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This article studies the dynamics of a nonlinear dissipative reaction-diffusion equation with well-separated stable states which is perturbed by infinite-dimensional multiplicative L\'evy noise with a regularly varying component at…

概率论 · 数学 2019-04-30 Michael A. Högele

We establish Freidlin-Wentzell results for a nonlinear ordinary differential equation starting close to the stable state $0$, say, subject to a perturbation by a stochastic integral which is driven by an $\varepsilon$-small and…

概率论 · 数学 2020-06-22 André de Oliveira Gomes , Michael A. Högele

We consider a dynamical system described by the differential equation $\dot{Y}_t=-U'(Y_t)$ with a unique stable point at the origin. We perturb the system by the L\'evy noise of intensity $\varepsilon$ to obtain the stochastic differential…

概率论 · 数学 2009-06-10 Peter Imkeller , Ilya Pavlyukevich , Torsten Wetzel

In this paper we study first exit times from a bounded domain of a gradient dynamical system $\dot Y_t=-\nabla U(Y_t)$ perturbed by a small multiplicative L\'evy noise with heavy tails. A special attention is paid to the way the…

概率论 · 数学 2015-03-20 Ilya Pavlyukevich

We consider a finite dimensional deterministic dynamical system with a global attractor A with a unique ergodic measure P concentrated on it, which is uniformly parametrized by the mean of the trajectories in a bounded set D containing A.…

概率论 · 数学 2013-03-21 Michael Högele , Ilya Pavlyukevich

Kramers problem for a dimer in a bistable piecewise linear potential is studied in the presence of correlated noise processes. The distribution of first passage times from one minima to the basin of attraction of the other minima is found…

统计力学 · 物理学 2017-04-26 R. K. Singh

In this paper we provide an analysis of a mean first passage time problem of a random walker subject to a bi-variate $\alpha$-stable L\'evy type noise from a 2-dimensional disk. For an appropriate choice of parameters the mean first passage…

统计力学 · 物理学 2020-03-16 Krzysztof Szczepaniec , Bartlomiej Dybiec

We find analytical solution of pair of stochastic equations with arbitrary forces and multiplicative L\'evy noises in a steady-state nonequilibrium case. This solution shows that L\'evy flights suppress always a quasi-periodical motion…

统计力学 · 物理学 2010-01-04 A. I. Olemskoi , S. S. Borysov , I. A. Shuda

This article concerns the large deviations regime and the consequent solution of the Kramers problem for a two-time scale stochastic system driven by a common jump noise signal perturbed in small intensity $\varepsilon>0$ and with…

概率论 · 数学 2022-07-15 Pedro Catuogno , André de Oliveira Gomes

On-off intermittency occurs in nonequilibrium physical systems close to bifurcation points and is characterised by an aperiodic switching between a large-amplitude "on" state and a small-amplitude "off" state. L\'evy on-off intermittency is…

流体动力学 · 物理学 2022-12-06 Adrian van Kan , François Pétrélis

We present the analysis of the first passage time problem on a finite interval for the generalized Wiener process that is driven by L\'evy stable noises. The complexity of the first passage time statistics (mean first passage time,…

统计力学 · 物理学 2020-03-16 B. Dybiec , E. Gudowska-Nowak , P. Hänggi

Traditional data-driven methods, effective for deterministic systems or stochastic differential equations (SDEs) with Gaussian noise, fail to handle the discontinuous sample paths and heavy-tailed fluctuations characteristic of L\'evy…

动力系统 · 数学 2026-01-28 Yang Li , Jinqiao Duan

We study the asymptotic tail behaviour of the first-passage time over a moving boundary for asymptotically $\alpha$-stable L\'evy processes with $\alpha<1$. Our main result states that if the left tail of the L\'evy measure is regularly…

概率论 · 数学 2015-01-14 Frank Aurzada , Tanja Kramm

We are exploring two archetypal noise induced escape scenarios: escape from a finite interval and from the positive half-line under the action of the mixture of L\'evy and Gaussian white noises in the overdamped regime, for the random…

统计力学 · 物理学 2023-05-10 Przemysław Pogorzelec , Bartłomiej Dybiec

The phenomenon of an excitable system producing a pulse under external or internal stimulation may be interpreted as a stochastic escape problem. This work addresses this issue by examining the Morris-Lecar neural model driven by symmetric…

动力系统 · 数学 2019-06-18 Yancai Liu , Rui Cai , Jinqiao Duan

The mean first exit (passage) time characterizes the average time of a stochastic process never leaving a fixed region in the state space, while the escape probability describes the likelihood of a transition from one region to another for…

概率论 · 数学 2017-02-28 Weihua Deng , Xiaochao Wu , Wanli Wang

In this paper we introduce a variable order time fractional differential equation driven by pure jump L\'evy noise, which models the motion of a particle exhibiting memory effect. We prove the well-posedness of this equation without…

概率论 · 数学 2024-12-24 Peixue Wu , Zhiwei Yang , Hong Wang , Renming Song

The escape from a given domain is one of the fundamental problems in statistical physics and the theory of stochastic processes. Here, we explore properties of the escape of an inertial particle driven by L\'evy noise from a bounded domain,…

统计力学 · 物理学 2021-08-25 Karol Capała , Bartłomiej Dybiec

We study the first exit times form a reduced domain of attraction of a stable fixed of the Chafee-Infante equation when perturbed by a heavy tailed L\'evy noise with small intensity.

偏微分方程分析 · 数学 2011-01-10 Arnaud Debussche , Michael Högele , Peter Imkeller

We study the exit problem of solutions of the stochastic differential equation dX(t)=-U'(X(t))dt+epsilon dL(t) from bounded or unbounded intervals which contain the unique asymptotically stable critical point of the deterministic dynamical…

概率论 · 数学 2007-05-23 Peter Imkeller , Ilya Pavlyukevich
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