Physics-regularized neural network of the ideal-MHD solution operator in Wendelstein 7-X configurations

The computational cost of constructing 3D magnetohydrodynamic (MHD) equilibria is one of the limiting factors in stellarator research and design. Although data-driven approaches have been proposed to provide fast 3D MHD equilibria, the accuracy with which equilibrium properties are reconstructed is...

Полное описание

Библиографические подробности

Главные авторы:	Andrea Merlo, Daniel Böckenhoff, Jonathan Schilling, Samuel Aaron Lazerson, Thomas Sunn Pedersen, the W7-X Team
Формат:	Artigo
Язык:	Inglês
Опубликовано:	IOP Publishing 2023-01-01
Серии:	Nuclear Fusion
Предметы:	neural networks surrogate models ideal-MHD Wendelstein 7-X
Online-ссылка:	https://doi.org/10.1088/1741-4326/acc852
Метки:	Добавить метку Нет меток, Требуется 1-ая метка записи!