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相关论文: A General Nonlinear Fokker-Planck Equation and its…

200 篇论文

The Fokker-Planck equation is a partial differential equation that describes the evolution of a probability distribution over time. It is used to model a wide range of physical and biological phenomena, such as diffusion, chemical…

计算物理 · 物理学 2023-11-29 Wisit Mangthas , Waipot Ngamsaad

This paper is devoted to a fundamental solution of a nonlinear kinetic equation involving a porous medium or fast diffusion operator acting on velocities. Such a nonlinearity has interesting scaling properties, which result in a…

偏微分方程分析 · 数学 2026-03-30 Giovanni Brigati , Guillaume Carlier , Jean Dolbeault

The temporal Fokker-Plank equation [{\it J. Stat. Phys.}, {\bf 3/4}, 527 (2003)] or propagation-dispersion equation was derived to describe diffusive processes with temporal dispersion rather than spatial dispersion as in classical…

统计力学 · 物理学 2016-02-01 Jean Pierre Boon , James F. Lutsko

The relative entropy for two different degenerate diffusion processes is estimated by using the Wasserstein distance of initial distributions and the difference between coefficients. As applications, the entropy cost inequality and…

概率论 · 数学 2024-05-02 Zhongmin Qian , Panpan Ren , Feng-Yu Wang

We discuss the relationship between kinetic equations of the Fokker-Planck type (two linear and one non-linear) and the Kolmogorov (a.k.a. master) equations of certain N-body diffusion processes, in the context of Kac's "propagation of…

数学物理 · 物理学 2009-11-10 Michael K. -H. Kiessling , Carlo Lancellotti

The method of choice for integrating the time-dependent Fokker-Planck equation in high-dimension is to generate samples from the solution via integration of the associated stochastic differential equation. Here, we study an alternative…

机器学习 · 计算机科学 2023-02-17 Nicholas M. Boffi , Eric Vanden-Eijnden

Fractional diffusion equations imply non-Gaussian distributions that generalise the standard diffusive process. Recent advances in fractional calculus lead to a class of new fractional operators defined by non-singular memory kernels,…

统计力学 · 物理学 2018-12-26 M. A. F. dos Santos , Ignacio S. Gomez

Diffusion is a fundamental physical phenomenon with critical applications in fields such as metallurgy, cell biology, and population dynamics. While standard diffusion is well-understood, anomalous diffusion often requires complex non-local…

统计力学 · 物理学 2026-01-16 Gabriel Barreiro , Vladimir Pérez-Veloz

The dynamics of the open or closed state region of an ion channel may be described by a probability density $p(x,t)$ which satisfies a Fokker-Planck equation. The closed state dwell-time distribution $f_c(t)$ derived from the Fokker-Planck…

介观与纳米尺度物理 · 物理学 2015-06-22 Samuel R. Vaccaro

We present the Fokker-Planck equation (FPE) for an inhomogeneous medium with a position-dependent mass particle by making use of the Langevin equation, in the context of a generalized deformed derivative for an arbitrary deformation space…

统计力学 · 物理学 2020-12-17 Bruno G. da Costa , Ignacio S. Gomez , Ernesto P. Borges

A Fokker-Planck type equation for interacting particles with exclusion principle is analysed. The nonlinear drift gives rise to mathematical difficulties in controlling moments of the distribution function. Assuming enough initial moments…

偏微分方程分析 · 数学 2008-01-21 José A. Carrillo , Philippe Laurençot , Jesús Rosado

In the current paper Fokker Planck model of random walks has been extended to non conservative cases characterized by explicit dependence of diffusion and energy on time. A given generalization allows describing of such non equilibrium…

混沌动力学 · 物理学 2014-01-30 Sergey Kamenshchikov

We consider the mean field Fokker-Planck equation subject to nonlinear no-flux boundary conditions, which necessarily arise when subjecting a system of Brownian particles interacting via a pair potential in a bounded domain. With the…

数值分析 · 数学 2022-03-30 R. D. Mills-Williams , B. D. Goddard , G. A. Pavliotis

Fokker-Planck equations (forward Kolmogorov equations) evolve probability densities in time from an initial condition. For distributions over the real line, these evolution equations can sometimes be transformed into dynamics over the…

偏微分方程分析 · 数学 2025-09-26 David W. Cohen , Merek Johnson , Bruce M. Boghosian

In this article we address the problem of the nonlinear interaction of subdiffusive particles. We introduce the random walk model in which statistical characteristics of a random walker such as escape rate and jump distribution depend on…

统计力学 · 物理学 2015-06-15 Sergei Fedotov

There is experimental and theoretical evidence that the broad rapidity distribution of net proton yield in central heavy-ion collisions at SPS energies could be a signal of non-equilibrium properties of the system. We show that the broad…

高能物理 - 唯象学 · 物理学 2015-06-25 A. Lavagno

Brownian yet non-Gaussian processes have recently been observed in numerous biological systems and the corresponding theories have been built based on random diffusivity models. Considering the particularity of random diffusivity, this…

统计力学 · 物理学 2022-08-31 Xudong Wang , Yao Chen

A diffusion's induced transport is defined for a linear model of a Fokker-Plank equation under periodic boundary conditions in one-dimensional geometry. The flow is generated by a diffusion and a periodic deriving force induced by a…

数学物理 · 物理学 2008-09-04 Gershon Wolansky

The existence and uniqueness of measure-valued solutions to stochastic nonlinear, non-local Fokker-Planck equations is proven. This type of stochastic PDE is shown to arise in the mean field limit of weakly interacting diffusions with…

概率论 · 数学 2021-03-30 Michele Coghi , Benjamin Gess

Computing the stochastic entropy production associated with the evolution of a stochastic dynamical system is a well-established problem. In a small number of cases such as the Ornstein-Uhlenbeck process, of which we give a complete…

统计力学 · 物理学 2020-08-26 Richard J Martin , Ian J Ford