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A generative foundation model for 2D magnetized plasma turbulence

Guo, Junyi et al.
arXiv (All) · Papers
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plasma-physics
We present a proof-of-principle study demonstrating a conditional generative foundation model for self-organizing magnetized plasma turbulence. Built on a multichannel flow-matching framework with a spectral decomposition strategy, the model is trained on direct numerical simulations of 2D modified
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