Nonperturbative trivializing flows for lattice gauge theories
| Authors |
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| Publication date | 01-11-2025 |
| Journal | Physical Review D |
| Article number | 094516 |
| Volume | Issue number | 112 | 9 |
| Number of pages | 14 |
| Organisations |
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| Abstract | Continuous normalizing flows are known to be highly expressive and flexible, which allows for easier incorporation of large symmetries and makes them a powerful computational tool for lattice field theories. Building on previous work, we present a general continuous normalizing flow architecture for matrix Lie groups that is equivariant under group transformations. We apply this to lattice gauge theories in two dimensions as a proof of principle and demonstrate competitive performance, showing its potential as a tool for future lattice computations. |
| Document type | Article |
| Language | English |
| Published at | https://doi.org/10.1103/31d5-hvp6 |
| Other links | https://www.scopus.com/pages/publications/105026373456 |
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Nonperturbative trivializing flows for lattice gauge theories
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