Cited by 38Quantum many-body systemsQuantum Computing Algorithms and ArchitectureCold Atom Physics and Bose-Einstein Condensates

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Simulation of three-dimensional quantum systems with projected entangled-pair states

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Vlaar, Patrick C. G., Corboz, Philippe·2021·Physical Review B

Abstract

Tensor network algorithms have proven to be very powerful tools for studying one- and two-dimensional quantum many-body systems. However, their application to three-dimensional (3D) quantum systems has so far been limited, mostly because the efficient contraction of a 3D tensor network is very challenging. In this paper, we develop and benchmark two contraction approaches for infinite projected entangled-pair states (iPEPS) in 3D. The first approach is based on a contraction of a finite cluster of tensors including an effective environment to approximate the full 3D network. The second approach performs a full contraction of the network by first iteratively contracting layers of the network with a boundary iPEPS, followed by a contraction of the resulting quasi-2D network using the corner transfer matrix renormalization group. Benchmark data for the Heisenberg and Bose-Hubbard models on the cubic lattice show that the algorithms provide competitive results compared to other approaches, making iPEPS a promising tool to study challenging open problems in 3D.

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  • As the size of PEPS tensors is exponential in d, the methodology quickly becomes impractical, with extreme restrictions on feasible simulations even in three dimensions.

    “Moreover, as the size of the tensors is exponential in d, this methodology quickly becomes impractical, with extreme restrictions on feasible simulations even in three dimensions 54 .”

    From Beyond-classical computation in quantum simulation (2025) · cites this paper as [54]

    The iPEPS ansatz section describes six D-dimensional auxiliary indices for a 3D tensor, and the Introduction says the additional legs increase computational cost. Section III reports that a large-cluster contraction typically is feasible only at D = 2. But the paper does not characterize 3D iPEPS as generally impractical: its Summary presents a practical method at reasonable cost. It also uses d for the local physical-index dimension, not spatial dimension. (LLM, conf=0.87)

    Experimental — accuracy not yet measured
  • Neighborhood-update costs, beyond simple update, have severe scaling as local loops are incorporated in higher-dimensional lattices.

    “Neighborhood-update costs, beyond simple update, have severe scaling as local loops are incorporated in higher-dimensional lattices 54 .”

    From Beyond-classical computation in quantum simulation (2025) · cites this paper as [54]

    Section III (p. 205137-3) says small 3D cluster contractions neglect loops and that larger clusters have steep costs, reaching O(D^29). The Summary and Discussion (p. 205137-9) says a cluster update would cost more than simple update, but does not establish that incorporating local loops causes severe scaling for neighborhood updates specifically; the quantified scaling is for contractions. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • Even on the 3D simple cubic lattice, scaling of basic neighborhood bra-ket contractions (beyond locally tree-like approximations) can be as severe as O(D 29 ), thereby limiting bond dimension to D ≤ 2 and hence reducing the support for entanglement.

    “Even on the 3D simple cubic lattice, scaling of basic neighborhood bra-ket contractions (beyond locally tree-like approximations) can be as severe as O(D 29 ), thereby limiting bond dimension to D ≤ 2 and hence reducing the support for entanglement 54 .”

    From Beyond-classical computation in quantum simulation (2025) · cites this paper as [54]

    Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

    Experimental — accuracy not yet measured
  • The deterministic scheme employing double-layer PEPS is not practical beyond D = 4.

    “The deterministic scheme employing double-layer PEPS 54 is not practical beyond D = 4.”

    From Beyond-classical computation in quantum simulation (2025) · cites this paper as [54]

    Section IV describes a double-layer boundary-iPEPS contraction, and the Heisenberg-model section reports simulations through D = 4. The paper also reports steep computational scaling, but it does not state that the scheme is impractical beyond D = 4; D = 4 is the largest value tested there. (LLM, conf=0.82)

    Experimental — accuracy not yet measured

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Research works printed but not linked: 102

