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coil design 1divertor topology 1magnetic confinement 1stellarator design 1vacuum vessel optimization 1

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20242026
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cs.LG2025

Diffusion for Fusion: Designing Stellarators with Generative AI

Misha Padidar, Teresa Huang, Andrew Giuliani +1

Stellarators are a prospective class of fusion-based power plants that confine a hot plasma with three-dimensional magnetic fields. Typically framed as a PDE-constrained optimizati…