4.6 Article

Faster methods for contracting infinite two-dimensional tensor networks

Journal

PHYSICAL REVIEW B
Volume 98, Issue 23, Pages -

Publisher

AMER PHYSICAL SOC
DOI: 10.1103/PhysRevB.98.235148

Keywords

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Funding

  1. National Science Foundation Graduate Research Fellowship Program (NSF GRFP) [DGE-1144469]
  2. Austrian Science Fund (FWF) [F4104 SFB ViCoM, F4014 SFB FoQuS]
  3. European Research Council (ERC) [715861]
  4. Research Foundation Flanders (FWO)
  5. European Research Council (ERC) under the European Unions Horizon 2020 research and innovation programme [647905]
  6. National Science Foundation [ACI-1548562]

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We revisit the corner transfer matrix renormalization group (CTMRG) method of Nishino and Okunishi for contracting two-dimensional (2D) tensor networks and demonstrate that its performance can be substantially improved by determining the tensors using an eigenvalue solver as opposed to the power method used in CTMRG. We also generalize the variational uniform matrix product state (VUMPS) ansatz for diagonalizing 1D quantum Hamiltonians to the case of 2D transfer matrices and discuss similarities with the corner methods. These two new algorithms will be crucial to improving the performance of variational infinite projected entangled pair state (PEPS) methods.

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