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arXiv:2610.40612

Exceptional Points as Witnesses of Non-Gaussian Noise

Aritra Ghosh, Subhashish Banerjee, M. Bhattacharya

quant-phcond-mat.mes-hallcond-mat.stat-mechmath-phphysics.atom-phSubmitted Oct 29, 2026• Announced Oct 30, 2026• 0 citations
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Abstract

Efficient control of quantum devices requires the knowledge of their environmental noise, yet the commonly measured power spectrum does not fully characterize non-Gaussian fluctuations of realistic environments. Here we show that exceptional points (EPs) in the noise-averaged dephasing response can expose observable signatures of non-Gaussian statistics, distinguishing environments with identical lower-order statistics. We also introduce a theoretical model that describes dephasing environments in terms of identical independent noise sources while preserving the power spectrum. Given a calibrated single-source model, the largest EP order extracted from the measured dephasing response determines the number of sources and predicts the higher-order statistics of the combined noise. We illustrate an atomtronic readout that maps distinct EP signatures onto an evolving ensemble-averaged atomic interference pattern. Our results connect non-Hermitian dynamics to environmental noise statistics, providing a route to characterize noise in quantum devices used in computing, metrology, and precision measurement.

AI Summary

The paper asks whether exceptional points (EPs) in noise-averaged quantum coherence can distinguish classical dephasing environments with identical low-order statistics. It models stationary finite-state Markov noise through the tilted generator $G(\chi)=W-i\chi X$, with coherence $\Phi(\chi,t)=\mathbf{1}^T e^{G(\chi)t}\boldsymbol\pi$. An EP is considered observable when its Jordan-block polynomial survives this preparation and readout. An exactly solved three-state switching family has common covariance $C_2(\tau)=\sigma^2e^{-\gamma|\tau|}$ and vanishing odd multitime correlations. Two members therefore agree through third order but differ in fourth-order correlations. Their coherence responses exhibit, respectively, an EP$_3$ at $|\chi|=\gamma/(\sqrt{2}\sigma)$ and an EP$_2$ at $|\chi|\simeq0.52826\gamma/\sigma$. The former produces $e^{-\gamma t}(1+\gamma t/2)^2$; the latter contains a linear polynomial multiplying an exponential. These results follow from explicit projected-resolvent poles. Adding a common independent asymmetric background preserves the distinction while introducing nonzero third-order correlations. For a normalized sum of $M$ identical independent sources, tensor-product factorization establishes unchanged power spectrum, connected-correlation scaling $C_n^{(M)}=M^{1-n/2}C_n^{(1)}$, EP coupling proportional to $\sqrt M$, and visible order $R_M=1+M(r-1)$ for single-source order $r$. Thus source-number inference requires a calibrated single-source model and identical independent constituents; unequal rates or amplitudes generally separate their EP thresholds. The Gaussian limit moves these EPs to infinite coupling. An ideal rotationally invariant atomtronic ring maps coherence onto an ensemble-averaged density harmonic, including with rotationally invariant interactions. This is a theoretical readout illustration, not an experimental demonstration.

