A generative foundation model for 2D magnetized plasma turbulence

arXiv:2610.36155 · physics.plasm-ph · Submitted 2026-10-26 · Read on arXiv

physics.plasm-ph

Submitted: 2026-10-26

Updated: 2026-10-26

Terminology

• Foundation Model — 1× in this paper · explained in 3 episodes

Related papers

• Reconstruction of Multiscale Plasma Dynamics Across Operating Regimes
• Is Your AI Fast Enough to Run a Fusion Reactor?
• GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
• Synthetic 2D magnetic turbulence with controlled island structuring
• Electromagnetic ghosts in pair plasmas
• Collisionless whistler heat-flux instability in ultra-high- beta plasmas