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This paper aims to develop numerical approximations of the Keller--Segel equations that mimic at the discrete level the lower bounds and the energy law of the continuous problem. We solve these equations for two unknowns: the organism (or…

数值分析 · 数学 2022-07-25 Santiago Badia , Jesús Bonilla , Juan Vicente Gutiérrez-Santacreu

Fokker-Planck equation with the velocity-dependent coefficients is considered for various isotropic systems on the basis of probability transition (PT) approach. This method provides the self-consistent and universal description of friction…

等离子体物理 · 物理学 2009-11-07 S. A. Trigger

We present a numerical method to accurately simulate particle size distributions within the formalism of rate equation cluster dynamics. This method is based on a discretization of the associated Fokker-Planck equation. We show that…

材料科学 · 物理学 2016-11-10 Thomas Jourdan , Gabriel Stoltz , Frédéric Legoll , Laurent Monasse

We consider systems of interacting particles which are described by a second order Langevin equation. The class of equations considered includes the situation where the particle evolution is governed by Hamiltonian dynamics with additional…

偏微分方程分析 · 数学 2025-07-29 Fenna Müller , Max von Renesse , Johannes Zimmer

Chemotaxis systems of Keller--Segel type constitute one of the central mathematical frameworks for understanding aggregation phenomena in biological and ecological systems. Over the past decades, the theory has evolved from the classical…

偏微分方程分析 · 数学 2026-03-06 Kolade M Owolabi , Eben Mare , Clara O Ijalana , Kolawole S Adegbie

Using a simple model of self-propelled particle, the effective shear viscosity of a dilute, spatially homogeneous suspension of active particles is studied. We use formulation of non-linear Fokker-Planck equation to drive a kinetic…

软凝聚态物质 · 物理学 2017-02-16 M. Moradi

The single-particle density is the most basic quantity that can be calculated from a given many-body wave function. It provides the probability to find a particle at a given position when the average over many realizations of an experiment…

量子气体 · 物理学 2016-02-29 Kaspar Sakmann , Mark Kasevich

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

The impact of interparticle correlations on the behavior of Bose-Einstein Condensates (BECs) is discussed using two approaches. In the first approach, the wavefunction of a BEC is encoded in the $N$-particle sector of an extended "catalytic…

量子气体 · 物理学 2015-02-25 Zhang Jiang

Accurate interaction potentials between microscopic components such as colloidal particles or cells are crucial to understanding a range of processes, including colloidal crystallization, bacterial colony formation, and cancer metastasis.…

We perform a numerical approximation of coherent sets in finite-dimensional smooth dynamical systems by computing singular vectors of the transfer operator for a stochastically perturbed flow. This operator is obtained by solution of a…

动力系统 · 数学 2016-10-17 Andreas Denner , Oliver Junge , Daniel Matthes

In this paper, we consider the Kac stochastic particle system associated to the spatially homogeneous Boltzmann equation for true hard potentials. We establish a rate of propagation of chaos of the particle system to the unique solution of…

概率论 · 数学 2020-10-22 Chenguang Liu , Liping Xu

In non-equilibrium statistical physics, active matters in both living and non-living systems have been extensively studied. In particular, self-propelled particle systems provide challenging research subjects in experimental and theoretical…

统计力学 · 物理学 2025-02-13 Saori Morimoto , Makoto Katori , Hiraku Nishimori

Pattern formation in uniaxial polymeric liquid crystals is studied for different dynamic closure approximations. Using the principles of mesoscopic non-equilibrium thermodynamics in a mean-field approach, we derive a Fokker-Planck equation…

软凝聚态物质 · 物理学 2015-06-05 Humberto Hijar , Diego Marquina de Hoyos , Ivan Santamaria-Holek

The Keller-Segel equations are widely used for describing chemotaxis in biology. Recently, a new fully discrete scheme for this model was proposed in [46], mass conservation, positivity and energy decay were proved for the proposed scheme,…

数值分析 · 数学 2022-12-16 Wenbin Chen , Qianqian Liu , Jie Shen

Systems with long range interactions present generically the formation of quasi-stationary long-lived non-equilibrium states. These states relax to Boltzmann equilibrium following a dynamics which is not well understood. In this paper we…

统计力学 · 物理学 2015-06-12 B. Marcos

We introduce a new method, which we call stochastic fusion, which takes an exclusion process and constructs an interacting particle systems in which more than one particle may occupy a lattice site. The construction only requires the…

概率论 · 数学 2019-11-26 Jeffrey Kuan

In this paper, we propose and study a stochastic aggregation-diffusion equation of the Keller-Segel (KS) type for modeling the chemotaxis in dimensions $d=2,3$. Unlike the classical deterministic KS system, which only allows for…

偏微分方程分析 · 数学 2020-09-23 Hui Huang , Jinniao Qiu

We introduce a stochastic agent-based model for the flocking dynamics of self-propelled particles that exhibit velocity-alignment interactions with neighbours within their field of view. The stochasticity in the dynamics of the model arises…

统计力学 · 物理学 2019-07-24 Trilochan Bagarti , Shakti N. Menon

Chemotaxis systems play a crucial role in modeling the dynamics of bacterial and cellular behaviors, including propagation, aggregation, and pattern formation, all under the influence of chemical signals. One notable characteristic of these…

数值分析 · 数学 2024-02-07 Alina Chertock , Shumo Cui , Alexander Kurganov , Chenxi Wang
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