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Efficient control of quantum devices requires the knowledge of their environmental noise, yet the commonly measured power spectrum does not fully characterize non-Gaussian fluctuations of realistic environments. Here we show that exceptional points (EPs) in the noise-averaged dephasing response can expose observable signatures of non-Gaussian statistics, distinguishing environments with identical lower-order statistics. We also introduce a theoretical model that describes dephasing environments in terms of identical independent noise sources while preserving the power spectrum. Given a calibrated single-source model, the largest EP order extracted from the measured dephasing response determines the number of sources and predicts the higher-order statistics of the combined noise. We illustrate an atomtronic readout that maps distinct EP signatures onto an evolving ensemble-averaged atomic interference pattern. Our results connect non-Hermitian dynamics to environmental noise statistics, providing a route to characterize noise in quantum devices used in computing, metrology, and precision measurement.
The paper asks whether exceptional points (EPs) in noise-averaged quantum coherence can distinguish classical dephasing environments with identical low-order statistics. It models stationary finite-state Markov noise through the tilted generator G(χ)=W−iχXG(\chi)=W-i\chi XG(χ)=W−iχX, with coherence Φ(χ,t)=1TeG(χ)tπ\Phi(\chi,t)=\mathbf{1}^T e^{G(\chi)t}\boldsymbol\piΦ(χ,t)=1TeG(χ)tπ. An EP is considered observable when its Jordan-block polynomial survives this preparation and readout.
An exactly solved three-state switching family has common covariance C2(τ)=σ2e−γ∣τ∣C_2(\tau)=\sigma^2e^{-\gamma|\tau|}C2​(τ)=σ2e−γ∣τ∣ and vanishing odd multitime correlations. Two members therefore agree through third order but differ in fourth-order correlations. Their coherence responses exhibit, respectively, an EP3_33​ at ∣χ∣=γ/(2σ)|\chi|=\gamma/(\sqrt{2}\sigma)∣χ∣=γ/(2​σ) and an EP2_22​ at ∣χ∣≃0.52826γ/σ|\chi|\simeq0.52826\gamma/\sigma∣χ∣≃0.52826γ/σ. The former produces e−γt(1+γt/2)2e^{-\gamma t}(1+\gamma t/2)^2e−γt(1+γt/2)2; the latter contains a linear polynomial multiplying an exponential. These results follow from explicit projected-resolvent poles. Adding a common independent asymmetric background preserves the distinction while introducing nonzero third-order correlations.
For a normalized sum of MMM identical independent sources, tensor-product factorization establishes unchanged power spectrum, connected-correlation scaling Cn(M)=M1−n/2Cn(1)C_n^{(M)}=M^{1-n/2}C_n^{(1)}Cn(M)​=M1−n/2Cn(1)​, EP coupling proportional to M\sqrt MM​, and visible order RM=1+M(r−1)R_M=1+M(r-1)RM​=1+M(r−1) for single-source order rrr. Thus source-number inference requires a calibrated single-source model and identical independent constituents; unequal rates or amplitudes generally separate their EP thresholds. The Gaussian limit moves these EPs to infinite coupling.
An ideal rotationally invariant atomtronic ring maps coherence onto an ensemble-averaged density harmonic, including with rotationally invariant interactions. This is a theoretical readout illustration, not an experimental demonstration.
Accurate characterization of the noise influencing a quantum system of interest has far-reaching implications across quantum science, ranging from microscopic modeling of decoherence dynamics to noise-optimized quantum control. While the assumption that noise obeys Gaussian statistics is commonly employed, noise is generically non-Gaussian in nature. In particular, the Gaussian approximation breaks down whenever a qubit is strongly coupled to discrete noise sources or has a non-linear response to the environmental degrees of freedom. Thus, in order to both scrutinize the applicability of the Gaussian assumption and capture distinctive non-Gaussian signatures, a tool for characterizing non-Gaussian noise is essential. Here, we experimentally validate a quantum control protocol which, in addition to the spectrum, reconstructs the leading higher-order spectrum of engineered non-Gaussian dephasing noise using a superconducting qubit as a sensor. This first experimental demonstration of non-Gaussian noise spectroscopy represents a major step toward demonstrating a complete spectral estimation toolbox for quantum devices.
Although non-Hermitian dynamics near exceptional points (EPs) provide a route to accelerated entanglement generation, entanglement can also be generated far from EPs at comparable or even higher rates. However, the behavior of such entanglement in open systems remains largely unexplored, rendering it highly susceptible to environmental noise. Here, we study entanglement dynamics in two coupled qubits described by a non-Hermitian Hamiltonian, where the dissipative rates are subject to stochastic noise. We focus on the regime away from EPs. Our approach demonstrates that, even in the presence of classical noise, rich dynamical control can be achieved, enabling highly efficient entanglement generation with a timescale that is significantly shorter than that of both Hermitian systems and EP-based non-Hermitian protocols. Additionally, the timescale is independent of the number of qubits, highlighting favorable scalability for multipartite entanglement generation and facilitating integration into future photonic quantum processors.
