NT/RBRC hybrid seminar

"Flow-based sampling for lattice field theories"

Presented by Dr Fernando Romero-López, MIT

Friday, February 17, 2023, 11:00 am — Large Seminar Room, Bldg. 510

Abstract:
Lattice QCD is a powerful first-principles approach to QCD at low energies. Despite its success, lattice QCD calculations suffer from critical slowing down as the continuum limit is approached. Promising results suggest that machine-learned flow-based algorithms may instead provide efficient sampling of gauge field configurations in various lattice field theories. In this talk, I will review the recent progress applying these methods to lattice gauge theories.

Hosted by: Andrew Hanlon

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