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Compressed graph representation for scalable molecular graph generation

Recently, deep learning has been successfully applied to molecular graph generation. Nevertheless, mitigating the computational complexity, which increases with the number of nodes in a graph, has been a major challenge. This has hindered the application of deep learning-based molecular graph genera...

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Detalles Bibliográficos
Autores principales: Kwon, Youngchun, Lee, Dongseon, Choi, Youn-Suk, Shin, Kyoham, Kang, Seokho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7513488/
https://www.ncbi.nlm.nih.gov/pubmed/33431050
http://dx.doi.org/10.1186/s13321-020-00463-2