A PINN solves the time-dependent quasi-static MHD equations in axisymmetric tokamak geometry without training data and reproduces vertical plasma displacement seen in ground-truth simulations.
Melt damage to the JET ITER-like Wall and divertor , volume =
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A Physics-Informed Neural Network for Solving the Quasi-static Magnetohydrodynamic Equations
A PINN solves the time-dependent quasi-static MHD equations in axisymmetric tokamak geometry without training data and reproduces vertical plasma displacement seen in ground-truth simulations.