Unitary Designs from Two Chaotic Hamiltonians and a Random Pauli Operation
- URL: http://arxiv.org/abs/2604.10122v1
- Date: Sat, 11 Apr 2026 09:35:45 GMT
- Title: Unitary Designs from Two Chaotic Hamiltonians and a Random Pauli Operation
- Abstract summary: unitary designs are of fundamental interest in quantum science.<n>Recent developments have explored the possibility of generating unitary designs using only a small number of quantum quenches.<n>We propose the emergence of unitary designs in the temporal ensemble of qubit systems evolved under two distinct chaotic Hamiltonians.
- Score: 11.426625530759457
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The realization of unitary designs is of fundamental interest in quantum science and typically requires the ability to implement structured quantum circuits. Recent developments have explored the possibility of generating unitary designs using only a small number of quantum quenches, in which the evolution during each interval is governed by a static Hamiltonian. In particular, it has been established that at least three chaotic Hamiltonians are required when only Hamiltonian evolutions are employed. In this work, we propose the emergence of unitary designs in the temporal ensemble of qubit systems evolved under two distinct chaotic Hamiltonians for sufficiently long times, supplemented by an intermediate random Pauli operation inserted between them. This result follows from the universal Pauli spectrum of chaotic Hamiltonians, a central concept in the study of non-stabilizerness. Our theoretical predictions are verified numerically using explicit examples, including Gaussian unitary ensemble Hamiltonians and random spin models. We further investigate finite-time and finite-size corrections to the protocol. Our results provide new insights into the dynamical generation of quantum randomness and offer a new route toward realizing unitary designs in chaotic systems.
Related papers
- Unitary designs from perturbed time evolutions of a chaotic Hamiltonian [2.8651557030899144]
Unitary designs provide efficient substitutes for Haar-random unitaries in quantum information processing.<n>We propose a protocol based on time evolutions of a single chaotic Hamiltonian with intermediate unitary perturbations to generate unitary designs.
arXiv Detail & Related papers (2026-07-25T08:44:01Z) - Unitary $k$-designs without Hamiltonian quenches [0.0]
Unitary designs provide a resource-efficient framework for emulating Haar randomness up to a desired order.<n>We introduce a two-Pauli-kick (2PK) protocol, in which unitary evolution under a fixed Hamiltonian is interspersed with two Pauli operator insertions.<n>We verify this protocol for single realizations of Gaussian random matrices, the Majorana and Spin Sachdev-Ye-Kitaev models, and deterministic local quantum spin chains.
arXiv Detail & Related papers (2026-07-22T18:10:24Z) - Quantum Scrambling Born Machine [0.0]
Quantum generative modeling, where the Born rule naturally defines probability distributions, is a promising near-term application of quantum computing.<n>We propose a Quantum Scrambling Born Machine in which a fixed entangling unitary provides multi-qubit entanglement, while only single-qubit rotations are optimized.<n>We show that, for the benchmark distributions and system sizes considered, once the entangler produces near-Haar-typical entanglement the model learns the target distribution with weak sensitivity to the scrambler's microscopic origin.
arXiv Detail & Related papers (2026-02-19T11:33:56Z) - Random unitaries from Hamiltonian dynamics [37.08488662212577]
We study the indistinguishability of time-independent Hamiltonian dynamics from truly random unitaries.<n>We prove that there exist ensembles of random polylog-local Hamiltonians in one-dimension such that under constant evolution time, the resulting time-evolution unitary is indistinguishable from Haar-random.
arXiv Detail & Related papers (2025-10-09T16:46:55Z) - Constructive interference at the edge of quantum ergodic dynamics [116.94795372054381]
We characterize ergodic dynamics using the second-order out-of-time-order correlators, OTOC$(2)$.<n>In contrast to dynamics without time reversal, OTOC$(2)$ are observed to remain sensitive to the underlying dynamics at long time scales.
arXiv Detail & Related papers (2025-06-11T21:29:23Z) - Heisenberg-limited Hamiltonian learning continuous variable systems via engineered dissipation [3.023103926472339]
Identifying the Hamiltonian governing the evolution of a quantum system is a fundamental task in quantum learning theory.<n>In this work we focus on learning the Hamiltonian of a bosonic quantum system, a common type of continuous-variable quantum system.<n>We introduce an analytic framework to study the effects of strong dissipation in such systems, enabling a rigorous analysis of cat qubit stabilization.
arXiv Detail & Related papers (2025-05-31T15:33:26Z) - Theory of the correlated quantum Zeno effect in a monitored qubit dimer [41.94295877935867]
We show how the competition between two measurement processes give rise to two distinct Quantum Zeno (QZ) regimes.<n>We develop a theory based on a Gutzwiller ansatz for the wavefunction that is able to capture the structure of the Hilbert phase diagram.<n>We show how the two QZ regimes are intimately connected to the topology of the flow of the underlying non-Hermitian Hamiltonian governing the no-click evolution.
arXiv Detail & Related papers (2025-03-28T19:44:48Z) - Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems [77.88054335119074]
We use FNOs to model the evolution of random quantum spin systems.
We apply FNOs to a compact set of Hamiltonian observables instead of the entire $2n$ quantum wavefunction.
arXiv Detail & Related papers (2024-09-05T07:18:09Z) - Classifying two-body Hamiltonians for Quantum Darwinism [0.0]
We consider a generic model of an arbitrary finite-dimensional system interacting with an environment formed from an arbitrary collection of finite-dimensional degrees of freedom.<n>We show that such models support quantum Darwinism if the set of operators acting on the system which enter the Hamiltonian satisfy a set of commutation relations with a pointer observable and with one other.
arXiv Detail & Related papers (2024-05-01T18:42:43Z) - Photonic quantum simulations of coupled $PT$-symmetric Hamiltonians [0.0]
We use a programmable integrated photonic chip to simulate a model comprised of twin pairs of $PT$-symmetric Hamiltonians, with each the time reverse of its twin.
We simulate quantum dynamics across exceptional points including two- and three-particle interference, and a particle-trembling behaviour that arises due to interference between subsystems undergoing time-reversed evolutions.
arXiv Detail & Related papers (2022-02-01T11:54:10Z) - Algebraic Compression of Quantum Circuits for Hamiltonian Evolution [52.77024349608834]
Unitary evolution under a time dependent Hamiltonian is a key component of simulation on quantum hardware.
We present an algorithm that compresses the Trotter steps into a single block of quantum gates.
This results in a fixed depth time evolution for certain classes of Hamiltonians.
arXiv Detail & Related papers (2021-08-06T19:38:01Z) - Preparing random states and benchmarking with many-body quantum chaos [48.044162981804526]
We show how to predict and experimentally observe the emergence of random state ensembles naturally under time-independent Hamiltonian dynamics.
The observed random ensembles emerge from projective measurements and are intimately linked to universal correlations built up between subsystems of a larger quantum system.
Our work has implications for understanding randomness in quantum dynamics, and enables applications of this concept in a wider context.
arXiv Detail & Related papers (2021-03-05T08:32:43Z) - Unraveling the topology of dissipative quantum systems [58.720142291102135]
We discuss topology in dissipative quantum systems from the perspective of quantum trajectories.
We show for a broad family of translation-invariant collapse models that the set of dark state-inducing Hamiltonians imposes a nontrivial topological structure on the space of Hamiltonians.
arXiv Detail & Related papers (2020-07-12T11:26:02Z)
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.