|
|
|
Algorithms for variational Monte Carlo calculations of fermion projected entangled pair states in the swap gates formulation and the detailed balance of tensor network sequential sampling |
| Yantao Wu(武琰涛)1,† and Zhehao Dai(戴哲昊)2 |
1 Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China; 2 Department of Physics and Astronomy, University of Pittsburgh, PA 15213, USA |
|
|
|
|
Abstract In recent years, variational Monte Carlo (VMC) calculations of projected entangled pair states (PEPS) have emerged as a competitive method for computing the ground states of many-body quantum systems. This approach is particularly important for fermionic systems, where sign problems are prevalent. We derive and explain the algorithms for VMC calculations of fermionic PEPS within the swap-gates formulation. As a separate key result, we prove the detailed balance for sequential sampling of tensor networks.
|
Received: 20 September 2025
Revised: 27 November 2025
Accepted manuscript online: 02 December 2025
|
|
PACS:
|
05.30.Fk
|
(Fermion systems and electron gas)
|
| |
02.70.-c
|
(Computational techniques; simulations)
|
|
| Fund: Y.W. is supported by a startup grant from the IOP CAS. |
Corresponding Authors:
Yantao Wu
E-mail: yantaow@iphy.ac.cn
|
Cite this article:
Yantao Wu(武琰涛) and Zhehao Dai(戴哲昊) Algorithms for variational Monte Carlo calculations of fermion projected entangled pair states in the swap gates formulation and the detailed balance of tensor network sequential sampling 2026 Chin. Phys. B 35 020502
|
[1] Loh E Y, Gubernatis J E, Scalettar R T, White S R, Scalapino D J and Sugar R L 1990 Phys. Rev. B 41 9301 [2] Jordan P and Wigner E P 1928 Z. Phys. 47 631 [3] White S R 1992 Phys. Rev. Lett. 69 2863 [4] Kraus C V, Schuch N, Verstraete F and Cirac J I 2010 Phys. Rev. A 81 052338 [5] Barthel T, Pineda C and Eisert J 2009 Phys. Rev. A 80 042333 [6] Pizorn I and Verstraete F 2010 Phys. Rev. B 81 245110 [7] Shi Q Q, Li S H, Zhao J H and Zhou H Q 2009 arXiv:0907.5520[condmat.str-el] [8] Corboz P, Orus R, Bauer B and Vidal G 2010 Phys. Rev. B 81 165104 [9] Corboz P and Vidal G 2009 Phys. Rev. B 80 165129 [10] Gu Z C, Verstraete F and Wen X G 2010 arXiv:1004.2563[condmat.str-el] [11] Liu W Y, Zhai H, Peng R, Gu Z C and Chan G K L 2025 Phys. Rev. Lett. 134 256502 [12] Verstraete F and Cirac J I 2004[arXiv:cond-mat/0407066] [13] Lubasch M, Cirac J I and Banuls M C 2014 Phys. Rev. B 90 064425 [14] Liu W Y, Dong S, Wang C, Han Y, An H, Guo G C and He L 2018 Phys. Rev. B 98 241109 [15] Liu W Y, Gong S S, Li Y B, Poilblanc D, Chen W Q and Gu Z C 2022 Sci. Bull. 67 1034 [16] Liu W Y, Hasik J, Gong S S, Poilblanc D, Chen W Q and Gu Z C 2022 Phys. Rev. X 12 031039 [17] Liu W Y, Gong S S, Chen W Q and Gu Z C 2024 Sci. Bull. 69 190 [18] Liu W Y, Poilblanc D, Gong S S, Chen W Q and Gu Z C 2024 Phys. Rev. B 109 235116 [19] Liu W Y, Zhang X T, Wang Z, Gong S S, Chen W Q and Gu Z C 2024 Phys. Rev. Lett. 133 026502 [20] Liu W Y, Huang Y Z, Gong S S and Gu Z C 2021 Phys. Rev. B 103 235155 [21] Dai Z, Wu Y, Wang T and Zaletel M P 2025 Phys. Rev. Lett. 134 026502 [22] An fPEPS is a holomorphic ansatz [23] Sorella S 1998 Phys. Rev. Lett. 80 4558 [24] Provost J P and Vallee G 1980 Commun. Math. Phys. 76 289 [25] Jiang H C, Weng Z Y and Xiang T 2008 Phys. Rev. Lett. 101 090603 [26] Jordan J, Orus R, Vidal G, Verstraete F and Cirac J I 2008 Phys. Rev. Lett. 101 250602 [27] Corboz P, Orus R, Bauer B and Vidal G 2010 Phys. Rev. B 81 165104 [28] Scheb M and Noack R M 2023 Phys. Rev. B 107 165112 [29] Gu Y, Li W, Lin H, Zhan B, Li R, Huang Y, He D, Wu Y, Xiang T, Qin M, Wang L and Lv D 2025 arXiv:2507.02644[cond-mat.str-el] [30] Hauschild J and Pollmann F 2018 SciPost Phys. Lect. Notes 5 [31] Hauschild J, Unfried J, Anand S, et al. 2024 SciPost Phys. Codebases 41 [32] Wu Y and Dai Z 2025 GitHub Data Repository |
| No Suggested Reading articles found! |
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
Altmetric
|
|
blogs
Facebook pages
Wikipedia page
Google+ users
|
Online attention
Altmetric calculates a score based on the online attention an article receives. Each coloured thread in the circle represents a different type of online attention. The number in the centre is the Altmetric score. Social media and mainstream news media are the main sources that calculate the score. Reference managers such as Mendeley are also tracked but do not contribute to the score. Older articles often score higher because they have had more time to get noticed. To account for this, Altmetric has included the context data for other articles of a similar age.
View more on Altmetrics
|
|
|