Super-resolution of magnetic systems using deep learning

We construct a deep neural network to enhance the resolution of spin structure images formed by spontaneous symmetry breaking in the magnetic systems. Through the deep neural network, an image is expanded to a super-resolution image and reduced to the original image size to be fitted with the input...

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Detalles Bibliográficos
Autores principales: Lee, D. B., Yoon, H. G., Park, S. M., Choi, J. W., Chen, G., 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/PMC10352286/
https://www.ncbi.nlm.nih.gov/pubmed/37460591
http://dx.doi.org/10.1038/s41598-023-38335-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352286/
https://www.ncbi.nlm.nih.gov/pubmed/37460591
http://dx.doi.org/10.1038/s41598-023-38335-y

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