Evidence map›Paper›PMID 42495292›Full record

ArticleACS omega2026

Graphene Quantum Dots as Nanoadditives in Cement Hydration: Mechanistic Insights into Pore Structure Refinement and Durability Enhancement.

Thwe Thwe Win, Peem Nuaklong, Jintara Lawongkerd, Fahim Ullah, Lapyote Prasittisopin

Abstract read
In one paragraph

Article in ACS omega, 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

5 authors.

Thwe Thwe WinDepartment of Architecture, Faculty of Architecture, Chulalongkorn University, Bangkok 10330, Thailand.
Peem NuaklongResearch Unit in Sciences and Innovative Technologies for Civil Engineering Infrastructures, Department of Civil Engineering, Thammasat School of Engineering, Faculty of Engineering, Thammasat University, Pathumthani 12120, Thailand.
Jintara LawongkerdResearch Unit in Advanced Mechanics of Solids and Vibration, Department of Civil Engineering, Faculty of Engineering, Thammasat School of Engineering, Thammasat University, Pathum Thani 12120, Thailand.
Fahim UllahSchool of Science, Engineering and Digital Technologies, University of Southern Queensland - Springfield Campus, Springfield Central, QLD 4300, Australia.
Lapyote PrasittisopinCenter of Excellence for Green Tech in Architecture, Department of Materials Science, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand.ORCID https://orcid.org/0000-0003-4860-7357

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Graphene quantum dots (GQDs) have emerged as promising nanoscale modifiers for tailoring interfacial processes in cementitious systems; however, their mechanistic role in hydration and pore structure evolution remains insufficiently understood. The effects of dual-form GQDs (liquid and solid) on the structure-property relationships of concrete across multiple strength classes (24-42 MPa) were investigated. The results demonstrated that the incorporation of 0.1% liquid-form GQDs produced the most significant enhancement in concrete performance, achieving up to 32% improvement in 28-day compressive strength, 36% increase in splitting tensile strength, and approximately 18% increase in flexural strength compared with the control mixture. In addition, water absorption and porosity were reduced by approximately 25% and 32%, respectively, while acid resistance was significantly improved under aggressive exposure conditions. BET analysis further shows a substantial reduction (∼43%) in mesopore volume, confirming that GQDs govern pore structure evolution rather than acting solely as fillers. Notably, the dispersion state of GQDs critically influences performance, with liquid-phase GQDs exhibiting superior efficiency compared to their powdered counterparts due to improved interfacial distribution and reduced agglomeration. This study establishes a direct link between GQD-mediated cement chemistry, microstructural densification, and durability performance, providing a mechanistic framework for the design of next-generation nanoengineered cementitious materials for harsh service environments.

Identifiers

PMID42495292
PMCPMC13393190

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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.