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arXiv 2601.08552cond-mat.str-el
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线性正则系量子蒙特卡洛:从稀疏费米气体到平面带铁磁性

Linear Ensemble-Constrained Quantum Monte Carlo: From Dilute Fermi Gas to Flat-Band Ferromagnetism

Key Laboratory of Artificial Structures and Quantum Control (Ministry of Education) School of Physics and Astronomy, Shanghai Jiao Tong University(上海交通大学物理与天文学院人工结构量子控制教育部重点实验室);Institute of Theoretical Physics, Chinese Academy of Sciences(中国科学院理论物理研究所);Hefei National Laboratory(合肥国家实验室)

Tu Hong, Kun Chen, Xiao Yan Xu

AI总结:

本文提出了一种线性缩放的正则系量子蒙特卡洛算法,用于研究稀疏费米气体和一维平面带系统中的强关联低密度相。

摘要:

我们提出了一种有限温度正则系行列量子蒙特卡洛算法,该算法强制精确的费米数,并能够稳定地模拟关联的晶格费米子。我们提出了一种稳定的QR更新方法,将计算复杂度从标准的三次方缩放$O(βN^3)$降低到线性缩放$O(βN N_e^2)$,其中$N$是系统大小,$N_e$是粒子数。这在稀疏区域($N_e \ll N$)带来了显著的加速,使能够无偏地访问大规模强关联低密度相的模拟。我们验证了该方法在具有局域Hubbard相互作用的稀疏费米气体上的有效性,观察到稀疏极限下费米符号问题的抑制。此外,我们将这种方法应用于一维平面带系统,其中正则系允许对填充进行精确控制。我们揭示了在半填充区域低温下出现的铁磁不稳定性。我们的线性缩放方法为研究稀疏量子物质中的涌现现象提供了一种强大的工具。

英文摘要:

We present a finite-temperature canonical-ensemble determinant quantum Monte Carlo algorithm that enforces an exact fermion number and enables numerically stable simulations of correlated lattice fermions. We propose a stabilized QR update that reduces the computational complexity from standard cubic scaling $O(βN^3)$ to linear scaling $O(βN N_e^2)$ with respect to the system size $N$, where $N_e$ is the particle number. This yields a dramatic speedup in dilute regimes ($N_e \ll N$), opening unbiased access to large-scale simulations of strongly correlated low-density phases. We validate the method on the dilute Fermi gas with onsite Hubbard interactions, observing the suppression of the fermion sign problem in the dilute limit. Furthermore, we apply this approach to a one-dimensional flat-band system, where the canonical ensemble allows for precise control over filling. We reveal a ferromagnetic instability at low temperatures in the half-filling regime. Our linear-scaling approach provides a powerful tool for investigating emergent phenomena in dilute quantum matter.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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