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A de novo molecular generation method using latent vector based generative adversarial network
Deep learning methods applied to drug discovery have been used to generate novel structures. In this study, we propose a new deep learning architecture, LatentGAN, which combines an autoencoder and a generative adversarial neural network for de novo molecular design. We applied the method in two sce...
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| Publicado no: | J Cheminform |
|---|---|
| Main Authors: | , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Springer International Publishing
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6892210/ https://ncbi.nlm.nih.gov/pubmed/33430938 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-019-0397-9 |
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