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We investigate stationary states of the linear damped stochastic oscillator driven by L\'evy noises. In the long time limit kinetic and potential energies of the oscillator do not fulfill the equipartition theorem and their distributions…

统计力学 · 物理学 2017-10-18 Bartlomiej Dybiec , Ewa Gudowska-Nowak , Igor M. Sokolov

We consider a nonlinear stochastic differential equation driven by an $\alpha$-stable L\'{e}vy process ($1<\alpha<2$). We first obtain some regularity results for the probability density of its invariant measure via establishing the a…

概率论 · 数学 2020-08-17 Qi Zhang , Jinqiao Duan

The non-Markovian stochastic dynamics involving Levy flights and a potential in the form of a harmonic and non-linear oscillator is discussed. The subordination technique is applied and the memory effects, which are nonhomogeneous, are…

统计力学 · 物理学 2015-07-21 Tomasz Srokowski

Non-equilibrium noise is characterized as noise realizations where external agitations disrupt the harmonic equilibrium of Brownian motion. Excitations in a particle's random walk into a so-called L\'evy flight changes the distribution of…

统计力学 · 物理学 2024-06-25 Noah M. MacKay

We study the properties of the probability density function (PDF) of a bistable system driven by heavy tailed white symmetric L\'evy noise. The shape of the stationary PDF is found analytically for the particular case of the L\'evy index…

统计力学 · 物理学 2016-12-14 O. Yu. Sliusarenko , D. A. Surkov , V. Yu. Gonchar , A. V. Chechkin

We prove the asymptotic formulas for the transition densities of isotropic unimodal convolution semigroups of probability measures on $\mathbb{R}^d$ under the assumption that its L\'{e}vy--Khintchine exponent is regularly varying of index…

概率论 · 数学 2018-11-29 Wojciech Cygan , Tomasz Grzywny , Bartosz Trojan

Full orbit dynamics of charged particles in a $3$-dimensional helical magnetic field in the presence of $\alpha$-stable L\'evy electrostatic fluctuations and linear friction modeling collisional Coulomb drag is studied via Monte Carlo…

等离子体物理 · 物理学 2016-10-12 Sara Moradi , Diego del-Castillo-Negrete , Johan Anderson

To obtain further insight on possible power law generalizations of Boltzmann equilibrium concepts, a stochastic collision model is investigated. We consider the dynamics of a tracer particle of mass $M$, undergoing elastic collisions with…

统计力学 · 物理学 2009-11-10 Eli Barkai

In this paper, we study nonparametric estimation of the L\'{e}vy density for L\'{e}vy processes, with and without Brownian component. For this, we consider $n$ discrete time observations with step $\Delta$. The asymptotic framework is: $n$…

统计理论 · 数学 2011-05-13 Fabienne Comte , Valentine Genon-Catalot

In this paper, we study the small noise behaviour of solutions of a non-linear second order Langevin equation $\ddot x^\varepsilon_t +|\dot x^\varepsilon_t|^\beta=\dot Z^\varepsilon_{\varepsilon t}$, $\beta\in\mathbb R$, driven by symmetric…

概率论 · 数学 2018-07-23 Alexei Kulik , Ilya Pavlyukevich

We study the long time asymptotics of probability density functions (pdfs) of L\'{e}vy flights in different confining potentials. For that we use two models: Langevin - driven and (L\'{e}vy - Schr\"odinger) semigroup - driven dynamics. It…

统计力学 · 物理学 2015-05-13 Piotr Garbaczewski , Vladimir Stephanovich

We analyze a specific class of random systems that are driven by a symmetric L\'{e}vy stable noise, where Langevin representation is absent. In view of the L\'{e}vy noise sensitivity to environmental inhomogeneities, the pertinent random…

统计力学 · 物理学 2015-06-15 Mariusz Zaba , Piotr Garbaczewski , Vladimir Stephanovich

A harmonic oscillator under influence of the noise is a basic model of various physical phenomena. Under Gaussian white noise the position and velocity of the oscillator are independent random variables which are distributed according to…

统计力学 · 物理学 2011-07-01 Igor M. Sokolov , Bartlomiej Dybiec , Werner Ebelling

The master equation for a probability density function (pdf) driven by L\'{e}vy noise, if conditioned to conform with the principle of detailed balance, admits a transformation to a contractive strongly continuous semigroup dynamics. Given…

统计力学 · 物理学 2012-05-16 Piotr Garbaczewski , Vladimir Stephanovich

We study the work fluctuations of a particle subjected to a deterministic drag force plus a random forcing whose statistics is of the L\'evy type. In the stationary regime, the probability density of the work is found to have ``fat''…

统计力学 · 物理学 2007-09-02 H. Touchette , E. G. D. Cohen

Properties of systems driven by white non-Gaussian noises can be very different from these systems driven by the white Gaussian noise. We investigate stationary probability densities for systems driven by $\alpha$-stable L\'evy type noises,…

统计力学 · 物理学 2009-11-13 B. Dybiec , E. Gudowska-Nowak , I. M. Sokolov

We prove asymptotic behaviour of transition density for a large class of spectrally one-sided L\'evy processes of unbounded variation satisfying mild condition imposed on the second derivative of the Laplace exponent, or equivalently, on…

概率论 · 数学 2020-07-01 Łukasz Leżaj

Nonlinear conservation laws driven by L\'evy processes have solutions which, in the case of supercritical nonlinearities, have an asymptotic behavior dictated by the solutions of the linearized equations. Thus the explicit representation of…

数学物理 · 物理学 2015-10-09 K. Górska , W. A. Woyczynski

Stationary states of overdamped anharmonic stochastic oscillators driven by L\'evy noise are typically multimodal. The very same situation is recorded for an underdamped L\'evy noise driven motion in single-well potentials with linear…

统计力学 · 物理学 2020-08-26 Karol Capała , Bartłomiej Dybiec , Ewa Gudowska-Nowak

Estimation methods for the L\'{e}vy density of a L\'{e}vy process are developed under mild qualitative assumptions. A classical model selection approach made up of two steps is studied. The first step consists in the selection of a good…

统计理论 · 数学 2016-08-16 José E. Figueroa-López , Christian Houdré
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