- Open Access
Tensor Networks for Noninvertible Symmetries in and Beyond
Phys. Rev. X 15, 041006 – Published 8 October, 2025
DOI: https://doi.org/10.1103/p32z-v884
Abstract
Tensor networks provide a natural language for noninvertible symmetries in general Hamiltonian lattice models. We use ZX-diagrams, which are tensor network presentations of quantum circuits, to define a noninvertible operator implementing the Wegner duality in lattice gauge theory. The noninvertible 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 noninvertible duality operators (including noninvertible parity and reflection symmetries) of generalized Ising models based on graphs, encompassing the Ising model, the three-spin Ising model, the Ashkin-Teller model, and the plaquette Ising model. The mixing (or lack thereof) with spatial symmetries is understood from a unifying perspective based on graph theory.
Physics Subject Headings (PhySH)
Popular Summary
In quantum physics, symmetries are often viewed as reversible transformations—like rotating or flipping an object and then returning it to its original state. However, recent discoveries have uncovered a new class of symmetries that are not invertible: Once applied, these transformations cannot be reversed. These noninvertible symmetries are proving to be powerful tools for understanding the behavior of quantum many-body systems. In this study, we explore how to describe and analyze these symmetries using graphical tools from quantum information theory.
We use tensor networks and a diagrammatic method called ZX-calculus to create a concrete, visual framework for studying noninvertible symmetries. First, we reinterpret a classic example known as Kramers-Wannier duality in 1D systems, revealing new structural insights. Next, we apply our approach to a more complex system—a 3D quantum lattice model called lattice gauge theory—to examine a duality known as Wegner duality. Our diagrams illustrate how this duality interacts with spatial symmetries and imposes restrictions on the system’s ground states. We demonstrate how our method captures noninvertible symmetries across a wide range of generalized Ising models, which describe quantum spins on a lattice, thereby deepening our understanding of well-known phenomena in condensed matter physics.
Looking ahead, this study paves the way for new insights into quantum phases of matter. These graphical methods will aid researchers in understanding symmetries in concrete lattice models and establishing connections to symmetries in continuum quantum field theories, such as quantum electrodynamics.
Article Text
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Throughout this section, we use to denote a set of vertices that host physical qubits. This is not to be confused with , the number of sites on the cubic lattice in Sec. 5.
In the quantum information literature, and are called the parity-check matrix and the corresponding Tanner graph, respectively.
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The diagram in the second line is well defined because, for each , there is only one and one that it is incident to. In other words, there are no dangling wires and no junctions of wires at any .
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It is also equivalent to the dipole Ising model [167], so one can interpret this duality as the dipole KW duality [47, 168].
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Given two graphs and , the tensor (Kronecker) product is defined as the graph with vertex set such that there is an edge between and if and only if there is an edge between and in for , 2. The name is inspired by the fact that the adjacency matrix of is the tensor (Kronecker) product of the adjacency matrices of and .
An isomorphism from to is a bijective map such that and have an edge between them if and only if and have an edge between them. Disjoint union of graphs is also known as graph sum, which explains this notation. The canonical isomorphism from to is given by the obvious inclusions,
While does not necessarily have a duality symmetry, it always has a condensation operator , which is simply the sum of all the symmetry operators up to a normalization.
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P. G. would like to thank Richard Hammack for pointing out a related graph.
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The matrix element can be interpreted as the partition function of the 3D (classical) topological gauge theory on . This is the lattice counterpart of the continuum result in the second line of Eq. (5.32), where the fusion coefficient is the partition function of the 3D gauge theory.
Since is multiplied by in Eq. (a23), the choice of does not matter.
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The counterpart of this equation is where can be viewed as the condensation operator for an ordinary symmetry. The higher quantum symmetry is .
