journal article·2019-04-01Open access

Tensor renormalization group algorithms with a projective truncation method

Yoshifumi Nakamura, Hideaki Oba, Shinji Takeda

Physical Review B· Volume 99· Issue 15

Abstract

We apply the projective truncation technique to the tensor renormalization group (TRG) algorithm in order to reduce the computational cost from $O({\ensuremath{\chi}}6)$ to $O({\ensuremath{\chi}}5)$, where $\ensuremath{\chi}$ is the bond dimension, and propose three kinds of algorithms for demonstration. On the other hand, the technique causes a systematic error due to the incompleteness of a projector composed of isometries and in addition requires iteration steps to determine the isometries. Nevertheless, we find that the accuracy of the free energy for the Ising model on a square lattice is recovered to the level of TRG with a few iteration steps even at the critical temperature for $\ensuremath{\chi}=32$, 48, and 64.
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Research context

OpenAlex topics: Quantum many-body systems · Physics of Superconductivity and Magnetism · Tensor decomposition and applications

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