Fermionic tensor network methods
Fuente:
arXiv
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| Autori principali: | , , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866910783284183040 |
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| author | Mortier, Quinten Devos, Lukas Burgelman, Lander Vanhecke, Bram Bultinck, Nick Verstraete, Frank Haegeman, Jutho Vanderstraeten, Laurens |
| author_facet | Mortier, Quinten Devos, Lukas Burgelman, Lander Vanhecke, Bram Bultinck, Nick Verstraete, Frank Haegeman, Jutho Vanderstraeten, Laurens |
| contents | We show how fermionic statistics can be naturally incorporated in tensor networks on arbitrary graphs through the use of graded Hilbert spaces. This formalism allows to use tensor network methods for fermionic lattice systems in a local way, avoiding the need of a Jordan-Wigner transformation or the explicit tracking of leg crossings by swap gates in 2D tensor networks. The graded Hilbert spaces can be readily integrated with other internal and lattice symmetries in tensor networks, and only require minor extensions to an existing tensor network software package. We review and benchmark the fermionic versions of common algorithms for matrix product states and projected entangled-pair states. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_14611 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Fermionic tensor network methods Mortier, Quinten Devos, Lukas Burgelman, Lander Vanhecke, Bram Bultinck, Nick Verstraete, Frank Haegeman, Jutho Vanderstraeten, Laurens Quantum Physics Strongly Correlated Electrons We show how fermionic statistics can be naturally incorporated in tensor networks on arbitrary graphs through the use of graded Hilbert spaces. This formalism allows to use tensor network methods for fermionic lattice systems in a local way, avoiding the need of a Jordan-Wigner transformation or the explicit tracking of leg crossings by swap gates in 2D tensor networks. The graded Hilbert spaces can be readily integrated with other internal and lattice symmetries in tensor networks, and only require minor extensions to an existing tensor network software package. We review and benchmark the fermionic versions of common algorithms for matrix product states and projected entangled-pair states. |
| title | Fermionic tensor network methods |
| topic | Quantum Physics Strongly Correlated Electrons |
| url | https://arxiv.org/abs/2404.14611 |