Inverse design of Ancillary System for Quantum Noise Cancellation
- URL: http://arxiv.org/abs/2408.04418v1
- Date: Thu, 8 Aug 2024 12:45:15 GMT
- Title: Inverse design of Ancillary System for Quantum Noise Cancellation
- Authors: Fabio Anselmi, Fabio Benatti, Giuseppe D'Auria, Giovanna Morigi,
- Abstract summary: We propose a novel approach to the decoherence effects on a target system S by coupling it to an ancillary system A with tunable parameters.
By suitably engineering the S-A interaction Hamiltonian, a dark factorized compound state is found that achieves effective noise cancellation and significantly preserves quantum coherence in the target system S.
- Score: 0.0
- License: http://creativecommons.org/licenses/by-nc-nd/4.0/
- Abstract: We propose a novel approach to mitigate the decoherence effects on a target system S by coupling it to an ancillary system A with tunable parameters. By suitably engineering the S-A interaction Hamiltonian, a dark factorized compound state is found that achieves effective noise cancellation and significantly preserves quantum coherence in the target system S. We illustrate our methodology for a system $S$ consisting of two-mode Bosons trapped in a double-well potential and affected by decoherence through a Gorini-Kossakowski-Sudarshan-Lindblad (GKSL) master equation. By a suitable coupling of the system $S$ with an ancillary two-mode system of the same kind of S via a density-density interaction, we enhance the resilience of the system NOON state, a quantum-mechanical many-body entangled state crucial for quantum computing. We further explore potential experimental implementations of the proposed noise cancellation technique, focusing on configurations involving dipole-dipole interactions in optical lattices. Finally, we propose a numerical optimization protocol that learns the system A and its interaction with S to maximize the survival probability of specific quantum states which can be potentially used in more generic quantum systems.
Related papers
- Engineering protected cavity-QED interactions through pulsed dynamical decoupling [0.0]
We study a generic cavity QED setup under conditions where the coupling between the two-level systems and a single bosonic mode is significantly degraded by low-frequency noise.<n>We identify pulsed dynamical decoupling strategies that suppress the effects of noise while still allowing for a coherent exchange of excitations between the individual subsystems.
arXiv Detail & Related papers (2025-05-05T18:05:58Z) - Speeding up Quantum Annealing with Engineered Dephasing [0.0]
We show that engineered dephasing can enhance the adiabaticity of controlled quantum dynamics.<n>We discuss the experimental feasibility of the protocols, and investigate the trade-off between fidelity and implementability.
arXiv Detail & Related papers (2024-09-24T09:18:02Z) - Efficiency of Dynamical Decoupling for (Almost) Any Spin-Boson Model [44.99833362998488]
We analytically study the dynamical decoupling of a two-level system coupled with a structured bosonic environment.
We find sufficient conditions under which dynamical decoupling works for such systems.
Our bounds reproduce the correct scaling in various relevant system parameters.
arXiv Detail & Related papers (2024-09-24T04:58:28Z) - Entanglement and operator correlation signatures of many-body quantum Zeno phases in inefficiently monitored noisy systems [49.1574468325115]
The interplay between information-scrambling Hamiltonians and local continuous measurements hosts platforms for exotic measurement-induced phase transition.
We identify a non-monotonic dependence on the local noise strength in both the averaged entanglement and operator correlations.
The analysis of scaling with the system size in a finite length chain indicates that, at finite efficiency, this effect leads to distinct MiPTs for operator correlations and entanglement.
arXiv Detail & Related papers (2024-07-16T13:42:38Z) - Suppression of quantum dissipation: A cooperative effect of quantum squeezing and quantum measurement [22.051290654737976]
We propose a scheme for beating environment-induced dissipation in an open two-level system coupled to a parametrically driven cavity.
We demonstrate that, in the presence of the cooperation, the system dynamics can be completely dominated by the effective system-cavity interaction.
This work provides a generic method of dissipation suppression in a variety of quantum mechanical platforms, including natural atoms and superconducting circuits.
arXiv Detail & Related papers (2024-07-12T15:10:44Z) - Coherent Detection of Discrete Variable Quantum Key Distribution using
Homodyne Technique [0.18749305679160366]
Homodyne detection method is frequently employed for its simplicity in use, effectiveness in terms of error correction, and suitability with contemporary optical communication systems.
We present simulation results for System Efficiency and Quantum Bit Error Rate (QBER) for the proposed model.
arXiv Detail & Related papers (2024-02-20T15:39:50Z) - Catalysis of quantum tunneling by ancillary system learning [0.0]
We show that an effective solution can be achieved by coupling the tunneling system with an ancillary system of the same kind.
We provide examples for the paradigmatic scenario involving a two-mode system and a two-mode ancilla with arbitrary couplings.
Importantly, the enhancement of the tunneling probability appears to be minimally affected by noise and decoherence in both the system and the ancilla.
arXiv Detail & Related papers (2023-08-11T10:21:14Z) - Decoherence Limits the Cost to Simulate an Anharmonic Oscillator [0.0]
We study how decoherence washes out the fine-grained subPlanck structure associated with phase-space quantum interference in a quantum system.
Open quantum dynamics can be more efficiently simulated using a coarse-grained finite-difference numerical integration.
