Non-Kolmogorov-Arnold-Moser Quantum Sensors for Quantum Parameter Estimation
- URL: http://arxiv.org/abs/2609.03092v1
- Date: Wed, 02 Sep 2026 19:05:15 GMT
- Title: Non-Kolmogorov-Arnold-Moser Quantum Sensors for Quantum Parameter Estimation
- Abstract summary: We showcase the utilization of nonKAM systems in the quantum regime as quantum sensors, leveraging their sensitivity at textitresonances.<n>We study the performance of the nonKAM systems for quantum sensing applications by computing the QFI.<n>The enhancement stems from resonance-induced symmetry rather than exponential instability, identifying non-KAM resonances as a metrological resource distinct from chaos-assisted and criticality-based sensing.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Non-KAM (Kolmogorov-Arnold-Moser) systems, when subjected to weak time-dependent perturbations, exhibit an abrupt transition to classical chaos through the breakdown of invariant phase-space tori. We showcase the utilization of non-KAM systems in the quantum regime as quantum sensors, leveraging their sensitivity at \textit{resonances}. Quantum Fisher information (QFI) is a central quantity in quantum parameter estimation theory that measures how much information a quantum state contains about an unknown parameter that is encoded into it. In other words, it quantifies the sensitivity of a quantum state to small changes in that parameter. In this work, through numerical analysis in conjunction with analytical results, we study the performance of the non-KAM systems for quantum sensing applications by computing the QFI. We find that the growth of the QFI is remarkably enhanced when the resonance condition is satisfied. For frequency estimation under Floquet unitary encodings, we derive a transport bound: if the mean excitation number grows as $\langle\hat n(t)\rangle\sim t^α$, the QFI obeys $I(t)\lesssim t^{2α+2}$. The quantum kicked harmonic oscillator, a paradigmatic non-KAM system, realizes the full hierarchy: localized dynamics ($α=0$) yield quadratic growth, delocalized diffusion along stochastic webs ($α=1$) yields quartic growth, and translationally invariant resonances ($α=2$) saturate the bound with anomalous hexic growth, $I(t)\sim t^{6}$, established analytically at resonance $R=2$ and numerically at $R=4$. The enhancement stems from resonance-induced translational symmetry rather than exponential instability, identifying non-KAM resonances as a metrological resource distinct from chaos-assisted and criticality-based sensing.
Related papers
- Symmetry Constrained Quantum Error Mitigation for the Schwinger Model [39.146761527401424]
We exploit the parity and fermion-number symmetries of a gauge theory under depolarising noise.<n>We investigate symmetry verification under digital quantum simulation.
arXiv Detail & Related papers (2026-08-21T13:49:11Z) - Sensing ac fields with quantum many-body scars [39.146761527401424]
Quantum many-body scars exhibit weak ergodicity breaking and long-lived coherent dynamics.<n>We show that the approximately uniform energy spacing of the scar tower enables collective resonant processes.<n>Our results establish how to leverage structured non-ergodic dynamics in quantum sensing protocols.
arXiv Detail & Related papers (2026-06-04T18:02:00Z) - Optimal multiparameter quantum estimation in accelerating Unruh-DeWitt detectors [0.09236074230806578]
We investigate the ultimate precision limits for relativistic quantum thermometry in a bipartite system of uniformly accelerated detectors.<n>We show that dissipative noise results in more significant precision loss than purely dephasing mechanisms.
arXiv Detail & Related papers (2026-03-08T01:35:45Z) - Stochastic Quantum Information Geometry and Speed Limits at the Trajectory Level [35.18016233072556]
We bridge the gap between quantum information geometry and thermodynamics by introducing the Conditional Quantum Fisher Information (CQFI)<n>We show that the CQFI admits a decomposition into incoherent (population) and coherent (basis rotation) contributions, augmented by a transient interference cross-term absent at the ensemble level.
