Small matrix path integral in imaginary time.

IF 3.1 2区 化学 Q3 CHEMISTRY, PHYSICAL
Rapti Pal, Nancy Makri
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引用次数: 0

Abstract

Thermal equilibrium properties are usually obtained from the imaginary-time path integral representation of the Boltzmann operator in combination with Monte Carlo integration methods. In some situations (identical fermions or frustrated Hamiltonians), the Boltzmann matrix leads to terms of alternating sign, which leads to a sign problem that severely impacts convergence. In this paper, we develop a robust and efficient quadrature-based method suitable for computing the Boltzmann matrix for discrete systems coupled to common or local harmonic baths. By expressing the discretized path integral with the influence functional in terms of a sum of matrix products, we develop a small matrix path integral (SMatPI) decomposition that allows iterative propagation in imaginary time while circumventing the storage of tensors employed in earlier work. The method is illustrated with several examples that involve two- and three-level systems coupled to common or local baths. We show that cyclic tight-binding Hamiltonians with positive coupling parameters give rise to Boltzmann matrix elements with alternating signs, presenting a severe sign problem to Monte Carlo approaches, while the SMatPI algorithm is stable and efficient.

虚时间中的小矩阵路径积分。
热平衡性质通常由玻尔兹曼算子的虚时间路径积分表示与蒙特卡罗积分方法相结合得到。在某些情况下(相同的费米子或受挫的哈密顿量),玻尔兹曼矩阵导致交替符号项,这导致严重影响收敛的符号问题。在本文中,我们开发了一种鲁棒和有效的基于正交的方法,适用于计算与共谐波或局部谐波相耦合的离散系统的玻尔兹曼矩阵。通过用矩阵积的和表示影响泛函的离散路径积分,我们开发了一个小矩阵路径积分(SMatPI)分解,它允许在虚时间内迭代传播,同时避免了早期工作中使用的张量的存储。用几个例子说明了该方法,这些例子涉及到与公共或局部浴室耦合的两级和三级系统。我们证明了具有正耦合参数的循环紧密结合哈密顿量会产生具有交替符号的玻尔兹曼矩阵元素,这给蒙特卡罗方法带来了严重的符号问题,而SMatPI算法是稳定和高效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Chemical Physics
Journal of Chemical Physics 物理-物理:原子、分子和化学物理
CiteScore
7.40
自引率
15.90%
发文量
1615
审稿时长
2 months
期刊介绍: The Journal of Chemical Physics publishes quantitative and rigorous science of long-lasting value in methods and applications of chemical physics. The Journal also publishes brief Communications of significant new findings, Perspectives on the latest advances in the field, and Special Topic issues. The Journal focuses on innovative research in experimental and theoretical areas of chemical physics, including spectroscopy, dynamics, kinetics, statistical mechanics, and quantum mechanics. In addition, topical areas such as polymers, soft matter, materials, surfaces/interfaces, and systems of biological relevance are of increasing importance. Topical coverage includes: Theoretical Methods and Algorithms Advanced Experimental Techniques Atoms, Molecules, and Clusters Liquids, Glasses, and Crystals Surfaces, Interfaces, and Materials Polymers and Soft Matter Biological Molecules and Networks.
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