Schwinger-Dyson control variates for lattice fermions
High Energy Physics - Lattice
2024-04-17 v1
Abstract
Previous work has shown that high-quality control variates for lattice Monte Carlo methods may be constructed from lattice Schwinger-Dyson relations. This paper extends that method to theories with lattice fermions, using the Thirring model in spacetime dimensions as a testbed. Past construction of these control variates involved a number of fitting parameters that scaled with lattice volume. By computing the control variate in perturbation theory, the number of fitting parameters required for an order-of-magnitude improvement in the signal-to-noise ratio at weak coupling is reduced to be of order one.
Keywords
Cite
@article{arxiv.2404.10707,
title = {Schwinger-Dyson control variates for lattice fermions},
author = {Scott Lawrence},
journal= {arXiv preprint arXiv:2404.10707},
year = {2024}
}
Comments
8 pages, 4 figures