  1. 10.1007/BF02099178 · DOI · Paper page
  2. 10.1103/PhysRevLett.75.3537 · DOI · Paper page
  3. 10.1103/PhysRevLett.69.2863 · DOI · Paper page
  4. 10.1016/j.aop.2010.09.012 · DOI · Paper page
  5. 10.1103/PhysRevA.75.033605 · DOI
  6. 10.1088/1367-2630/1/1/007 · DOI
  7. 10.1103/PhysRevE.64.016705 · DOI
  8. 10.1103/PhysRevLett.101.250602 · DOI · Paper page
  9. 10.1103/PhysRevLett.112.147203 · DOI
  10. 10.1103/PhysRevLett.113.046402 · DOI
  11. 10.1103/PhysRevLett.118.137202 · DOI
  12. 10.21468/SciPostPhys.3.4.030 · DOI
  13. 10.1126/science.aam7127 · DOI · Paper page
  14. 10.1103/PhysRevB.97.174408 · DOI
  15. 10.1103/PhysRevB.100.195141 · DOI
  16. 10.1103/PhysRevB.100.035134 · DOI
  17. 10.1016/j.aop.2020.168292 · DOI
  18. 10.1038/s41467-019-10410-x · DOI
  19. 10.1038/s41467-020-15320-x · DOI
  20. 10.1103/PhysRevLett.125.017201 · DOI
  21. 10.21468/SciPostPhys.10.1.012 · DOI
  22. 10.1103/PhysRevLett.106.127202 · DOI
  23. 10.1103/PhysRevB.86.134429 · DOI
  24. 10.1103/PhysRevB.86.245101 · DOI
  25. 10.1103/PhysRevB.88.064407 · DOI
  26. 10.1103/PhysRevB.92.035120 · DOI
  27. 10.1103/PhysRevB.92.035152 · DOI
  28. 10.1103/PhysRevB.95.075140 · DOI
  29. 10.1103/PhysRevB.95.214409 · DOI
  30. 10.1103/PhysRevB.96.014420 · DOI
  31. 10.1103/PhysRevB.97.075146 · DOI
  32. 10.1103/PhysRevB.98.045110 · DOI
  33. 10.1016/j.scib.2018.11.007 · DOI
  34. 10.1103/PhysRevLett.122.070502 · DOI
  35. 10.1103/PhysRevB.99.035115 · DOI
  36. 10.1103/PhysRevB.99.205132 · DOI
  37. 10.1103/PhysRevResearch.1.033038 · DOI
  38. 10.1103/PhysRevB.99.245107 · DOI
  39. 10.1103/PhysRevB.100.165147 · DOI
  40. 10.1038/s41586-021-03411-8 · DOI
  41. 10.1103/PhysRevB.103.075113 · DOI
  42. 10.1103/PhysRevB.99.165121 · DOI
  43. 10.1103/PhysRevB.101.195109 · DOI
  44. 10.21468/SciPostPhys.6.3.031 · DOI
  45. 10.21468/SciPostPhys.8.2.021 · DOI
  46. 10.1103/PhysRevB.102.235132 · DOI
  47. 10.1038/s41467-017-01511-6 · DOI
  48. 10.1143/JPSJ.65.891 · DOI
  49. 10.1103/PhysRevB.98.235148 · DOI · Paper page
  50. 10.1103/PhysRevLett.99.120601 · DOI
  51. 10.1103/PhysRevLett.103.160601 · DOI
  52. 10.1103/PhysRevB.86.045139 · DOI
  53. 10.1103/PhysRevLett.115.180405 · DOI
  54. 10.1103/PhysRevB.95.045117 · DOI
  55. 10.1103/PhysRevLett.93.040502 · DOI · Paper page
  56. 10.1103/PhysRevB.97.045145 · DOI · Paper page
  57. 10.1143/JPSJ.67.3066 · DOI
  58. 10.1103/PhysRevB.85.205117 · DOI
  59. 10.1103/PhysRevB.87.085130 · DOI
  60. 10.1016/j.physa.2016.12.080 · DOI
  61. 10.1016/S0550-3213(00)00133-4 · DOI
  62. 10.1143/PTP.105.409 · DOI
  63. 10.1103/PhysRevE.65.046702 · DOI
  64. 10.1143/PTP.110.691 · DOI
  65. 10.1103/PhysRevB.71.024404 · DOI
  66. 10.1103/PhysRevE.98.042145 · DOI
  67. 10.1103/PhysRevLett.101.090603 · DOI · Paper page
  68. 10.1103/PhysRevB.92.035142 · DOI · Paper page
  69. 10.1103/PhysRevB.96.155120 · DOI
  70. 10.1103/PhysRevB.99.195105 · DOI
  71. 10.1038/s41598-020-75548-x · DOI
  72. 10.1103/PhysRevB.91.064415 · DOI
  73. 10.1103/PhysRevB.93.060407 · DOI
  74. 10.1088/1367-2630/16/3/033014 · DOI
  75. 10.1103/PhysRevB.90.064425 · DOI · Paper page
  76. 10.1103/PhysRevB.94.035133 · DOI · Paper page
  77. 10.1103/PhysRevB.94.155123 · DOI · Paper page
  78. 10.1103/PhysRevX.9.031041 · DOI · Paper page
  79. 10.1103/PhysRevLett.98.070201 · DOI
  80. 10.1103/PhysRevA.86.022317 · DOI
  81. 10.1103/PhysRevB.91.115137 · DOI
  82. 10.1103/PhysRevB.81.165104 · DOI
  83. 10.1103/PhysRevA.74.022320 · DOI · Paper page
  84. 10.1103/PhysRevB.77.214431 · DOI
  85. 10.1016/j.aop.2011.11.012 · DOI
  86. 10.1103/PhysRevB.86.195137 · DOI
  87. 10.1103/PhysRevB.88.035138 · DOI
  88. 10.1103/PhysRevB.83.115125 · DOI
  89. 10.1103/PhysRevB.83.125106 · DOI
  90. 10.1103/PhysRevX.8.031030 · DOI
  91. 10.1103/PhysRevX.8.031031 · DOI
  92. 10.1016/0375-9601(96)00128-4 · DOI
  93. 10.1103/PhysRevB.78.024410 · DOI
  94. 10.1103/PhysRevLett.102.255701 · DOI
  95. 10.1103/PhysRevB.86.075117 · DOI
  96. 10.1007/BF01309171 · DOI
  97. 10.1016/j.jmmm.2006.10.304 · DOI
  98. 10.1088/1742-5468/2011/05/p05001 · DOI
  99. 10.1103/PhysRevB.100.035449 · DOI
  100. 10.1103/PhysRevLett.105.096402 · DOI
  101. 10.1103/PhysRevB.75.134302 · DOI
  102. 10.1103/PhysRevB.80.014524 · DOI

