New toroidally spectral field solver added to XGC enables accurate modeling of low-n MHD modes like kink and tearing by relaxing large aspect ratio assumption while controlling complexity via toroidal spectral discretization.
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Adjoint PINN surrogates are constructed to evolve runaway electron fluid moments and distributions for arbitrary initial conditions, achieving orders-of-magnitude speedup over conventional RE solvers with reported validation agreement.
citing papers explorer
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A toroidally spectral field solver in the X-point Gyrokinetic Code for accurate simulation of reduced magneto-hydrodynamic modes
New toroidally spectral field solver added to XGC enables accurate modeling of low-n MHD modes like kink and tearing by relaxing large aspect ratio assumption while controlling complexity via toroidal spectral discretization.
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Hierarchical Framework of Runaway Electrons using Deep Learning
Adjoint PINN surrogates are constructed to evolve runaway electron fluid moments and distributions for arbitrary initial conditions, achieving orders-of-magnitude speedup over conventional RE solvers with reported validation agreement.