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FLARE: Flow Matching with Local Axis-Angle Representations for Stochastic Micromagnetic Evolution

Li, Pengyu et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learningmesoscale-and-nanoscale-physics
Long-horizon micromagnetic simulation remains expensive because conventional and learned solvers typically propagate Landau--Lifshitz--Gilbert (LLG) dynamics step by step. Existing learned approaches generally retain stepwise integration or model deterministic evolution, leaving full-field, direct-h
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