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福克空间量子蒙特卡罗方法中的加速收敛

Accelerating Convergence in Fock Space Quantum Monte Carlo Methods.

作者信息

Neufeld Verena A, Thom Alex J W

机构信息

Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, United Kingdom.

出版信息

J Chem Theory Comput. 2020 Mar 10;16(3):1503-1510. doi: 10.1021/acs.jctc.9b01023. Epub 2020 Feb 10.

Abstract

The convergence of full configuration interaction quantum Monte Carlo (FCIQMC) is accelerated using a quasi-Newton propagation (QN) which can also be applied to coupled cluster Monte Carlo (CCMC). The computational scaling of this optimized propagation is [Formula: see text], keeping the additional computational cost to a bare minimum. Its effects are investigated deterministically and stochastically on a model system, the uniform electron gas, with Hilbert space size up to 10, and shown to accelerate convergence of the instantaneous projected energy by over an order of magnitude in the FCIQMC test case. Its capabilities are then demonstrated with FCIQMC on an archetypical quantum chemistry problem, the chromium dimer, in an all-electron basis set with Hilbert space size of about 10 yielding highly accurate FCI energies.

摘要

使用准牛顿传播(QN)加速了全组态相互作用量子蒙特卡罗(FCIQMC)的收敛,该方法也可应用于耦合簇蒙特卡罗(CCMC)。这种优化传播的计算标度为[公式:见原文],将额外的计算成本降至最低。在一个模型系统——均匀电子气上,对其效果进行了确定性和随机性研究,该系统的希尔伯特空间大小可达10,并表明在FCIQMC测试案例中,它能将瞬时投影能量的收敛速度提高一个数量级以上。然后,在一个典型的量子化学问题——铬二聚体上,使用全电子基组且希尔伯特空间大小约为10的FCIQMC展示了其能力,得到了高精度的FCI能量。

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