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Stationary solutions to a Fokker-Planck equation corresponding to a noisy logistic equation with correlated Gaussian white noises are constructed. Stationary distributions exist even if the corresponding deterministic system displays an…

统计力学 · 物理学 2007-05-23 P. F. Gora

This paper introduces a nonlinear acceleration technique that accelerates the convergence of solution of transport problems with highly forward-peaked scattering. The technique is similar to a conventional high-order/low-order (HOLO)…

核理论 · 物理学 2020-05-14 J. J. Kuczek , J. K. Patel , R. Vasques

Many physical, biological or social systems are governed by history-dependent dynamics or are composed of strongly interacting units, showing an extreme diversity of microscopic behaviour. Macroscopically, however, they can be efficiently…

综合物理 · 物理学 2018-02-08 Dániel Czégel , Sámuel G Balogh , Péter Pollner , Gergely Palla

We consider the Fokker--Planck equations with irregular coefficients. Two different cases are treated: in the degenerate case, the coefficients are assumed to be weakly differentiable, while in the non-degenerate case the drift satisfies…

概率论 · 数学 2019-10-22 Huaiqian Li , Dejun Luo

We derive non-linear stochastic Fokker-Planck equation from stochastic systems particles with individual and environmental noise via relative entropy method, with pathwise quantitative bounds. Moreover, we prove the existence of a unique…

概率论 · 数学 2026-04-23 Christian Olivera , Alexandre B. de Souza

In a companion paper we derived a unique time-reversal-invariant stochastic generalization of the Liouville equation and showed that it coincides with the evolution equation for the Husimi $Q$-function in a broad class of bosonic quantum…

量子物理 · 物理学 2026-04-01 Simon Friederich , Mritunjay Tyagi

Starting from first principles, we formulate a theory of wave packet propagation in a nonlinear, disordered medium of any dimension, through the derivation of a Fokker-Planck transport equation. Our theory is based on a diagrammatic…

无序系统与神经网络 · 物理学 2011-10-28 Nicolas Cherroret , Thomas Wellens

A class of linear evolutionary equations with material laws involving fractional time-derivatives is considered. The main result is well-posedness and causality for this problem class. The approach is illustrated with two examples: a…

偏微分方程分析 · 数学 2013-04-10 Rainer Picard

Stochastic reaction-diffusion equations are a popular modelling approach for studying interacting populations in a heterogeneous environment under the influence of environmental fluctuations. Although the theoretical basis of alternative…

种群与进化 · 定量生物学 2017-02-16 Ivo Siekmann , Michael Bengfort , Horst Malchow

This paper deals with the analysis of stochastic systems which can be described by a Langevin equation. By the method presented in this paper drift and diffusion terms of the corresponding Fokker-Planck equation can be extracted from the…

凝聚态物理 · 物理学 2009-10-31 S. Siegert , R. Friedrich , J. Peinke

We present a method for the nonparametric estimation of the drift function of certain types of stochastic differential equations from the empirical density. It is based on a variational formulation of the Fokker-Planck equation. The…

数据分析、统计与概率 · 物理学 2016-12-16 Philipp Batz , Andreas Ruttor , Manfred Opper

We consider here a logistic equation, modeling processes of nonlocal character both in the diffusion and proliferation terms. More precisely, for populations that propagate according to a L\'evy process and can reach resources in a…

偏微分方程分析 · 数学 2016-01-22 Luis Caffarelli , Serena Dipierro , Enrico Valdinoci

The Rayleigh model of nonlinear Brownian motion is revisited in which the heavy particle of mass M interacts with ideal gas molecules of mass m via instantaneous collisions. Using the van Kampen method of expansion of the master equation,…

统计力学 · 物理学 2009-11-11 A. V. Plyukhin

Stochastic differential equations play an important role in various applications when modeling systems that have either random perturbations or chaotic dynamics at faster time scales. The time evolution of the probability distribution of a…

数值分析 · 数学 2022-11-11 Yao Li , Caleb Meredith

Beam dynamics calculations that are based on the Vlasov equation do not permit the the treatment of stochastic phenomena such as intra-beam scattering. If the nature of the stochastic process can be regarded as a Markov process, we are…

加速器物理 · 物理学 2024-01-09 Jürgen Struckmeier

In this paper we focus on the construction of numerical schemes for nonlinear Fokker-Planck equations that preserve the structural properties, like non negativity of the solution, entropy dissipation and large time behavior. The methods…

数值分析 · 数学 2017-11-13 Lorenzo Pareschi , Mattia Zanella

We explore the diffusion process in the non-Markovian spatio-temporal noise.%the escape rate problem in the non-Markovian spatio-temporal random noise. There is a non-trivial short memory regime, i.e., the Markovian limit characterized by a…

统计力学 · 物理学 2009-11-13 Takaaki Monnai , Ayumu Sugita , Katsuhiro Nakamura

We consider a Markov process on a Riemannian manifold, which solves a stochastic differential equation in the interior of the manifold and jumps according to a deterministic reset map when it reaches the boundary. We derive a partial…

概率论 · 数学 2007-05-23 Julien Bect , Hana Baili , Gilles Fleury

This third part extends the theory of Generalized Poisson-Kac (GPK) processes to nonlinear stochastic models and to a continuum of states. Nonlinearity is treated in two ways: (i) as a dependence of the parameters (intensity of the…

统计力学 · 物理学 2017-08-02 Massimiliano Giona , Antonio Brasiello , Silvestro Crescitelli

We consider a stochastic differential equation in a Hilbert space with time-dependent coefficients for which no general existence and uniqueness results are known. We prove, under suitable assumptions, existence and uniqueness of a measure…

概率论 · 数学 2018-06-18 Vladimir Bogachev , Giuseppe Da Prato , Michael Röckner