Evidence map›Paper›PMID 42513875›Full record

ArticleMaterials (Basel, Switzerland)2026

Exploring the Role of Superplasticizers in Tailoring the Aqueous Dispersions of Graphene Nanoplatelets.

Maria-Evangelia Stogia, George Maistros, Philippe Poulin, Nikolaos D Alexopoulos

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 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

4 authors.

Maria-Evangelia StogiaResearch Unit of Advanced Materials, Department of Financial and Management Engineering, University of the Aegean, 82132 Chios, Greece.ORCID 0000-0001-5189-3628
George MaistrosADVISE, 17 Gymnasiarchou Madia St., 82132 Chios, Greece.ORCID 0000-0002-3434-4886
Philippe PoulinCentre de Recherche Paul Pascal-CNRS, Université de Bordeaux, Avenue Schweitzer, F-33600 Pessac, France.ORCID 0000-0001-7748-8671
Nikolaos D AlexopoulosResearch Unit of Advanced Materials, Department of Financial and Management Engineering, University of the Aegean, 82132 Chios, Greece.ORCID 0000-0001-7851-1845

Funding

e-Infrastructure "Interregional Digital Transformation for Culture and Tourism in Aegean Archipelagos" {Code Number MIS 5047046}, which is implemented within the framework of the "Regional Excellence" Action of the Operational Program "Competitiveness, En Code Number MIS 5047046National Recovery and Resilience Plan "Greece 2.0" with funding from the European Union - NextGenerationEU University of the Aegean
6 · The paper itself

Abstract

Graphene nanoplatelets (GnPs) exhibit exceptional properties for advanced functional applications; nevertheless, their effective utilization is critically limited by agglomeration and poor dispersion. The incorporation of polycarboxylate-based superplasticizers (SPs) enables improved dispersion yet simultaneously introduces insulating effects that hinder conductive network formation. In the present article, we systematically investigate the interplay between GnPs and an SP under varying ultrasonic energy inputs to optimize dispersion and electrical performance through low-cost suspension processing. Dielectric measurements identify the key parameters governing conductive network formation and reveal the dual role of the SP as both dispersant and electrical barrier. Electrochemical impedance spectroscopy, combined with optical microscopy, provides further insights into the state of dispersion and charge-transport behaviour of the suspensions. For the first time, a wide range of SP and GnP concentrations were systematically analysed in terms of electrical properties. The proposed methodology provides a robust and facile approach for on-site characterization of aqueous suspensions with varying GnPs and SP concentrations. Furthermore, an equivalent circuit model is developed to quantitatively validate the experimental results, offering deeper insights into the underlying conduction mechanisms. GnP concentrations of 0.15, 0.50 and 1.00 wt.% were investigated at varying ratios of SP to GnP (0, 1, 2, 4, and 8). Dispersions without SP addition require ultrasonication up to 80 kJ for the GnP agglomerates to break. SP addition at a quantity equal to GnPs (SP1) reduces the amount of appropriate ultrasonic energy for creating a conductive network up to 65 kJ and even more (SP2) at 45 kJ. The fourfold (SP4) and eightfold (SP8) ratio of SP to GnP require higher ultrasonic energy, up to 82 kJ and 70 kJ, accordingly.

Indexed as

agglomeratesBode and Nyquist plotselectrochemical impedance spectroscopyequivalent circuit modelgraphene nanoplateletspolycarboxylate superplasticizerRandles model

Identifiers

PMID42513875
PMCPMC13413467

What OpenQuestion holds

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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.