Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

arXiv:2510.06624 · Progress of Theoretical and Experimental Physics

Phase Structure Analysis of a 2D Lattice CP(1) Model with a θ Term using the Tensor Renormalization Group Method

Hayato Aizawa, Shinji Takeda, Yusuke Yoshimura

Published Dec 8, 2025• 3 citations
arXivHTMLPDF

Abstract

Abstract We investigate the phase structure of a 2D lattice CP(1) model with a $\theta$ term. In particular, we aim to identify a critical region expected to exist along a $\theta =\pi$ line. To explore the phase structure nonperturbatively and avoid the sign problem, we employ the tensor renormalization group method. We make two improvements compared to previous tensor network studies. The first improvement involves refining the initial tensor. Specifically, we construct it using a quadrature method, which achieves higher accuracy compared to the conventional approach. The second improvement consists of analyzing the phase structure using the information on the conformal field theory, namely the central charge and the scaling dimensions, which can be accessed relatively easily via the tensor renormalization group method. Thanks to these improvements, we identify both the onset of the critical region, $\beta _{\rm c}=0.5952(8)$, and its universality class as the SU(2)${}_{k=1}$ Wess–Zumino–Witten model.

DOI
10.1093/ptep/ptaf179

Related papers

Phase structure analysis of 2d CP(1) model with $\theta$ term by tensor renormalization group

Hayato Aizawa, Shinji Takeda, Yusuke Yoshimura

We analyze the phase structure of 2d lattice CP(1) model with $\theta$ term by using the bond-weighted tensor renormalization group method. We propose a new tensor network representation for the model using the quadrature scheme and confirm that its accuracy is better than that of the conventional character-like expansion. As a probe to study the phase structure, we adopt the central charge and the scaling dimensions. The numerical results indicate an existence of critical point at $\theta=\pi$, which is consistent with the Haldane's conjecture.

International Symposium on Lattice Field Theory (LATTICE)•Feb 10, 2025•0 citations

Phase structure analysis of CP(1) model with $θ$ term by tensor renormalization group

Aizawa, Hayato, Shinji Takeda, Yusuke Yoshimura

We analyze the phase structure of 2d lattice CP(1) model with $θ$ term by using the bond-weighted tensor renormalization group method. We propose a new tensor network representation for the model using the quadrature scheme and confirm that its accuracy is better than that of the conventional character-like expansion. As a probe to study the phase structure, we adopt the central charge and the scaling dimensions. The numerical results indicate an existence of critical point at $θ=π$, which is consistent with the Haldane's conjecture.

arXiv:2502.06135•Feb 10, 2025•0 citations

Solving Sign Problem: Phase-Structure Analysis of a Lattice Model with a Topological θ Term Using Tensor Renormalization Group Approach

This study clarifies the phase structure of the two-dimensional lattice CP(1) model with a θ term by employing the tensor renormalization group method and conformal field theory, thus enabling the circumvention of the sign problem and logarithmic corrections.

JPS Hot Topics•Jan 1, 2026•0 citations

Loop-TNR analysis of CP(1) model with theta term

Hikaru Kawauchi, Shinji Takeda

The phase structure of the two dimensional lattice CP(1) model in the presence of the θ term is analyzed by tensor network methods. The tensor renormalization group, which is a standard renormalization method of tensor networks, is used for the regions θ = 0 and θ ≠ 0. Loop-TNR, which is more suitable for the analysis of near criticality, is also implemented for the region θ = 0. The application of Loop-TNR for the region θ ≠ 0 is left for future work.

•Mar 26, 2018•4 citations

Loop-TNR analysis of CP(1) model with theta term

Hikaru Kawauchi, Shinji Takeda

The phase structure of the two dimensional lattice CP(1) model in the presence of the θ term is analyzed by tensor network methods. The tensor renormalization group, which is a standard renormalization method of tensor networks, is used for the regions θ = 0 and θ ≠ 0. Loop-TNR, which is more suitable for the analysis of near criticality, is also implemented for the region θ = 0. The application of Loop-TNR for the region θ ≠ 0 is left for future work.

arXiv:1710.09804•EPJ Web of Conferences•Jan 1, 2018•6 citations

Tensor renormalization group analysis of CP(N-1) model in two dimensions

Hikaru Kawauchi

We apply the higher order tensor renormalization group to lattice CP(N -1) model in two dimensions.A tensor network representation of CP(N -1) model is derived.We confirm that the numerical results of the CP(1) model without the θ -term using this method are consistent with that of the O(3) model which is analyzed by the same method in the region β ≫ 1 and that obtained by Monte Carlo simulation in a wider range of β .

International Symposium on Lattice Field Theory (LATTICE)•Jul 15, 2016•3 citations
Abstract We investigate the phase structure of a 2D lattice CP(1) model with a θ\thetaθ term. In particular, we aim to identify a critical region expected to exist along a θ=π\theta =\piθ=π line. To explore the phase structure nonperturbatively and avoid the sign problem, we employ the tensor renormalization group method. We make two improvements compared to previous tensor network studies. The first improvement involves refining the initial tensor. Specifically, we construct it using a quadrature method, which achieves higher accuracy compared to the conventional approach. The second improvement consists of analyzing the phase structure using the information on the conformal field theory, namely the central charge and the scaling dimensions, which can be accessed relatively easily via the tensor renormalization group method. Thanks to these improvements, we identify both the onset of the critical region, βc=0.5952(8)\beta _{\rm c}=0.5952(8)βc​=0.5952(8), and its universality class as the SU(2)k=1{}_{k=1}k=1​ Wess–Zumino–Witten model.
Phase structure analysis of 2d CP(1) model with θ\thetaθ term by tensor renormalization group
We analyze the phase structure of 2d lattice CP(1) model with θ\thetaθ term by using the bond-weighted tensor renormalization group method. We propose a new tensor network representation for the model using the quadrature scheme and confirm that its accuracy is better than that of the conventional character-like expansion. As a probe to study the phase structure, we adopt the central charge and the scaling dimensions. The numerical results indicate an existence of critical point at θ=π\theta=\piθ=π, which is consistent with the Haldane's conjecture.
Phase structure analysis of CP(1) model with θθθ term by tensor renormalization group
We analyze the phase structure of 2d lattice CP(1) model with θθθ term by using the bond-weighted tensor renormalization group method. We propose a new tensor network representation for the model using the quadrature scheme and confirm that its accuracy is better than that of the conventional character-like expansion. As a probe to study the phase structure, we adopt the central charge and the scaling dimensions. The numerical results indicate an existence of critical point at θ=πθ=πθ=π, which is consistent with the Haldane's conjecture.