Preprint
Aug 2026
An Inverse Grad-Shafranov Neural Network Approach to Tokamak Magnetic Control
A new approach to tokamak magnetic control enabling high-precision plasma shaping and novel real-time adaptability is experimentally demonstrated on the Tokamak a Configuration Variable (TCV). The method is motivated by the insight that, under appropriate assumptions, a real-time inverse Grad-Shafranov solver approxima...
Allen M. Wang, A. Mele, C. Heiß et al.
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