基于张量网络方案的四维Ising模型相变

S. Akiyama, Y. Kuramashi, Takumi Yamashita, Yusuke Yoshimura
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引用次数: 11

摘要

我们研究了两种张量网络方案下的四维Ising模型的相变,一种是高阶张量重整化群,另一种是各向异性张量重整化群。采用非纯张量法,将晶格体积增大到1024^4$,得到的内能和磁化强度的结果与弱一阶相变相一致。对于后一种算法,由于并行计算,我们的实现成功地减少了执行时间,并且ATRG提供的结果似乎与HOTRG相当。
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Phase transition of four-dimensional Ising model with tensor network scheme
We investigate the phase transition of the four-dimensional Ising model with two types of tensor network scheme, one is the higher-order tensor renormalization group and the other is the anisotropic tensor renormalization group. The results for the internal energy and magnetization obtained by the former algorithm with the impure tensor method, enlarging the lattice volume up to $1024^4$, are consistent with the weak first-order phase transition. For the later algorithm, our implementation successfully reduces the execution time thanks to the parallel computation and the results provided by ATRG seems comparable to those with HOTRG.
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