Delay Update in determinant quantum Monte Carlo

Fuente: arXiv
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Autores principales: Sun, Fanjie, Xu, Xiao Yan
Formato: Preprint
Publicado: 2023
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author Sun, Fanjie
Xu, Xiao Yan
author_facet Sun, Fanjie
Xu, Xiao Yan
contents Determinant quantum Monte Carlo (DQMC) is a widely used unbiased numerical method for simulating strongly correlated electron systems. However, the update process in DQMC is often a bottleneck for its efficiency. To address this issue, we propose a generalized delay update scheme that can handle both onsite and extended interactions. Our delay update scheme can be implemented in both zero-temperature and finite-temperature versions of DQMC. We apply the delay update scheme to various strongly correlated electron models and evaluate its efficiency under different conditions. Our results demonstrate that the proposed delay update scheme significantly improves the efficiency of DQMC simulations, enable it to simulate larger system size.
format Preprint
id arxiv_https___arxiv_org_abs_2308_12005
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle Delay Update in determinant quantum Monte Carlo
Sun, Fanjie
Xu, Xiao Yan
Strongly Correlated Electrons
Determinant quantum Monte Carlo (DQMC) is a widely used unbiased numerical method for simulating strongly correlated electron systems. However, the update process in DQMC is often a bottleneck for its efficiency. To address this issue, we propose a generalized delay update scheme that can handle both onsite and extended interactions. Our delay update scheme can be implemented in both zero-temperature and finite-temperature versions of DQMC. We apply the delay update scheme to various strongly correlated electron models and evaluate its efficiency under different conditions. Our results demonstrate that the proposed delay update scheme significantly improves the efficiency of DQMC simulations, enable it to simulate larger system size.
title Delay Update in determinant quantum Monte Carlo
topic Strongly Correlated Electrons
url https://arxiv.org/abs/2308.12005