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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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Detalhes bibliográficos
Publicado no:J Cheminform
Main Authors: Kwon, Youngchun, Lee, Dongseon, Choi, Youn-Suk, Shin, Kyoham, Kang, Seokho
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7513488/
https://ncbi.nlm.nih.gov/pubmed/33431050
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-020-00463-2
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