Evidence map›Paper›PMID 42294201›Full record

ArticleACS omega2026

Graphenylene Nanoflakes: A Promising Platform for Toxic Gas Detection.

Gabriel H Batista, Ricardo Paupitz, Thomas Niehaus

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

3 authors.

Gabriel H BatistaPhysics Department, São Paulo State University - UNESP, Rio Claro, São Paulo 13506-900, Brazil.
Ricardo PaupitzPhysics Department, São Paulo State University - UNESP, Rio Claro, São Paulo 13506-900, Brazil.ORCID https://orcid.org/0000-0003-1254-6353
Thomas NiehausInstitut Lumiere Matière (iLM), UMR 5306, CNRS, Universite Claude Bernard Lyon 1, Villeurbanne 69622, France.ORCID https://orcid.org/0000-0001-9576-7658

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gas monitoring, especially for toxic gases, is essential for various applications, including environmental pollution detection, industrial process control, and safety systems. In this regard, two-dimensional (2D) materials have attracted significant interest due to their unique electronic and structural properties, which can be tailored to enhance interactions with the target molecules. In this context, graphenylene nanoflakes, a porous 2D material, emerge as promising candidates due to their unique hexagonal network structure and tunable electronic properties. In this study, we use a Density Functional Theory based method to investigate theoretically the adsorption of various analytes, including some toxic gases, on graphenylene nanoflakes functionalized with transition metals (TMs). Our goal is to evaluate the adsorption capabilities of these graphenylene-based systems and how this adsorption affects the optical absorption spectrum, enabling the material to function as a gas sensor. Our results indicate that the adsorption energies of the selected analytes are significantly higher than those observed in TM-doped graphene flakes, suggesting stronger interactions. Furthermore, in certain cases, the adsorptions led to noticeable changes in the optical absorption spectra, paving the way for gas detection based on such effect. These findings can contribute to the development of new graphenylene-based sensing platforms with enhanced sensitivity and selectivity.

Identifiers

PMID42294201
PMCPMC13261593

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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.