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Topological magnetic structure generation using VAE-GAN hybrid model and discriminator-driven latent sampling
Recently, deep generative models using machine intelligence are widely utilized to investigate scientific systems by generating scientific data. In this study, we experiment with a hybrid model of a variational autoencoder (VAE) and a generative adversarial network (GAN) to generate a variety of pla...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10663506/ https://www.ncbi.nlm.nih.gov/pubmed/37989882 http://dx.doi.org/10.1038/s41598-023-47866-3 |