hep-lat · 2026-06-29 · No. 38

High Energy Physics - Lattice, 2026-06-29.

1 new papers in hep-lat. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Sampling the Schwinger Model with Gauge-Equivariant Diffusion

    Octavio Vega, Aida X. El-Khadra

    hep-lat · cond-mat.str-el · cs.LG

    We present a first study of a diffusion-based approach to accelerated sampling of the $N_f = 2$ lattice Schwinger model. Our work is inspired by recent and growing successes in developing such generative models for ensemble generation in LFT to overcome the well-known critical slowing down problem. We train a U(1)-equivariant score-based generative model to sample gauge link configurations from the marginal Schwinger model. By computing model...

    arxiv.org/abs/2606.27481 · PDF

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