Efficient simulation of infinite tree tensor network states on the Bethe lattice

TL;DR

This paper demonstrates that the simple update method is an efficient and accurate way to simulate infinite tree tensor network states on the Bethe lattice, revealing quantum phase transitions in specific models.

Contribution

It shows the effectiveness of the simple update approach for infinite tree tensor networks on the Bethe lattice and connects it with the Bethe approximation.

Findings

Identified second-order phase transition in the transverse Ising model with finite correlation length.

Discovered first-order phase transition in the XXZ model at the isotropic point.

Extended the simple update method to approximate two-dimensional lattices effectively.

Abstract

We show that the simple update approach proposed by Jiang et. al. [H.C. Jiang, Z.Y. Weng, and T. Xiang, Phys. Rev. Lett. 101, 090603 (2008)] is an efficient and accurate method for determining the infinite tree tensor network states on the Bethe lattice. Ground state properties of the quantum transverse Ising model and the Heisenberg XXZ model on the Bethe lattice are studied. The transverse Ising model is found to undergo a second-order quantum phase transition with a diverging magnetic susceptibility but a finite correlation length which is upper-bounded by 1/ln(q-1) even at the transition point (q is the coordinate number of the Bethe lattice). An intuitive explanation on this peculiar "critical" phenomenon is given. The XXZ model on the Bethe lattice undergoes a first-order quantum phase transition at the isotropic point. Furthermore, the simple update scheme is found to be related with the Bethe approximation. Finally, by applying the simple update to various tree tensor clusters, we can obtain rather nice and scalable approximations for two-dimensional lattices.