2 papers
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…
physics.app-ph2025
A comprehensive exploration of quasisymmetric stellarators and their coil sets
Andrew Giuliani, Eduardo RodrÃguez, Marina Spivak
We augment the `QUAsi-symmetric Stellarator Repository' (QUASR) to include vacuum field stellarators with quasihelical symmetry using a globalized optimization workflow. The databa…