28 July 2024 to 3 August 2024
Europe/London timezone

Fourier-accelerated HMC for the 2D SU(N) X SU(N) principal chiral model

30 Jul 2024, 18:15
1h
Poster Algorithms and Artificial Intelligence Poster session and reception

Speaker

Brian Pendleton (The University of Edinburgh)

Description

We report the results of Fourier-accelerated HMC simulations of 2D SU(N) X SU(N) principal chiral models for N = 2, 3, 4, 6, 9. These models share several key properties with 4D QCD, for example asymptotic freedom and dynamical mass generation. Even for modest correlation lengths, we find integrated autocorrelation times are decreased by an order of magnitude relative to standard HMC, with relatively little computational overhead. Our results suggest that the relative advantage of Fourier Acceleration over traditional HMC decreases as N increases, possibly due to the enlarged group space associated with larger N. Our Monte Carlo results agree with the exact mass spectra and continuum scaling behaviour predicted by the exact solution obtained using the Bethe ansatz.

Primary author

Brian Pendleton (The University of Edinburgh)

Co-authors

Mr Pablo Morande (The University of Edinburgh) Roger Horsley (University of Edinburgh)

Presentation materials