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Quantum error-correction codes would protect an arbitrary state of a multi-qubit register against decoherence-induced errors, but their implementation is an outstanding challenge for the development of large-scale quantum computers. A first…

Quantum systems have an exponentially large degree of freedom in the number of particles and hence provide a rich dynamics that could not be simulated on conventional computers. Quantum reservoir computing is an approach to use such a…

量子物理 · 物理学 2020-11-11 Keisuke Fujii , Kohei Nakajima

Decoherence free subspaces (DFS) is a theoretical tool towards experimental implementation of quantum information storage and processing. However, they represent an experimental challenge, since conditions for their existence are very…

量子物理 · 物理学 2007-05-23 K. M. Fonseca Romero , S. G. Mokarzel , M. O. Terra Cunha , M. C. Nemes

Quantum information requires protection from the adverse affects of decoherence and noise. This review provides an introduction to the theory of decoherence-free subspaces, noiseless subsystems, and dynamical decoupling. It addresses…

量子物理 · 物理学 2014-08-21 Daniel A. Lidar

The information in quantum computers is often stored in identical two-level systems (spins or pseudo-spins) that are separated by a distance shorter than the characteristic wavelength of a reservoir which is responsible for decoherence. In…

量子物理 · 物理学 2016-09-08 Shoko Utsunomiya , Cyrus P. Master , Yoshihisa Yamamoto

We present numerical simulation of a six-qubit quantum reservoir network with an output implemented on a 5-dimensional decoherence-free subspace (DFS), working as a classifier between entangled and product states of the input quantum…

量子物理 · 物理学 2026-05-28 V. V. Akshay , M. V. Altaisky , N. E. Kaputkina

We propose an engineered reservoir inducing the relaxation of a cavity field towards non-classical states. It is made up of two-level atoms crossing the cavity one at a time. Each atom-cavity interaction is first dispersive, then resonant,…

量子物理 · 物理学 2012-03-15 Alain Sarlette , Jean-Michel Raimond , Michel Brune , Pierre Rouchon

We analyze a quantum reservoir engineering method, originally introduced by [Sarlette et al. in Phys. Rev. Lett. 107, 010402 (2011) -- arXiv 1011.5057], for the stabilization of non-classical field states in high quality cavities. We…

量子物理 · 物理学 2015-06-04 A. Sarlette , Z. Leghtas , M. Brune , J. M. Raimond , P. Rouchon

Conducting an open quantum system towards a desired steady state through reservoir engineering is a remarkable task that takes dissipation and decoherence as tools rather than impediments. Here we develop a collisional model to implement…

量子物理 · 物理学 2022-02-24 Wallace S. Teixeira , Matthias K. Keller , Fernando L. Semião

Electron transport through disordered quasi one-dimensional quantum systems is studied. Decoherence is taken into account by a spatial distribution of virtual reservoirs, which represent local interactions of the conduction electrons with…

量子物理 · 物理学 2014-02-06 Thomas Stegmann , Orsolya Ujsághy , Dietrich E. Wolf

The concurrent rise of artificial intelligence and quantum information poses opportunity for creating interdisciplinary technologies like quantum neural networks. Quantum reservoir processing, introduced here, is a platform for quantum…

无序系统与神经网络 · 物理学 2019-05-10 Sanjib Ghosh , Andrzej Opala , Michał Matuszewski , Tomasz Paterek , Timothy C. H. Liew

In idealized models of a quantum register and its environment, quantum information can be stored indefinitely by encoding it into a decoherence-free subspace (DFS). Nevertheless, perturbations to the idealized register-environment coupling…

量子物理 · 物理学 2019-07-03 Joris Kattemölle , Jasper van Wezel

We apply the time-dependent decoherence-free subspace theory to a Markovian open quantum system in order to present a novel proposal for quantum-state engineering program. By quantifying the purity of the quantum state, we verify that the…

量子物理 · 物理学 2015-06-24 S. L. Wu

Physical reservoir computing (RC) is a machine learning algorithm that employs the dynamics of a physical system to forecast highly nonlinear and chaotic phenomena. In this paper, we introduce a quantum RC system that employs the dynamics…

神经与进化计算 · 计算机科学 2024-03-05 A. H. Abbas , Ivan S. Maksymov

We show that the effects of decoherence on quantum steering ellipsoids can be controlled by a specific reservoir manipulating, in both Markovian and non-Markovian realms. Therefore, the so-called maximal steered coherence could be protected…

量子物理 · 物理学 2020-08-26 Yusef Maleki , Bahram Ahansaz

Quantum reservoir computing is an emerging field in machine learning with quantum systems. While classical reservoir computing has proven to be a capable concept of enabling machine learning on real, complex dynamical systems with many…

量子物理 · 物理学 2023-12-14 Niclas Götting , Frederik Lohof , Christopher Gies

Control by dissipation, or environment engineering, constitutes an important methodology within quantum coherent control which was proposed to improve the robustness and scalability of quantum control systems. The system-environment…

数学物理 · 物理学 2016-01-05 Yu Pan , Valery Ugrinovskii , Matthew R. James

We present a rigorous analysis of the phenomenon of decoherence for general $N-$level systems coupled to reservoirs. The latter are described by free massless bosonic fields. We apply our general results to the specific cases of the qubit…

量子物理 · 物理学 2009-11-13 M. Merkli , I. M. Sigal , G. P. Berman

This article presents proposals for the design of reduced-order controllers for high-dimensional dynamical systems. The objective is to develop efficient control strategies that ensure stability and robustness with reduced computational…

最优化与控制 · 数学 2023-10-23 Mathieu Bajodek , Hugo Lhachemi , Giorgio Valmorbida

Reservoir engineering is a powerful technique to autonomously stabilize a quantum state. Traditional schemes involving multi-body states typically function for discrete entangled states. In this work, we enhance the stabilization capability…

量子物理 · 物理学 2023-12-19 Ziqian Li , Tanay Roy , Yao Lu , Eliot Kapit , David Schuster