Michael S. Albergo

Sampling QCD field configurations with gauge-equivariant flow models

2022 · arXiv (Cornell University)

Machine learning methods based on normalizing flows have been shown to address important challenges, such as critical slowing-down and topological freezing, in the sampling of gauge field configurations in simple lattice field theories. A critical …