aiqbench analysis
This research investigates discrete quantum random walks on d-regular graphs using Haar-random coin operators, revealing that while the coin subspace undergoes depolarization, vertex measurements can still extract information about the initial state indefinitely. The study demonstrates that these systems function as bipartite strongly interacting models where one subsystem is heavily perturbed yet retains measurable correlations with the other. Such findings are significant for understanding decoherence in quantum systems rather than for immediate applications in search algorithms.
Quantum random walks on d-regular graphs with Haar-random coin operators
arXiv:2607.04584v3 Announce Type: replace Abstract: With unitary coin operator that is a random matrix drawn from a uniform distribution with respect to the Haar measure, we construct a variant of a discrete quantum random walk using a d-regular undirected connected simple graph. With each step of the walk, the coin operator random matrix is drawn independently from the distribution. The expectation value over the distribution of random unitaries for the associated quantum channel gives a depolarization channel for the coin subspace and resembles the associated classical random walk where the direction a walker steps depends upon the outcome of a fair coin or balanced d-sided dice. Remarkably, despite the fact that the averaged channel depolarizes the coin subspace, measurements in the vertex subspace can be designed that would reveal information about the initial quantum state, even after many iterations of the channel. We illustrate with examples of quantum walks on Cayley graphs of Abelian groups, such as the cycle and hypercube graphs. For Cayley graphs of Abelian groups, the averaged channel is dephasing in the Fourier basis. These quantum walks are examples of bipartite strongly interacting systems, where one subsystem is strongly perturbed, yet information about the initial state in the other subsystem is potentially measurable forever. Due to its decoherence, a quantum random walk with a Haar-random coin would not be useful in search algorithms but could aid in understanding quantum systems with strongly perturbed subsystems.
Abstract:With unitary coin operator that is a random matrix drawn from a uniform distribution with respect to the Haar measure, we construct a variant of a discrete quantum random walk using a d-regular undirected connected simple graph. With each step of the walk, the coin operator random matrix is drawn independently from the distribution. The expectation value over the distribution of random unitaries for the associated quantum channel gives a depolarization channel for the coin subspace and resembles the associated classical random walk where the direction a walker steps depends upon the outcome of a fair coin or balanced d-sided dice. Remarkably, despite the fact that the averaged channel depolarizes the coin subspace, measurements in the vertex subspace can be designed that would reveal information about the initial quantum state, even after many iterations of the channel. We illustrate with examples of quantum walks on Cayley graphs of Abelian groups, such as the cycle and hypercube graphs. For Cayley graphs of Abelian groups, the averaged channel is dephasing in the Fourier basis. These quantum walks are examples of bipartite strongly interacting systems, where one subsystem is strongly perturbed, yet information about the initial state in the other subsystem is potentially measurable forever. Due to its decoherence, a quantum random walk with a Haar-random coin would not be useful in search algorithms but could aid in understanding quantum systems with strongly perturbed subsystems.
arXiv:2607.04584 [quant-ph]
(or arXiv:2607.04584v3 [quant-ph] for this version)
From: Alice C. Quillen [view email] [v1] Mon, 6 Jul 2026 01:22:00 UTC (250 KB) [v2] Wed, 8 Jul 2026 11:18:35 UTC (250 KB) [v3] Thu, 10 Sep 2026 17:07:13 UTC (248 KB)
Full text under the publisher's open licence · 273 words
Related coverage
Moment Methods for Uniform Average Mixing on Strongly Regular Graphs
arXiv · Oct 8, 2026
A Tale of Two Walks: Kipnis, Marchioro and Presutti Meet Kac in a Quantum World
arXiv · Sep 30, 2026
Deterministic Hypergraph SYK: Melonic Dominance and Maximal Chaos Without Disorder Averaging
arXiv · Sep 18, 2026

Lattice-Based Cryptography Explained
Quantum Zeitgeist · Aug 15, 2026