Cargando…
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...
| Autores principales: | , , , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer International Publishing
2019
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6892210/ https://www.ncbi.nlm.nih.gov/pubmed/33430938 http://dx.doi.org/10.1186/s13321-019-0397-9 |