Speeding up the Hybrid-Monte-Carlo algorithm for dynamical fermions
M. Hasenbusch, K. Jansen

TL;DR
This paper introduces a modified Hybrid-Monte-Carlo algorithm that enables larger step-sizes by splitting the pseudo-fermion action, tested on lattice models to improve efficiency.
Contribution
A novel splitting method for the pseudo-fermion action that enhances the Hybrid-Monte-Carlo algorithm's step-size without sacrificing acceptance rate.
Findings
Successful application to 2D lattice Schwinger model
Effective in 4D lattice QCD with Wilson-fermions
Improved computational efficiency
Abstract
We propose a modification of the Hybrid-Monte-Carlo algorithm that allows for a larger step-size of the integration scheme at constant acceptance rate. The key ingredient is the splitting of the pseudo-fermion action into two parts. We test our proposal at the example of the two-dimensional lattice Schwinger model and four-dimensional lattice QCD with two degenerate flavours of Wilson- fermions.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
