晶格费米子的施文格-戴森控制变量

Scott Lawrence
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摘要

以前的工作表明,可以根据晶格施文格-戴森关系来构建晶格蒙特卡洛方法的高质量控制变量。本文以 1+1$ 时空维度的 Thirringmodel 为试验平台,将该方法扩展到具有晶格费米子的理论。过去构建这些控制变量涉及大量随晶格体积缩放的拟合参数。通过在扰动理论中计算控制变量,弱耦合时信噪比的数量级改进所需的拟合参数数量减少到了一个数量级。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Schwinger-Dyson control variates for lattice fermions
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 $1+1$ 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.
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