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GS-DeepNet: mastering tokamak plasma equilibria with deep neural networks and the Grad–Shafranov equation

The force-balanced state of magnetically confined plasmas heated up to 100 million degrees Celsius must be sustained long enough to achieve a burning-plasma state, such as in the case of ITER, a fusion reactor that promises a net energy gain. This force balance between the Lorentz force and the pres...

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Detalles Bibliográficos
Autores principales: Joung, Semin, Ghim, Y.-C., Kim, Jaewook, Kwak, Sehyun, Kwon, Daeho, Sung, C., Kim, D., Kim, Hyun-Seok, Bak, J. G., Yoon, S. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516960/
https://www.ncbi.nlm.nih.gov/pubmed/37737481
http://dx.doi.org/10.1038/s41598-023-42991-5