Abstract:We investigate the role of the noise schedule in diffusion processes on Lie groups, with particular emphasis on applications to lattice gauge theory. We show that a specific noise schedule leads to a linear decay of the expectation value of the Wilson action as a function of diffusion time. We compare this with Euclidean diffusion models, where such behavior requires an explicitly designed drift term, while in the Lie-group setting it arises naturally.
| Comments: | 5 pages |
| Subjects: | High Energy Physics - Lattice (hep-lat); Machine Learning (cs.LG) |
| Cite as: | arXiv:2605.17326 [hep-lat] |
| (or arXiv:2605.17326v1 [hep-lat] for this version) | |
| https://doi.org/10.48550/arXiv.2605.17326 arXiv-issued DOI via DataCite |
From: Javad Komijani [view email]
[v1]
Sun, 17 May 2026 08:34:31 UTC (6 KB)
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