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PRODID:UW-Madison-Physics-Events
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UID:UW-Physics-Event-6642
DTSTART:20210825T160000Z
DTEND:20210825T171500Z
DTSTAMP:20260414T192238Z
LAST-MODIFIED:20210908T050157Z
LOCATION:Online Seminar: Please sign up for our mailing list at www.ph
 ysicsmeetsml.org for zoom link
SUMMARY:Towards Flow-based MCMC for Lattice Gauge Theory with Fermions
 \, Physics ∩ ML Seminar\, Danilo Rezende\, Deepmind
DESCRIPTION:In this talk\, we’ll review some of the recent developme
 nts in Gauge equivariant normalizing flows and discuss their applicati
 on to sampling field configurations in a lattice. We’ll start by loo
 king at flows for scalar fields and their extension to include fermion
 s in the Yukawa model\; we’ll then move on to our work on sampling p
 ure 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 i
 n the Schwinger model.
URL:https://www.physics.wisc.edu/events/?id=6642
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