Aug 8 – 13, 2022
Hörsaalzentrum Poppelsdorf
Europe/Berlin timezone

Metadynamics Surfing on Topology Barriers in the Schwinger Model

Aug 9, 2022, 8:00 PM
1h
Poster Presentation Algorithms (including Machine Learning, Quantum Computing, Tensor Networks) Poster

Speaker

Philip Rouenhoff (University of Wuppertal)

Description

Topological freezing is a well known problem in lattice simulations: with shrinking lattice spacing, a transition between topological sectors becomes increasingly improbable, leading to a problematic increase of the autocorrelation time. We present our investigation of metadynamics as a solution for topological freezing in the Schwinger model. Specifically, we take a closer look at the collective variable used in this process and its scaling behaviour. We visualize the effects of topological freezing and how metadynamics helps in that respect. Possible implications for and differences to four-dimensional SU(3) are briefly discussed.

Primary authors

Christian Hoelbling Philip Rouenhoff (University of Wuppertal) Timo Eichhorn (University of Wuppertal)

Presentation materials