Classification and implementation of unitary-equivariant and permutation-invariant quantum channels
- URL: http://arxiv.org/abs/2510.08154v1
- Date: Thu, 09 Oct 2025 12:35:39 GMT
- Title: Classification and implementation of unitary-equivariant and permutation-invariant quantum channels
- Authors: Laura ManĨinska, Elias Theil,
- Abstract summary: Many quantum information tasks use inputs of the form $rhootimes m$, which naturally induce permutation and unitary symmetries.<n>We classify all quantum channels that respect both symmetries.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Many quantum information tasks use inputs of the form $\rho^{\otimes m}$, which naturally induce permutation and unitary symmetries. We classify all quantum channels that respect both symmetries - i.e. unitary-equivariant and permutation-invariant quantum channels from $(\mathbb{C}^{d})^{\otimes m}$ to $(\mathbb{C}^{d})^{\otimes n}$ - via their extremal points. Operationally, each extremal quantum channel factors as unitary Schur sampling $\rightarrow$ an irrep-level unitary-equivariant quantum channel $\rightarrow$ the adjoint unitary Schur sampling. We give a streaming implementation ansatz that uses an efficient streaming implementation of unitary Schur sampling together with a resource-state primitive, and we apply it to state symmetrization, symmetric cloning, and purity amplification. In these applications we obtain polynomial-time algorithms with exponential memory improvements in $m,n$. Further, for symmetric cloning we present, to our knowledge, the first efficient (polynomial-time) algorithm with explicit memory and gate bounds.
Related papers
- Transmutation based Quantum Simulation for Non-unitary Dynamics [35.35971148847751]
We present a quantum algorithm for simulating dissipative diffusion dynamics generated by positive semidefinite operators of the form $A=Ldagger L$.<n>Our main tool is the Kannai transform, which represents the diffusion semigroup $e-TA$ as a Gaussian-weighted superposition of unitary wave propagators.
arXiv Detail & Related papers (2026-01-07T05:47:22Z) - Design and Optimization of Adaptive Diversity Schemes in Quantum MIMO Channels [45.812053169933705]
We study an adaptive diversity strategy for discrete-variable QuMIMO systems based on universal asymmetric cloning at the transmitter and probabilistic purification at the receiver.<n>Results show that the proposed scheme yields significant fidelity gains in crosstalk-dominated settings and automatically adapts to channel symmetry and channel conditions.<n>This work provides design guidelines for future QuMIMO systems and establishes a robust baseline for more advanced transmission and decoding strategies.
arXiv Detail & Related papers (2025-11-19T15:58:10Z) - Explicit Quantum Circuits for Simulating Linear Differential Equations via Dilation [0.0]
We present a concrete pipeline that connects the dilation formalism with explicit quantum circuit constructions.<n>On the analytical side, we introduce a discretization of the continuous dilation operator that is tailored for quantum implementation.<n>We prove that the resulting scheme achieves a global error bound of order $O(M-3/2)$, up to exponentially small boundary effects.
arXiv Detail & Related papers (2025-09-20T18:54:49Z) - Predicting symmetries of quantum dynamics with optimal samples [41.42817348756889]
Identifying symmetries in quantum dynamics is a crucial challenge with profound implications for quantum technologies.<n>We introduce a unified framework combining group representation theory and subgroup hypothesis testing to predict these symmetries with optimal efficiency.<n>We prove that parallel strategies achieve the same performance as adaptive or indefinite-causal-order protocols.
arXiv Detail & Related papers (2025-02-03T15:57:50Z) - Quantum Algorithms for Stochastic Differential Equations: A Schrƶdingerisation Approach [29.662683446339194]
We propose quantum algorithms for linear differential equations.<n>The gate complexity of our algorithms exhibits an $mathcalO(dlog(Nd))$ dependence on the dimensions.<n>The algorithms are numerically verified for the Ornstein-Uhlenbeck processes, Brownian motions, and one-dimensional L'evy flights.
arXiv Detail & Related papers (2024-12-19T14:04:11Z) - Quantum channels, complex Stiefel manifolds, and optimization [45.9982965995401]
We establish a continuity relation between the topological space of quantum channels and the quotient of the complex Stiefel manifold.
The established relation can be applied to various quantum optimization problems.
arXiv Detail & Related papers (2024-08-19T09:15:54Z) - Solving the homogeneous Bethe-Salpeter equation with a quantum annealer [34.173566188833156]
The homogeneous Bethe-Salpeter equation (hBSE) was solved for the first time by using a D-Wave quantum annealer.
A broad numerical analysis of the proposed algorithms was carried out using both the proprietary simulated-anneaing package and the D-Wave Advantage 4.1 system.
arXiv Detail & Related papers (2024-06-26T18:12:53Z) - Efficient unitary designs and pseudorandom unitaries from permutations [35.66857288673615]
We show that products exponentiated sums of $S(N)$ permutations with random phases match the first $2Omega(n)$ moments of the Haar measure.
The heart of our proof is a conceptual connection between the large dimension (large-$N$) expansion in random matrix theory and the method.
arXiv Detail & Related papers (2024-04-25T17:08:34Z) - Permutation-invariant quantum circuits [4.900041609957432]
We show the integration of the permutation symmetry as the most restrictive discrete symmetry into quantum circuits.
The scaling of the number of parameters is found to be $mathcalO(n3)$, significantly lower than the general case.
arXiv Detail & Related papers (2023-12-22T18:42:48Z) - Gelfand-Tsetlin basis for partially transposed permutations, with
applications to quantum information [0.9208007322096533]
We study representation theory of the partially transposed permutation matrix algebra.
We show how to simplify semidefinite optimization problems over unitary-equivariant quantum channels.
We derive an efficient quantum circuit for implementing the optimal port-based quantum teleportation protocol.
arXiv Detail & Related papers (2023-10-03T17:55:10Z) - The mixed Schur transform: efficient quantum circuit and applications [0.0]
The Schur transform is an important primitive in quantum information and theoretical physics.
We give a generalization of its quantum circuit implementation due to Bacon, Chuang, and Harrow (SODA 2007)
We show how the mixed Schur transform enables efficient implementation of unitary-equivariant channels in various settings.
arXiv Detail & Related papers (2023-10-02T20:03:56Z) - Automatic and effective discovery of quantum kernels [41.61572387137452]
Quantum computing can empower machine learning models by enabling kernel machines to leverage quantum kernels for representing similarity measures between data.<n>We present an approach to this problem, which employs optimization techniques, similar to those used in neural architecture search and AutoML.<n>The results obtained by testing our approach on a high-energy physics problem demonstrate that, in the best-case scenario, we can either match or improve testing accuracy with respect to the manual design approach.
arXiv Detail & Related papers (2022-09-22T16:42:14Z) - Speeding up Learning Quantum States through Group Equivariant
Convolutional Quantum Ans\"atze [13.651587339535961]
We develop a framework for convolutional quantum circuits with SU$(d)$symmetry.
We prove Harrow's statement on equivalence between $nameSU(d)$ and $S_n$ irrep bases.
arXiv Detail & Related papers (2021-12-14T18:03:43Z) - Halving the cost of quantum multiplexed rotations [0.0]
We improve the number of $T$ gates needed for a $b$-bit approximation of a multiplexed quantum gate with $c$ controls.
Our results roughly halve the cost of state-of-art electronic structure simulations based on qubitization of double-factorized or tensor-hypercontracted representations.
arXiv Detail & Related papers (2021-10-26T06:49:44Z)
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.