We show that this regression does not have the form of a convex noise model, such as for a depolarizing noise channel.
arXiv Detail & Related papers (2023-07-03T04:49:10Z) - Autonomous coherence protection of a two-level system in a fluctuating
environment [68.8204255655161]
We re-examine a scheme originally intended to remove the effects of static Doppler broadening from an ensemble of non-interacting two-level systems (qubits)
We demonstrate that this scheme is far more powerful and can also protect a single (or even an ensemble) qubit's energy levels from noise which depends on both time and space.
arXiv Detail & Related papers (2023-02-08T01:44:30Z) - Improve Noise Tolerance of Robust Loss via Noise-Awareness [60.34670515595074]
We propose a meta-learning method which is capable of adaptively learning a hyper parameter prediction function, called Noise-Aware-Robust-Loss-Adjuster (NARL-Adjuster for brevity)
Four SOTA robust loss functions are attempted to be integrated with our algorithm, and comprehensive experiments substantiate the general availability and effectiveness of the proposed method in both its noise tolerance and performance.
arXiv Detail & Related papers (2023-01-18T04:54:58Z) - Robust Control for Dynamical Systems With Non-Gaussian Noise via Formal
Abstractions [59.605246463200736]
We present a novel controller synthesis method that does not rely on any explicit representation of the noise distributions.
First, we abstract the continuous control system into a finite-state model that captures noise by probabilistic transitions between discrete states.
We use state-of-the-art verification techniques to provide guarantees on the interval Markov decision process and compute a controller for which these guarantees carry over to the original control system.
arXiv Detail & Related papers (2023-01-04T10:40:30Z) - Suppressing Amplitude Damping in Trapped Ions: Discrete Weak
Measurements for a Non-unitary Probabilistic Noise Filter [62.997667081978825]
We introduce a low-overhead protocol to reverse this degradation.
We present two trapped-ion schemes for the implementation of a non-unitary probabilistic filter against amplitude damping noise.
This filter can be understood as a protocol for single-copy quasi-distillation.
arXiv Detail & Related papers (2022-09-06T18:18:41Z) - Optimal quantum control via genetic algorithms for quantum state
engineering in driven-resonator mediated networks [68.8204255655161]
We employ a machine learning-enabled approach to quantum state engineering based on evolutionary algorithms.
We consider a network of qubits -- encoded in the states of artificial atoms with no direct coupling -- interacting via a common single-mode driven microwave resonator.
We observe high quantum fidelities and resilience to noise, despite the algorithm being trained in the ideal noise-free setting.
arXiv Detail & Related papers (2022-06-29T14:34:00Z) - Noise assisted quantum coherence protection in hierarchical environment [6.511526086978036]
We investigate coherence protection of a quantum system coupled to a hierarchical environment by utilizing noise.
By analyzing the mathematical mechanism of the coherence protection, we show the decoherence caused by a non-Markovian noise with longer memory time can be suppressed by another Markovian noise with shorter memory time.
arXiv Detail & Related papers (2022-03-29T02:42:49Z) - Quantum dynamical decoupling by shaking the close environment [0.0]
One of its prominent uses is to drive a target system in such a way as to decouple it from a less protected one.
We consider two versions of environment-side decoupling: adding an imprecise Hamiltonian drive which stirs the environment components; and, increasing the decoherence rates on the environment.
We explicitly analyze the induced decoherence on the target system and establish how it is influenced by the parameters in both cases.
arXiv Detail & Related papers (2022-01-24T18:12:16Z) - Trajectories without quantum uncertainties in composite systems with
disparate energy spectra [0.0]
measurement-induced quantum back action can be eliminated in composite systems by engineering quantum-mechanics-free subspaces.
The utility of the concept has been limited by the requirement of close proximity of the resonance frequencies of the system of interest and the negative-mass reference system.
Here we propose a general approach which overcomes these limitations by employing periodic modulation of the driving fields.
arXiv Detail & Related papers (2021-11-04T09:12:28Z) - From geometry to coherent dissipative dynamics in quantum mechanics [68.8204255655161]
We work out the case of finite-level systems, for which it is shown by means of the corresponding contact master equation.
We describe quantum decays in a 2-level system as coherent and continuous processes.
arXiv Detail & Related papers (2021-07-29T18:27:38Z) - Strong single-photon optomechanical coupling in a hybrid quantum system [2.5611225024281166]
We propose a hybrid quantum system consisting of a nanobeam (phonons) coupled to a spin ensemble and a cavity (photons) to overcome it.
Our proposed approach can be used to study quantum nonlinear and nonclassical effects in weakly coupled optomechanical systems.
arXiv Detail & Related papers (2021-05-12T00:51:36Z) - Time-Dependent Dephasing and Quantum Transport [68.8204255655161]
We show that non-Markovian dephasing assisted transport manifests only in the non-symmetric configuration.
We find similar results by considering a controllable and experimentally implementable system.
arXiv Detail & Related papers (2021-02-20T22:44:08Z) - Einselection from incompatible decoherence channels [62.997667081978825]
We analyze an open quantum dynamics inspired by CQED experiments with two non-commuting Lindblad operators.
We show that Fock states remain the most robust states to decoherence up to a critical coupling.
arXiv Detail & Related papers (2020-01-29T14:15:19Z) - Entanglement Classification via Neural Network Quantum States [58.720142291102135]
In this paper we combine machine-learning tools and the theory of quantum entanglement to perform entanglement classification for multipartite qubit systems in pure states.
We use a parameterisation of quantum systems using artificial neural networks in a restricted Boltzmann machine (RBM) architecture, known as Neural Network Quantum States (NNS)
arXiv Detail & Related papers (2019-12-31T07:40:23Z)
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.