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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2023
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| Soggetti: | |
| Accesso online: | https://arxiv.org/abs/2309.12511 |
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| _version_ | 1866916406435512320 |
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| author | Kiese, Dominik Ge, Anxiang Ritz, Nepomuk von Delft, Jan Wentzell, Nils |
| author_facet | Kiese, Dominik Ge, Anxiang Ritz, Nepomuk von Delft, Jan Wentzell, Nils |
| contents | The Matsubara Green's function formalism stands as a powerful technique for computing the thermodynamic characteristics of interacting quantum many-particle systems at finite temperatures. In this manuscript, our focus centers on introducing MatsubaraFunctions.jl, a Julia library that implements data structures for generalized n-point Green's functions on Matsubara frequency grids. The package's architecture prioritizes user-friendliness without compromising the development of efficient solvers for quantum field theories in equilibrium. Following a comprehensive introduction of the fundamental types, we delve into a thorough examination of key facets of the interface. This encompasses avenues for accessing Green's functions, techniques for extrapolation and interpolation, as well as the incorporation of symmetries and a variety of parallelization strategies. Examples of increasing complexity serve to demonstrate the practical utility of the library, supplemented by discussions on strategies for sidestepping impediments to optimal performance. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2309_12511 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | MatsubaraFunctions.jl: An equilibrium Green's function library in the Julia programming language Kiese, Dominik Ge, Anxiang Ritz, Nepomuk von Delft, Jan Wentzell, Nils Strongly Correlated Electrons Statistical Mechanics Computational Physics The Matsubara Green's function formalism stands as a powerful technique for computing the thermodynamic characteristics of interacting quantum many-particle systems at finite temperatures. In this manuscript, our focus centers on introducing MatsubaraFunctions.jl, a Julia library that implements data structures for generalized n-point Green's functions on Matsubara frequency grids. The package's architecture prioritizes user-friendliness without compromising the development of efficient solvers for quantum field theories in equilibrium. Following a comprehensive introduction of the fundamental types, we delve into a thorough examination of key facets of the interface. This encompasses avenues for accessing Green's functions, techniques for extrapolation and interpolation, as well as the incorporation of symmetries and a variety of parallelization strategies. Examples of increasing complexity serve to demonstrate the practical utility of the library, supplemented by discussions on strategies for sidestepping impediments to optimal performance. |
| title | MatsubaraFunctions.jl: An equilibrium Green's function library in the Julia programming language |
| topic | Strongly Correlated Electrons Statistical Mechanics Computational Physics |
| url | https://arxiv.org/abs/2309.12511 |