Open quantum systems can have exceptional points (EPs), degeneracies where both eigenvalues and eigenvectors coalesce. Recently, it has been proposed and demonstrated that EPs can enhance the performance of sensors in terms of amplification of a detected signal. However, typically amplification of signals also increases the system noise, and it has not yet been shown that an EP sensor can have improved signal-to-noise performance. We develop a quantum noise theory to calculate the signal-to-noise performance of an EP sensor. We use the quantum Fisher information to extract a lower bound for the signal-to-noise ratio (SNR) and show that parametrically improved SNR is possible. Finally, we construct a specific experimental protocol for sensing using an EP amplifier near its lasing threshold and heterodyne signal detection that achieves the optimal scaling predicted by the Fisher bound. Our results can be generalized to higher order EPs for any bosonic non-Hermitian system with linear interactions.
Exceptional-point (EP) sensing has attracted considerable interest because of its anomalous response scaling. However, recent studies have shown that the enhanced response near an EP is inevitably accompanied by amplified quantum noise, fundamentally limiting the achievable signalto-noise ratio (SNR). Here, we propose a fundamentally different route toward non-Hermitian quantum sensing based on symmetry-protected noise suppression rather than response amplification. We develop a fully quantum continuous-variable model that unifies parity-time (PT) and anti-paritytime(APT) symmetries within a single framework. Exploiting the incompatibility between these two symmetries, we uncover a non-Hermitian Dirac eigenspectrum and reveal a hidden symmetryprotected phase transition embedded in the Hamiltonian spectrum. Remarkably, this hidden phasetransition simultaneously constitutes a symmetry-protected vacuum-noise fixed point, where collective three-mode quadratures exhibit suppressed quantum fluctuations despite the absence of any anomalous spectral response. As a consequence, quantum sensing is enhanced through the suppression of excess quantum noise while maintaining a finite response sensitivity, establishing a sensing mechanism fundamentally different from conventional EP-based approaches. These results reveal an unexpected connection between hidden symmetry, quantum fluctuations, and non-Hermitian quantum metrology, and establish noise suppression as an alternative paradigm for non-Hermitian quantum sensing.
Exceptional points (EPs) are non-Hermitian degeneracies at which two or more eigenvalues and their corresponding eigenvectors coalesce. In open quantum systems, exceptional points can arise in the Lindbladian governing the dissipative dynamics. Their signatures have so far been mainly identified in finite-time observables, such as transient currents, while steady-state average currents generally provide no direct evidence of the underlying exceptional-point structure. In this work, we demonstrate that signatures of Lindbladian EPs can nevertheless be accessed in the steady-state regime through current noise. We derive general expressions for current correlation functions within a Lindblad master-equation framework and show, in particular, how exceptional points affect their behaviour as a function of the time delay. We illustrate these results with the paradigmatic example of two interacting qubits coupled to two reservoirs, where the steady-state noise clearly distinguishes overdamped, underdamped, and critical regimes. Our results establish current correlation functions as a steady-state probe of Lindbladian EPs in open quantum systems.
Exceptional points (EPs), which arose early from non-Hermitian physics, significantly amplify the system's response to minor perturbations, and they act as a useful concept to enhance measurement in metrology. In particular, such a metrological enhancement grows dramatically with the EP's order. However, the Langevin noises intrinsically existing in the non-Hermitian systems diminish this enhancement. In this study, we propose a protocol for quantum metrology with the construction of higher-order EPs (HOEPs) in an atom-cavity system through Hermitian magnon-photon interaction. The construction of HOEPs utilizes the atom-cavity non-Hermitian-like dynamical behavior but avoids the external Langevin noises via the Hermitian interaction. A general analysis is exhibited for the construction of arbitrary n th -order EP (EPn). As a demonstration of the superiority of these HOEPs in quantum metrology, we work out an EP3/4-based atomic sensor with sensitivity being orders of magnitude higher than that achievable in an EP2-based atomic sensor. We further unveil the mechanism behind the sensitivity enhancement from HOEPs. The experimental establishment for this proposal is suggested with potential candidates. This EP-based atomic sensor, taking advantage of the atom-light interface, offers new insight into quantum metrology with HOEPs.