ArticleACS omega2026
Graphenylene Nanoflakes: A Promising Platform for Toxic Gas Detection.
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.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
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
What OpenQuestion holds
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.