ReviewACS omega2025
Highlights on the Effects of Graphene-Family Materials Dispersion on Hydration and Mechanical Properties of Cement-Based Materials.
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.
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.
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.
Who cites it
1 citing paper in PubMed.
- High-temperature performance of mortar reinforced with graphene-carbon nanotube hybrids.Science progressArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
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
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Registered trials
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.