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Tensor networks for non-invertible symmetries in 3+1d and beyond

Pranay Gorantla, Shu-Heng Shao, Nathanan Tantivasadakarn

TL;DR

The paper develops a ZX-calculus–based tensor-network framework for non-invertible symmetries arising from KW and Wegner dualities in low- and higher-dimensional lattice models. It constructs explicit non-invertible duality operators as ZX diagrams (and PEPOs in 3+1d), derives their fusion algebras with condensation operators, and analyzes how these dualities interact with lattice/spatial symmetries. A central result is the diffusion of D^2 into a translation-tacted condensation, $\mathsf D^2=\mathsf C\,T_{1,1,1}$, and the emergence of a nine-fold torus ground-state degeneracy at the self-dual point in the 3+1d theory, controlled by a Lieb–Schultz–Mattis–type constraint. The framework is extended to generalized TFIMs on graphs, yielding a family of non-invertible dualities $\mathsf D_{\rho}$ associated with reversing automorphisms $\rho$, with operator algebras $\mathsf D_\rho^2=T_{\rho^2}\mathsf C$ and $\mathsf D_\rho\mathsf D_{\rho'}=T_{\rho\circ\rho'}\mathsf C$, and rich examples (Ising, Ashkin–Teller, three-spin Ising, plaquette Ising) that reveal when dualities mix with spatial symmetries. These results offer a unifying diagrammatic view of non-invertible symmetries across dimensions and graph-based architectures, with implications for phase structure and SPT-like sectors protected by such symmetries.

Abstract

Tensor networks provide a natural language for non-invertible symmetries in general Hamiltonian lattice models. We use ZX-diagrams, which are tensor network presentations of quantum circuits, to define a non-invertible operator implementing the Wegner duality in 3+1d lattice $\mathbb{Z}_2$ gauge theory. The non-invertible algebra, which mixes with lattice translations, can be efficiently computed using ZX-calculus. We further deform the $\mathbb{Z}_2$ gauge theory while preserving the duality and find a model with nine exactly degenerate ground states on a torus, consistent with the Lieb-Schultz-Mattis-type constraint imposed by the symmetry. Finally, we provide a ZX-diagram presentation of the non-invertible duality operators (including non-invertible parity/reflection symmetries) of generalized Ising models based on graphs, encompassing the 1+1d Ising model, the three-spin Ising model, the Ashkin-Teller model, and the 2+1d plaquette Ising model. The mixing (or lack thereof) with spatial symmetries is understood from a unifying perspective based on graph theory.

Tensor networks for non-invertible symmetries in 3+1d and beyond

TL;DR

The paper develops a ZX-calculus–based tensor-network framework for non-invertible symmetries arising from KW and Wegner dualities in low- and higher-dimensional lattice models. It constructs explicit non-invertible duality operators as ZX diagrams (and PEPOs in 3+1d), derives their fusion algebras with condensation operators, and analyzes how these dualities interact with lattice/spatial symmetries. A central result is the diffusion of D^2 into a translation-tacted condensation, , and the emergence of a nine-fold torus ground-state degeneracy at the self-dual point in the 3+1d theory, controlled by a Lieb–Schultz–Mattis–type constraint. The framework is extended to generalized TFIMs on graphs, yielding a family of non-invertible dualities associated with reversing automorphisms , with operator algebras and , and rich examples (Ising, Ashkin–Teller, three-spin Ising, plaquette Ising) that reveal when dualities mix with spatial symmetries. These results offer a unifying diagrammatic view of non-invertible symmetries across dimensions and graph-based architectures, with implications for phase structure and SPT-like sectors protected by such symmetries.

Abstract

Tensor networks provide a natural language for non-invertible symmetries in general Hamiltonian lattice models. We use ZX-diagrams, which are tensor network presentations of quantum circuits, to define a non-invertible operator implementing the Wegner duality in 3+1d lattice gauge theory. The non-invertible algebra, which mixes with lattice translations, can be efficiently computed using ZX-calculus. We further deform the gauge theory while preserving the duality and find a model with nine exactly degenerate ground states on a torus, consistent with the Lieb-Schultz-Mattis-type constraint imposed by the symmetry. Finally, we provide a ZX-diagram presentation of the non-invertible duality operators (including non-invertible parity/reflection symmetries) of generalized Ising models based on graphs, encompassing the 1+1d Ising model, the three-spin Ising model, the Ashkin-Teller model, and the 2+1d plaquette Ising model. The mixing (or lack thereof) with spatial symmetries is understood from a unifying perspective based on graph theory.
Paper Structure (39 sections, 195 equations, 11 figures, 2 tables)

This paper contains 39 sections, 195 equations, 11 figures, 2 tables.

Figures (11)

  • Figure 1: The tensor network representations, or the ZX-diagrams, of (a) the Kramers-Wannier duality map in 1+1d and (b) the Wegner duality map in 3+1d. In (a), time flows from left to right, so the input legs are on the sites of the periodic chain and the output legs are on the links. In (b), the flow of time is indicated by the arrows, so the input legs are on the links (thick gray lines) of the periodic cubic lattice and the output legs are on the plaquettes. (We show only the part of the diagram in a unit cell; the full diagram is obtained by repeating and gluing this diagram periodically in the three spatial directions.)
  • Figure 2: The local terms and the Gauss law of the Hamiltonian \ref{['tH']} of the lattice $\mathbb Z_2$ gauge theory. (a) The magnetic flux term on a plaquette (first term of \ref{['tH']}), (b) the electric field term on a link (second term of \ref{['tH']}), and (c) the Gauss law operator $G_s$ at a site.
  • Figure 3: The Gauss law and the local terms of the gauged Hamiltonian \ref{['gaugedH']}. (a) The Gauss law operator $G_\ell$ for the 2-form gauge field on a link, (b) the minimal coupling term on a plaquette (first term of \ref{['gaugedH']}), and (c) the flux term of the 2-form gauge field on a cube (third term of \ref{['gaugedH']}). The second term of \ref{['gaugedH']} is the same as Figure \ref{['fig:Hterms']}(b).
  • Figure 4: The local terms and the Gauss law of the gauged Hamiltonian \ref{['gaugedH']} in the new variables. (a) The dual magnetic flux term on a link (second term of \ref{['dualH']}), (b) the dual electric field term on a plaquette (first term of \ref{['dualH']}), and (c) the dual Gauss law operator on a cube (third term of \ref{['dualH']}).
  • Figure 5: Action of the duality operator $\mathsf D$ on the terms of the Hamiltonian $\widetilde{H}$.
  • ...and 6 more figures