Evidence map›Paper›PMID 39989789›Full record

ArticleACS omega2025

Study on the Effect of Graphene on Characteristics of Inorganic Polymer Paint.

Huyen T T Bui, Anh Nguyet Hoang, Cuong Manh Le

Abstract read
In one paragraph

Article in ACS omega, 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. 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

3 authors.

Huyen T T BuiHanoi University of Civil Engineering, No 55, Giai Phong Street, Hai Ba Trung District, Ha Noi 100000, Vietnam.ORCID https://orcid.org/0000-0002-0880-1924
Anh Nguyet HoangHanoi University of Civil Engineering, No 55, Giai Phong Street, Hai Ba Trung District, Ha Noi 100000, Vietnam.
Cuong Manh LeHanoi University of Civil Engineering, No 55, Giai Phong Street, Hai Ba Trung District, Ha Noi 100000, Vietnam.ORCID https://orcid.org/0000-0002-4550-7978

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the effects of graphene on the thermal resistance, corrosion resistance, and surface morphology of inorganic polymer paints. Graphene was incorporated into the paint at concentrations of 0.01, 0.02, 0.05, 0.1, and 0.2% by weight, and its influence was analyzed using a variety of methods, including TGA/DTA thermal analysis, SEM/FESEM imaging, electrochemical impedance spectroscopy (EIS), polarization curve measurements, and FTIR spectroscopy. The findings revealed that the addition of graphene significantly improved the overall performance of the paint. Notably, the optimal graphene concentration of 0.05% increased the heat resistance to 798 °C (5% improvement over the control) and enhanced corrosion resistance by approximately 20% compared to samples without graphene. Furthermore, the graphene-enhanced paint demonstrated smoother surface morphology and improved coating adhesion, with a noticeable reduction in particle porosity and better uniformity, as observed in SEM images. The results also indicate that excessive graphene content (>0.05%) negatively impacts performance due to poor dispersion and surface defects. Importantly, the study confirms the successful integration of graphene into the paint matrix through FTIR spectra and SEM/FESEM analyses, which highlight strong molecular interactions and structural improvements. These findings suggest that graphene, when added in optimal amounts, can significantly enhance the physical and chemical properties of inorganic polymer paints, making it a promising material for applications in high-temperature environments and corrosion protection in industrial and construction fields. Testing adhered to ISO 834-1:2014 standards, ensuring reproducibility and practical relevance.

Identifiers

PMID39989789
PMCPMC11840577

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.