Evidence map›Paper›PMID 41322580›Full record

ReviewACS omega2025

Highlights on the Effects of Graphene-Family Materials Dispersion on Hydration and Mechanical Properties of Cement-Based Materials.

Isis Nayra Rolemberg Prudente, Hericles Campos Dos Santos, Jander Lopes Fonseca, Jéssica Fernanda Ribeiro Oliveira, André Balbino Shibutani, Iara de Fátima Gimenez, Euler Araujo Dos Santos, Ledjane Silva Barreto

Abstract readReview
In one paragraph

Review 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. 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

8 authors.

Isis Nayra Rolemberg PrudenteGraduate Program in Science and Engineering Materials, Federal University of Sergipe, São Cristóvão, Sergipe 49100, Brazil.ORCID https://orcid.org/0000-0003-4648-9510
Hericles Campos Dos SantosGraduate Program in Science and Engineering Materials, Federal University of Sergipe, São Cristóvão, Sergipe 49100, Brazil.
Jander Lopes FonsecaDepartment of Sciences and Materials Engineering, Federal University of Sergipe, São Cristóvão, Sergipe 49100, Brazil.
Jéssica Fernanda Ribeiro OliveiraGraduate Program in Science and Engineering Materials, Federal University of Sergipe, São Cristóvão, Sergipe 49100, Brazil.
André Balbino ShibutaniGraduate Program in Electrical Engineering, Centro Universitário FEI, São Bernardo do Campo, São Paulo 09850, Brazil.ORCID https://orcid.org/0009-0002-5302-3436
Iara de Fátima GimenezGraduate Program in Science and Engineering Materials, Federal University of Sergipe, São Cristóvão, Sergipe 49100, Brazil.
Euler Araujo Dos SantosGraduate Program in Science and Engineering Materials, Federal University of Sergipe, São Cristóvão, Sergipe 49100, Brazil.
Ledjane Silva BarretoGraduate Program in Science and Engineering Materials, Federal University of Sergipe, São Cristóvão, Sergipe 49100, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Graphene-family materials (GFMs) have gained notoriety in academic research due to their ability to improve the mechanical properties of cementitious matrices and provide new functionalities to conventional systems, such as self-healing properties. However, the use of GFMs faces challenges due to the difficulty of these materials dispersing properly in cementitious matrices, often resulting in the agglomeration of nanomaterials. This tendency to agglomerate directly impacts critical properties of cementitious matrices such as workability and mechanical strength. Therefore, several research studies are being conducted to address dispersion issues and understand the interactions between GFMs and their matrices. However, the literature still lacks consensus on important topics, such as the parameter definitions that influence the cement hydration reaction rate, the factors affecting workability, the cement/GFMs interaction models, the type and optimal amount of GFMs to be used for each system, the characteristics of those GFMs (type and amount of functional groups, presence or absence of defects), and how differences in matrices and dispersants affect mechanical strength parameters. Finally, this work synthesizes the current knowledge on the effects of GFMs and their dispersion on cementitious properties, while also providing an assessment of the limitations of meta-analytical approaches in this field.

Identifiers

PMID41322580
PMCPMC12658623

What OpenQuestion holds

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Read underepoch 390

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.