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Diffusion-warm sampling of the XY model enables fast thermalization at scale

Diffusion sampling warm-started by small-lattice training accelerates XY model thermalization at scale, cutting MCMC initialization time by an order of magnitude.

Sehmimul Hoque, Roger Melko, Pooya Ronagh

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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