Matrix product operator algebras I: representations of weak Hopf
algebras and projected entangled pair states
- URL: http://arxiv.org/abs/2204.05940v2
- Date: Wed, 29 Jun 2022 13:53:26 GMT
- Title: Matrix product operator algebras I: representations of weak Hopf
algebras and projected entangled pair states
- Authors: Andras Molnar, Alberto Ruiz de Alarc\'on, Jos\'e Garre-Rubio, Norbert
Schuch, J. Ignacio Cirac, David P\'erez-Garc\'ia
- Abstract summary: Matrix Product Operators (MPOs) represent operators acting on 1D systems.
MPOs can be used to represent algebras of non-trivial symmetries.
We show that MPOs can be used to construct Kitaev's quantum double models for Hopf algebras.
- Score: 0.5872014229110214
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Matrix Product Operators (MPOs) are tensor networks representing operators
acting on 1D systems. They model a wide variety of situations, including
communication channels with memory effects, quantum cellular automata, mixed
states in 1D quantum systems, or holographic boundary models associated to 2D
quantum systems. A scenario where MPOs have proven particularly useful is to
represent algebras of non-trivial symmetries. Concretely, the boundary of both
symmetry protected and topologically ordered phases in 2D quantum systems
exhibit symmetries in the form of MPOs.
In this paper, we develop a theory of MPOs as representations of algebraic
structures. We establish a dictionary between algebra and MPO properties which
allows to transfer results between both setups, covering the cases of
pre-bialgebras, weak bialgebras, and weak Hopf algebras. We define the notion
of pulling-through algebras, which abstracts the minimal requirements needed to
define topologically ordered 2D tensor networks from MPO algebras. We show, as
one of our main results, that any semisimple pivotal weak Hopf algebra is a
pulling-trough algebra. We demonstrate the power of this framework by showing
that they can be used to construct Kitaev's quantum double models for Hopf
algebras solely from an MPO representation of the Hopf algebra, in the exact
same way as MPO symmetries obtained from fusion categories can be used to
construct Levin-Wen string-net models, and to explain all their topological
features; it thus allows to describe both Kitaev and string-net models on the
same formal footing.
Related papers
- Quantum cellular automata and categorical duality of spin chains [0.0]
We study categorical dualities, which are bounded-spread isomorphisms between algebras of symmetry-respecting local operators on a spin chain.
A fundamental question about dualities is whether they can be extended to quantum cellular automata.
We present a solution to the extension problem using the machinery of Doplicher-Haag-Roberts bimodules.
arXiv Detail & Related papers (2024-10-11T15:00:50Z) - Weak Hopf symmetry and tube algebra of the generalized multifusion string-net model [2.206623168926072]
We investigate the generalization of string-net ground states and lattice Hamiltonians, delving into its associated weak Hopf symmetry.
For the multifusion string-net, the gauge symmetry manifests as a general weak Hopf algebra, leading to a reducible vacuum string label.
arXiv Detail & Related papers (2024-03-07T12:27:43Z) - Algebras of actions in an agent's representations of the world [51.06229789727133]
We use our framework to reproduce the symmetry-based representations from the symmetry-based disentangled representation learning formalism.
We then study the algebras of the transformations of worlds with features that occur in simple reinforcement learning scenarios.
Using computational methods, that we developed, we extract the algebras of the transformations of these worlds and classify them according to their properties.
arXiv Detail & Related papers (2023-10-02T18:24:51Z) - Local topological order and boundary algebras [0.0]
We introduce axioms for locally topologically ordered quantum spin systems in terms of nets of local ground state projections.
For a locally topologically ordered spin system on $mathbbZk$, we define a local net of boundary algebras on $mathbbZk-1$.
We construct a canonical quantum channel so that states on the boundary quasi-local algebra parameterize bulk-boundary states without reference to a boundary Hamiltonian.
arXiv Detail & Related papers (2023-07-24T06:38:48Z) - Vectorization of the density matrix and quantum simulation of the von
Neumann equation of time-dependent Hamiltonians [65.268245109828]
We develop a general framework to linearize the von-Neumann equation rendering it in a suitable form for quantum simulations.
We show that one of these linearizations of the von-Neumann equation corresponds to the standard case in which the state vector becomes the column stacked elements of the density matrix.
A quantum algorithm to simulate the dynamics of the density matrix is proposed.
arXiv Detail & Related papers (2023-06-14T23:08:51Z) - Quantum Current and Holographic Categorical Symmetry [62.07387569558919]
A quantum current is defined as symmetric operators that can transport symmetry charges over an arbitrary long distance.
The condition for quantum currents to be superconducting is also specified, which corresponds to condensation of anyons in one higher dimension.
arXiv Detail & Related papers (2023-05-22T11:00:25Z) - Deep Learning Symmetries and Their Lie Groups, Algebras, and Subalgebras
from First Principles [55.41644538483948]
We design a deep-learning algorithm for the discovery and identification of the continuous group of symmetries present in a labeled dataset.
We use fully connected neural networks to model the transformations symmetry and the corresponding generators.
Our study also opens the door for using a machine learning approach in the mathematical study of Lie groups and their properties.
arXiv Detail & Related papers (2023-01-13T16:25:25Z) - Quantum teleportation in the commuting operator framework [63.69764116066747]
We present unbiased teleportation schemes for relative commutants $N'cap M$ of a large class of finite-index inclusions $Nsubseteq M$ of tracial von Neumann algebras.
We show that any tight teleportation scheme for $N$ necessarily arises from an orthonormal unitary Pimsner-Popa basis of $M_n(mathbbC)$ over $N'$.
arXiv Detail & Related papers (2022-08-02T00:20:46Z) - Dynamical symmetry algebra of two superintegrable two-dimensional
systems [0.0]
We will re-examine two pseudo-Hermitian quantum systems $E_8$ and $E_10$ from such a classification.
Those extra ladder operators are exploited to obtain the generating spectrum algebra and the dynamical symmetry one.
arXiv Detail & Related papers (2022-03-12T14:24:56Z) - Dualities in one-dimensional quantum lattice models: symmetric
Hamiltonians and matrix product operator intertwiners [0.0]
We present a systematic recipe for generating and classifying duality transformations in one-dimensional quantum lattice systems.
Our construction emphasizes the role of global symmetries, including those described by (non)-abelian groups.
We illustrate this approach for known dualities such as Kramers-Wannier, Jordan-Wigner, Kennedy-Tasaki and the IRF-vertex correspondence.
arXiv Detail & Related papers (2021-12-16T18:22:49Z) - Algebraic Neural Networks: Stability to Deformations [179.55535781816343]
We study algebraic neural networks (AlgNNs) with commutative algebras.
AlgNNs unify diverse architectures such as Euclidean convolutional neural networks, graph neural networks, and group neural networks.
arXiv Detail & Related papers (2020-09-03T03:41:38Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.