July 28, 2024 to August 3, 2024
Europe/London timezone

Normalizing flows for SU($n$) gauge theories employing singular value decomposition

Jul 31, 2024, 12:35 PM
20m
Talk Algorithms and Artificial Intelligence Algorithms and artificial intelligence

Speaker

Komijani Javad (Technische Universit\"at M\"unchen)

Description

In this talk, we give a progress report on exploring the method of normalizing
flows for generating gauge configurations. We discuss how to use the singular
value decomposition (SVD) to construct gauge-invariant quantities, which can be
employed to build gauge equivariant transformations of SU($n$) gauge links.
We discuss this algorithm's efficiency compared to Wilson loops' spectral flow.

Authors

Komijani Javad (Technische Universit\"at M\"unchen) Marina Krstic Marinkovic (ETH Zurich)

Presentation materials