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

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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Publication Details

Journal
Physical review. E
Published
2024-11-04
DOI
https://doi.org/10.1103/physreve.110.055302
Citations
1
Primary Topic
Quantum chaos and dynamical systems
Type
article
Field-Weighted Citation Impact
0.28

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article

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

Kunihito Uzawa, K. Hagino
1 citations
Physical review. E
Quantum chaos and dynamical systems
0.28
article

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

Kunihito Uzawa, K. Hagino
article en
1 citations

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.

Physical review. EVol. 110(5)
Kyoto University (JP)
Kyoto University Foundation, Japan Society for the Promotion of Science
Openalex Percentile: Top 43%
Quantum chaos and dynamical systems
0.28
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