Numerical continuum tensor networks in two dimensions
Abstract
We describe the use of tensor networks to numerically determine wave functions of interacting two-dimensional fermionic models in the continuum limit. We use two different tensor network states: one based on the numerical continuum limit of fermionic projected entangled pair states obtained via a tensor network formulation of multigrid and another based on the combination of the fermionic projected entangled pair state with layers of isometric coarse-graining transformations. We first benchmark our approach on the two-dimensional free Fermi gas then proceed to study the two-dimensional interacting Fermi gas with an attractive interaction in the unitary limit, using tensor networks on grids with up to 1000 sites.
Additional Information
© 2021 Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI. Received 31 August 2020; accepted 31 March 2021; published 19 April 2021. This work was supported by the US National Science Foundation (NSF) via grant CHE-1665333. GKC acknowledges support from the Simons Foundation via the Many-Electron Collaboration and via the Simons Investigator program. We have used the uni10 library [51] for implementation and pyscf [52] to obtain benchmark data. We thank H. Shi, J. Drut, and T. Berkelbach for helpful discussions regarding the unitary Fermi gas.Attached Files
Published - PhysRevResearch.3.023057.pdf
Submitted - 2008.10566.pdf
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Additional details
- Eprint ID
- 105489
- Resolver ID
- CaltechAUTHORS:20200923-104453194
- NSF
- CHE-1665333
- Simons Foundation
- Created
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2020-09-23Created from EPrint's datestamp field
- Updated
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2021-04-21Created from EPrint's last_modified field