Improving ideal MHD equilibrium accuracy with physics-informed neural networks
We present a novel approach to compute three-dimensional magnetohydrodynamic equilibria with isotropic pressure profiles and nested surfaces by parametrizing Fourier modes with artificial neural networks (NNs). The full nonlinear global force residual of single equilibria across the volume in real s...
Furkejuvvon:
| Váldodahkkit: | , , , , |
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| Materiálatiipa: | Artigo |
| Giella: | Inglês |
| Almmustuhtton: |
IOP Publishing
2026-01-01
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| Ráidu: | Nuclear Fusion |
| Fáttát: | |
| Liŋkkat: | https://doi.org/10.1088/1741-4326/ae2937 |
| Fáddágilkorat: |
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