Extrapolating beyond C <sub>60</sub> : advancing prediction of fullerene isomers with FullereneNet

Fullerenes are sp 2 -carbon carges with extensive isomeric diversity. A deep learning model is developed to accurately predict their stability, solubility, and electronic properties by learning directly from topological features in the structures.

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Publication Details

Journal
Digital Discovery
Published
2025-11-11
DOI
https://doi.org/10.1039/d5dd00241a
Citations
1
Primary Topic
Fullerene Chemistry and Applications
Type
article
Field-Weighted Citation Impact
0.94
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article

Extrapolating beyond C 60 : advancing prediction of fullerene isomers with FullereneNet

1 citations
Digital Discovery
Fullerene Chemistry and Applications
0.94
article

Extrapolating beyond C 60 : advancing prediction of fullerene isomers with FullereneNet

article en
1 citations

Abstract

Fullerenes are sp 2 -carbon carges with extensive isomeric diversity. A deep learning model is developed to accurately predict their stability, solubility, and electronic properties by learning directly from topological features in the structures.

Digital DiscoveryVol. 5(1)
University of Florida (US)
Openalex Percentile: Top 19%
Fullerene Chemistry and Applications
0.94
DOIOpen Access PDFOpenAlex
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Extrapolating beyond C <sub>60</sub> : advancing prediction of fullerene isomers with FullereneNet · Digital Discovery (2025) | TGRS Research Map | TGRS