Deep neural network Grad–Shafranov solver constrained with measured magnetic signals
Author:
Funder
National Research Foundation of Korea
KAI-NEET, KAIST, Korea
Publisher
IOP Publishing
Subject
Condensed Matter Physics,Nuclear and High Energy Physics
Link
http://iopscience.iop.org/article/10.1088/1741-4326/ab555f/pdf
Reference66 articles.
1. Reconstruction of current profile parameters and plasma shapes in tokamaks
2. Ideal Magnetohydrodynamics
3. MHD Equilibrium Reconstruction in the DIII-D Tokamak
4. Equilibrium analysis of iron core tokamaks using a full domain method
5. Equilibrium properties of spherical torus plasmas in NSTX
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