-Tuan PhamPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam fattuan@phenikaa-uni.edu.vn doan.maiquan@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.
Quan-Doan MaiPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam fattuan@phenikaa-uni.edu.vn doan.maiquan@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.ORCID https://orcid.org/0000-0003-2931-0822
Ngo Thi LoanPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam fattuan@phenikaa-uni.edu.vn doan.maiquan@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.
Nguyen Thai HuyPhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam fattuan@phenikaa-uni.edu.vn doan.maiquan@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.
Ngo Thi Phuong AnhFaculty of Biotechnology, Chemistry and Environmental Engineering, Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam.
Pham Cong ThanhFaculty of Materials Science and Engineering (MSE), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam.
Nguyen Thi TrangFaculty of Biotechnology, Chemistry and Environmental Engineering, Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam.
Le Minh QuangFaculty of Biotechnology, Chemistry and Environmental Engineering, Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam.
Nguyen Van QuyetFaculty of Biotechnology, Chemistry and Environmental Engineering, Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam.
Ta Ngoc BachInstitute of Materials Science (IMS), Vietnam Academy of Science and Technology 18 Hoang Quoc Viet Hanoi 10000 Vietnam.
Anh-Tuan LePhenikaa University Nano Institute (PHENA), Phenikaa School of Engineering (PSE), Phenikaa University Hanoi 12116 Vietnam fattuan@phenikaa-uni.edu.vn doan.maiquan@phenikaa-uni.edu.vn tuan.leanh@phenikaa-uni.edu.vn.ORCID https://orcid.org/0000-0002-4191-1834

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Epoxy resins are extensively used in protective coating applications owing to their excellent adhesion, mechanical strength, and chemical resistance; however, maintaining these properties under prolonged service environments remains challenging. Although nanoscale fillers have been widely explored to enhance the durability of epoxy coatings, the long-term dispersion stability of nanofillers in epoxy matrices remains severely limited by interfacial incompatibility and aggregation. In this work, electrochemically synthesized graphene oxide (e-GO) nanosheets are successfully prepared in an aqueous environment, with intrinsically abundant oxygen-containing functional groups. By carefully selecting silane molecules with high chemical compatibility toward epoxy, a covalent silane-bridging (CSB) strategy is established to chemically integrate e-GO nanosheets into the epoxy matrix, enabling strong interfacial compatibility and long-term dispersion stability. As a result, the epoxy/CSB-eGO nanocomposites exhibit exceptional dispersion stability exceeding one year without observable aggregation, together with simultaneous enhancements in mechanical performance and corrosion resistance. At an optimized CSB-eGO loading of 0.5 wt%, the tensile and flexural strengths are enhanced by 26% and 43%, respectively, while the impact strength increases by 36% at a low loading of 0.1 wt%. Electrochemical impedance spectroscopy further demonstrates outstanding corrosion resistance at an optimized CSB-eGO loading of 1.0 wt%, with the pore resistance (

Identifiers

PMID42205280
PMCPMC13202523

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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.