Gauge-equivariant neural networks for lattice gauge theory

Wednesday Jul 29, 2020, 11:00 AM → 12:30 PM America/New_York

Zoom

Speaker: James Stokes, CCM/CCQ

Title: Gauge-equivariant neural networks for lattice gauge theory

Description: I will discuss recent application of gauge-equivariant neural networks to free energy estimation in lattice gauge statistical field theories. I will also comment on the relation to the gauge-equivariant formalism introduced by Cohen et al.

Readings:
https://arxiv.org/abs/2003.06413
https://arxiv.org/pdf/1902.04615.pdf
 

Please email Sara Mejias Gonzalez for Zoom information.