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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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Dettagli Bibliografici
Pubblicato in:J Cheminform
Autori principali: Kwon, Youngchun, Lee, Dongseon, Choi, Youn-Suk, Shin, Kyoham, Kang, Seokho
Natura: Artigo
Lingua:Inglês
Pubblicazione: Springer International Publishing 2020
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Accesso online: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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