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...

Descripción completa

Detalles Bibliográficos
Autores principales: Park, S. M., Yoon, H. G., Lee, D. B., Choi, J. W., Kwon, H. Y., Won, C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
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

Internet

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

Ejemplares similares