The paper surveys AI surrogates including PINNs, neural operators, and hybrid generative models as ways to reach high-Re and high-S MHD regimes beyond direct numerical simulation.
Magnetic 28 Eliu Huerta control of tokamak plasmas through deep reinforcement learning.Nature, 602(7897):414–419, February 2022
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The paper surveys AI surrogates including PINNs, neural operators, and hybrid generative models as ways to reach high-Re and high-S MHD regimes beyond direct numerical simulation.