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Mol-CycleGAN: a generative model for molecular optimization

Designing a molecule with desired properties is one of the biggest challenges in drug development, as it requires optimization of chemical compound structures with respect to many complex properties. To improve the compound design process, we introduce Mol-CycleGAN—a CycleGAN-based model that genera...

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Detalhes bibliográficos
Publicado no:J Cheminform
Main Authors: Maziarka, Łukasz, Pocha, Agnieszka, Kaczmarczyk, Jan, Rataj, Krzysztof, Danel, Tomasz, Warchoł, Michał
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6950853/
https://ncbi.nlm.nih.gov/pubmed/33431006
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-019-0404-1
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