Physics ∩ ML Seminars |
Events During the Week of August 22nd through August 29th, 2021
Monday, August 23rd, 2021
- No events scheduled
Tuesday, August 24th, 2021
- No events scheduled
Wednesday, August 25th, 2021
- Towards Flow-based MCMC for Lattice Gauge Theory with Fermions
- Time: 11:00 am - 12:15 pm
- Place: Online Seminar: Please sign up for our mailing list at www.physicsmeetsml.org for zoom link
- Speaker: Danilo Rezende, Deepmind
- Abstract: In this talk, we’ll review some of the recent developments in Gauge equivariant normalizing flows and discuss their application to sampling field configurations in a lattice. We’ll start by looking at flows for scalar fields and their extension to include fermions in the Yukawa model; we’ll then move on to our work on sampling pure Gauge fields for U(N) and SU(N) Gauge theories. Finally, we’ll discuss how we could extend the pure-Gauge flows to include fermions in the Schwinger model.
- Host: Gary Shiu
Thursday, August 26th, 2021
- No events scheduled
Friday, August 27th, 2021
- No events scheduled