arXiv Detail & Related papers (2026-01-18T16:23:26Z) - Performance Guarantees for Quantum Neural Estimation of Entropies [31.955071410400947]
Quantum neural estimators (QNEs) combine classical neural networks with parametrized quantum circuits.<n>We study formal guarantees for QNEs of measured relative entropies in the form of non-asymptotic error risk bounds.<n>Our theory aims to facilitate principled implementation of QNEs for measured relative entropies.
arXiv Detail & Related papers (2025-11-24T16:36:06Z) - Realization of Trapped Ion Dynamics in the Strong-Field Regime and Non-Markovianity [33.781064984238775]
We experimentally investigate the dynamics of a trapped ion where the Rabi frequency (Omega) approaches the vibrational mode frequency (nu)<n>Using quantum state tomography, we reconstruct the density matrix and track its evolution to assess non-Markovianity.<n>Our findings establish a pathway for using trapped-ion platforms to investigate non-Markovianity, coherent control, and the fundamental behavior of open quantum systems in extreme regimes.
arXiv Detail & Related papers (2025-10-23T11:25:09Z) - Topological control of quantum speed limits [55.2480439325792]
We show that even if the quantum state is completely dispersionless, QFI in this state remains momentum-resolved.<n>We find bounds on quantum speed limit which scales as $sqrt|C|$ in a (dispersionless) topological phase.
arXiv Detail & Related papers (2025-07-21T18:00:07Z) - Non-Markovian Noise in Symmetry-Preserving Quantum Dynamics [0.49109372384514843]
We develop a framework for quantifying the impact of non-Markovian noise on symmetric quantum evolution.<n>We demonstrate analytically that symmetry-preserving noise maintains the symmetric subspace, while nonsymmetric noise leads to highly specific leakage errors.<n>Our results are broadly applicable, providing new insights into analytic and analytic characterization of open quantum dynamics.
arXiv Detail & Related papers (2025-01-11T19:00:05Z) - Quantum Information Scrambling, Chaos, Sensitivity, and Emergent State Designs [0.0]
Out-of-time ordered correlators (OTOCs) have emerged as a powerful tool to quantify quantum chaos.
OTOCs measure incompatibility between an operator evolved in the Heisenberg picture and an unevolved operator.
The last part of the thesis is devoted to the study of the emergence of quantum state designs as a signature of quantum chaos.
arXiv Detail & Related papers (2024-09-16T11:20:25Z) - Collective quantum enhancement in critical quantum sensing [37.69303106863453]
Critical quantum sensing (CQS) protocols can be realized using finite-component phase transitions.<n>We show that a collective quantum advantage can be achieved in a multipartite CQS protocol using a chain of parametrically coupled critical resonators.
arXiv Detail & Related papers (2024-07-25T14:08:39Z) - Criticality-Enhanced Quantum Sensing in the Anisotropic Quantum Rabi
Model [6.284204043713657]
We generalize the framework for criticality-enhanced quantum sensing by the quantum Rabi model to its anisotropic counterpart.
We find that the contributions of the rotating-wave and counterrotating-wave interaction terms are symmetric at the limit of the infinite ratio of qubit frequency to field frequency.
arXiv Detail & Related papers (2023-02-27T11:20:31Z) - Universality of critical dynamics with finite entanglement [68.8204255655161]
We study how low-energy dynamics of quantum systems near criticality are modified by finite entanglement.
Our result establishes the precise role played by entanglement in time-dependent critical phenomena.
arXiv Detail & Related papers (2023-01-23T19:23:54Z) - Coherence revival under the Unruh effect and its metrological advantage [2.3772112135888945]
We find that quantum coherence as a nonclassical correlation can be generated through the Markovian evolution of the detector system.<n>We verify such coherence revival by inspecting its metrological advantage on the quantum Fisher information (QFI) enhancement.
arXiv Detail & Related papers (2021-11-02T03:57:32Z)
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.