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Metadata

Authors
Vlaar, P. C. G., & Corboz, P.
Affiliations
Delta Institute for Theoretical Physics (NL)
Venue
Physical Review B
Published
2021-05-19
Volume
103
Issue
20
ISSN
  • 2469-9950 (ISSN-L)
  • 2469-9969
OpenAlex
W3132300084
Cited by
38
References
2
Citations by year
2026: 4 · 2025: 12 · 2024: 7 · 2023: 9 · 2022: 4 · 2021: 2
FWCI
2.40
Type
journal article
Language
en
Open access
Locations
  • Physical review. B./Physical review. B (publishedVersion)
  • arXiv (Cornell University) (submittedVersion)
  • UvA-DARE (University of Amsterdam) (submittedVersion, other-oa)
  • Data Archiving and Networked Services (DANS) (submittedVersion, other-oa)
  • arXiv (Cornell University)
Funders
  • Horizon 2020 (677061)
  • Nederlandse Organisatie voor Wetenschappelijk Onderzoek
  • Ministerie van Onderwijs, Cultuur en Wetenschap
Topics
  • Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum many-body systems
  • Physical Sciences › Computer Science › Artificial Intelligence › Quantum Computing Algorithms and Architecture
  • Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Cold Atom Physics and Bose-Einstein Condensates
Keywords
projected entangled pair states, infinite projected entangled pair states, tensor network contraction, three-dimensional quantum systems, corner transfer matrix renormalization group, Heisenberg model, Bose-Hubbard model, cubic lattice, quantum many-body systems

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