Universal critical timescales in slow non-Hermitian dynamics
- URL: http://arxiv.org/abs/2604.01918v1
- Date: Thu, 02 Apr 2026 11:35:16 GMT
- Title: Universal critical timescales in slow non-Hermitian dynamics
- Abstract summary: Non-Hermitian systems driven along slow parametric loops undergo non-adiabatic transitions.<n>No explicit formula has been available for the critical timescale $T_mathrmcr$ at which these transitions develop.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Non-Hermitian systems driven along slow parametric loops undergo non-adiabatic transitions whose outcome depends sensitively on the driving speed, yet no explicit formula has been available for the critical timescale $T_{\mathrm{cr}}$ at which these transitions develop. Using a $2\times 2$ Hamiltonian with circular parameter trajectories, we derive $T_{\mathrm{cr}} = \mathcal{G}\,\ln(1/|Δ|)$ in closed form for non-encircling loops, phase-shifted loops, offset loops, and loops encircling exceptional points, where $\mathcal{G}$ is a geometry-dependent growth factor and $Δ$ is the instability seed. This formula sharply separates the regime where the system remains in the averagely dominant eigenstate ($T< T_{\mathrm{cr}}$) from the superadiabatic regime where the instantaneous dominant eigenstate takes over ($T> T_{\mathrm{cr}}$), resolving the apparent tension between the previous literature. We identify two competing seeds: a geometric Stokes multiplier and the finite-precision floor. When the geometric seed vanishes, precision alone governs the transition, yielding $T_{\mathrm{cr}} \propto m\lnβ$, linear in the number of precision bits $m$. This provides a purely forward-evolution manifestation of precision-induced irreversibility (PIR)~\cite{PIR}, demonstrating that the fundamental limit identified through echo protocols also controls the outcome of slow non-Hermitian dynamics without requiring time reversal. For PT-symmetric energy spectra, $T_{\mathrm{cr}}$ additionally determines the onset of chirality: the dynamics is non-chiral for $T< T_{\mathrm{cr}}$ and chiral for $T> T_{\mathrm{cr}}$.
Related papers
- A Provable Oracle-Free Quantum Algorithm for Nonlinear Dynamics on Hybrid Oscillator-Qubit Processors [14.814423713691623]
We develop a hybrid qubit-qumode algorithm for nonlinear ordinary differential equations of the form $dotmathbfx=mathbff(mathbfx)$ with warped degree$L$.<n>The algorithm propagates the state density and returns the trajectory as the peak of that density in the small-noise limit.
arXiv Detail & Related papers (2026-07-30T17:10:47Z) - Parameter-Free Dynamic Regret for Online Convex Optimization under Heavy-Tailed Noise [55.29259818039367]
We study online convex optimization (OCO) in non-stationary environments under heavy-tailed noise.<n>We propose textbfHT-PAder, a parameter-free algorithm combining restarted AdaGrad experts over a geometric pool of block lengths.<n>Even in the special case of finite variance ($p=2$), HT-PAder provides the first parameter-free minimax universal dynamic regret guarantee.
arXiv Detail & Related papers (2026-07-29T15:58:18Z) - Convergence of TD(0) under Polynomial Mixing with Nonlinear Function Approximation [49.1574468325115]
Temporal Difference Learning (TD(0)) is fundamental in reinforcement learning.<n>We provide the first high-probability, finite-sample analysis of vanilla TD(0) on mixing Markov data.
arXiv Detail & Related papers (2025-02-08T22:01:02Z) - Leading and beyond leading-order spectral form factor in chaotic quantum many-body systems across all Dyson symmetry classes [8.105213101498085]
We show the emergence of random matrix theory (RMT) spectral correlations in the chaotic phase of generic periodically kicked interacting many-body systems.<n>We analytically calculating spectral form factor (SFF), $K(t)$, up to two leading orders in time, $t$.<n>Our derivation only assumes random phase approximation to enable ensemble average.
arXiv Detail & Related papers (2025-02-06T15:37:18Z) - Measuring quantum relative entropy with finite-size effect [53.64687146666141]
We study the estimation of relative entropy $D(rho|sigma)$ when $sigma$ is known.<n>Our estimator attains the Cram'er-Rao type bound when the dimension $d$ is fixed.
arXiv Detail & Related papers (2024-06-25T06:07:20Z) - Walking behavior induced by $\mathcal{PT}$ symmetry breaking in a non-Hermitian $\rm XY$ model with clock anisotropy [0.0]
A quantum system governed by a non-Hermitian Hamiltonian may exhibit zero temperature phase transitions driven by interactions.<n>We show that when the $mathcalPT$ symmetry is broken, and time-evolution becomes non-unitary, a scaling behavior similar to the Berezinskii-Kosterlitz-Thouless phase transition ensues.
arXiv Detail & Related papers (2024-04-26T12:45:16Z) - Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency [47.8739414267201]
We consider gradient descent (GD) with a constant stepsize applied to logistic regression with linearly separable data.
We show that GD exits this initial oscillatory phase rapidly -- in $mathcalO(eta)$ steps -- and subsequently achieves an $tildemathcalO (1 / (eta t) )$ convergence rate.
Our results imply that, given a budget of $T$ steps, GD can achieve an accelerated loss of $tildemathcalO (1/T2)$ with an aggressive stepsize
arXiv Detail & Related papers (2024-02-24T23:10:28Z) - On the $O(\frac{\sqrt{d}}{T^{1/4}})$ Convergence Rate of RMSProp and Its Momentum Extension Measured by $\ell_1$ Norm [54.28350823319057]
This paper considers the RMSProp and its momentum extension and establishes the convergence rate of $frac1Tsum_k=1T.<n>Our convergence rate matches the lower bound with respect to all the coefficients except the dimension $d$.<n>Our convergence rate can be considered to be analogous to the $frac1Tsum_k=1T.
arXiv Detail & Related papers (2024-02-01T07:21:32Z) - On the $\mathcal{P}\mathcal{T}$-symmetric parametric amplifier [0.0]
General time-dependent PT-symmetric parametric oscillators for unbroken parity and time reversal regimes are studied theoretically.
We have demostrated the time variation of the Wigner distribution for the system consisting of two spatially separated ground state of the TD-parametric amplifier.
arXiv Detail & Related papers (2023-05-20T19:45:22Z) - $PT$-symmetric non-Hermitian Hamiltonian and invariant operator in
periodically driven $SU(1,1)$ system [1.2712661944741168]
We study the time evolution of $PT$-symmetric non-Hermitian Hamiltonian consisting of periodically driven $SU (1,1)$ generators.
A non-Hermitian invariant operator is adopted to solve the Schr"odinger equation.
arXiv Detail & Related papers (2022-01-01T10:30:22Z) - Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization [59.65871549878937]
We prove that the practical single loop accelerated gradient tracking needs $O(fracgamma1-sigma_gamma)2sqrtfracLepsilon)$.<n>Our convergence rates improve significantly over the ones of $O(frac1epsilon5/7)$ and $O(fracLmu)5/7frac1 (1-sigma)1.5logfrac1epsilon)$.
arXiv Detail & Related papers (2021-04-06T15:34:14Z) - Naive Exploration is Optimal for Online LQR [49.681825576239355]
We show that the optimal regret scales as $widetildeTheta(sqrtd_mathbfu2 d_mathbfx T)$, where $T$ is the number of time steps, $d_mathbfu$ is the dimension of the input space, and $d_mathbfx$ is the dimension of the system state.
Our lower bounds rule out the possibility of a $mathrmpoly(logT)$-regret algorithm, which had been
arXiv Detail & Related papers (2020-01-27T03:44:54Z)
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.