Application of the shift-invert Lanczos algorithm to a nonequilibrium Green's function for transport problems.

IF 2.4 3区 物理与天体物理 Q1 Mathematics Physical review. E Pub Date : 2024-11-01 DOI:10.1103/PhysRevE.110.055302
K Uzawa, K Hagino
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引用次数: 0

Abstract

Nonequilibrium Green's function theory and related methods are widely used to describe transport phenomena in many-body systems, but they often require a costly inversion of a large matrix. We show here that the shift-invert Lanczos method can dramatically reduce the computational effort. We apply the method to two test problems, namely a simple model Hamiltonian and to a more realistic Hamiltonian for nuclear fission. For a Hamiltonian of dimension 66 103 we find that the computation time is reduced by a factor of 33 compared to the direct calculation of the Green's function.

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平移逆Lanczos算法在运输问题非平衡格林函数中的应用。
非平衡格林函数理论及其相关方法被广泛用于描述多体系统中的输运现象,但它们往往需要对一个大矩阵进行昂贵的反演。我们在这里展示了移位逆变的Lanczos方法可以大大减少计算量。我们将该方法应用于两个测试问题,即一个简单的模型哈密顿量和一个更现实的核裂变哈密顿量。对于66103维的哈密顿函数,我们发现与直接计算格林函数相比,计算时间减少了33倍。
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来源期刊
Physical review. E
Physical review. E 物理-物理:流体与等离子体
CiteScore
4.60
自引率
16.70%
发文量
0
审稿时长
3.3 months
期刊介绍: Physical Review E (PRE), broad and interdisciplinary in scope, focuses on collective phenomena of many-body systems, with statistical physics and nonlinear dynamics as the central themes of the journal. Physical Review E publishes recent developments in biological and soft matter physics including granular materials, colloids, complex fluids, liquid crystals, and polymers. The journal covers fluid dynamics and plasma physics and includes sections on computational and interdisciplinary physics, for example, complex networks.
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