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Liquid droplet dynamics are widely used in biological and engineering applications, which contain complex interfacial instabilities and pattern formation such as droplet merging, splitting, and transport. This paper studies a class of mean…

最优化与控制 · 数学 2024-10-10 Guosheng Fu , Hangjie Ji , Will Pazner , Wuchen Li

A mean-field selective optimal control problem of multipopulation dynamics via transient leadership is considered. The agents in the system are described by their spatial position and their probability of belonging to a certain population.…

最优化与控制 · 数学 2021-06-15 Giacomo Albi , Stefano Almi , Marco Morandotti , Francesco Solombrino

The mean-field analysis of a multi-population agent-based model is performed. The model couples a particle dynamics driven by a nonlocal velocity with a Markow-type jump process on the probability that each agent has of belonging to a given…

偏微分方程分析 · 数学 2019-07-12 Marco Morandotti , Francesco Solombrino

We consider nonlinear transport equations with non-local velocity, describing the time-evolution of a measure, which in practice may represent the density of a crowd. Such equations often appear by taking the mean-field limit of…

最优化与控制 · 数学 2017-01-06 Marco Caponigro , Benedetto Piccoli , Francesco Rossi , Emmanuel Trélat

Empirically derived continuum models of collective behavior among large populations of dynamic agents are a subject of intense study in several fields, including biology, engineering and finance. We formulate and study a mean-field game…

适应与自组织系统 · 物理学 2018-06-22 Piyush Grover , Kaivalya Bakshi , Evangelos A. Theodorou

We consider particle-based stochastic reaction-drift-diffusion models where particles move via diffusion and drift induced by one- and two-body potential interactions. The dynamics of the particles are formulated as measure-valued…

A cellular automaton model is presented for random walkers with biologically motivated interactions favoring local alignment and leading to collective motion or swarming behavior. The degree of alignment is controlled by a sensitivity…

生物物理 · 物理学 2009-10-30 H. J. Bussemaker , A. Deutsch , E. Geigant

In this paper we study a general class of hybrid mathematical models of collective motions of cells under the influence of chemical stimuli. The models are hybrid in the sense that cells are discrete entities given by ODE, while the…

偏微分方程分析 · 数学 2022-02-01 Roberto Natalini , Thierry Paul

We rigorously derive pressureless Euler-type equations with nonlocal dissipative terms in velocity and aggregation equations with nonlocal velocity fields from Newton-type particle descriptions of swarming models with alignment…

偏微分方程分析 · 数学 2021-06-16 José A. Carrillo , Young-Pil Choi

The population dynamics of molecules, cells, and organisms are governed by a number of unknown forces. In the last decade, population dynamics have predominantly been modeled with Wasserstein gradient flows. However, since gradient flows…

机器学习 · 计算机科学 2026-05-19 Vincent Guan , Lazar Atanackovic , Kirill Neklyudov

The analysis on stability and bifurcations in the macroscopic dynamics exhibited by the system of two coupled large populations comprised of $N$ stochastic excitable units each is performed by studying an approximate system, obtained by…

混沌动力学 · 物理学 2015-06-11 I. Franovic , K. Todorovic , N. Vasovic , N. Buric

It is well-known that many diffusion equations can be recast as Wasserstein gradient flows. Moreover, in recent years, by modifying the Wasserstein distance appropriately, this technique has been transferred to further evolution equations…

概率论 · 数学 2020-10-15 Kaveh Bashiri , Anton Bovier

The aim of this paper is to study the asymptotic behavior of a system of birth and death processes in mean field type interaction in discrete space. We first establish the exponential convergence of the particle system to equilibrium for a…

概率论 · 数学 2015-10-13 Marie-Noémie Thai

We have investigated the mean field dynamics of an overdamped viscoelastic medium driven through quenched disorder. The model introduced incorporates coexistence of pinned and sliding degrees of freedom and can exhibit continuous elastic…

无序系统与神经网络 · 物理学 2009-10-31 M. Cristina Marchetti , A. Alan Middleton , Thomas Prellberg

Many active matter systems, especially on the microscopic scale, are well approximated as overdamped, meaning that any inertial momentum is immediately dissipated by the environment. On the other hand, especially for macroscopic active…

软凝聚态物质 · 物理学 2020-05-14 Dominic Arold , Michael Schmiedeberg

A Collision-Avoiding flocking particle system proposed in [8] is studied in this paper. The global wellposedness of its corresponding Vlasov-type kinetic equation is proved. As a corollary of the global stability result, the mean field…

数学物理 · 物理学 2013-11-15 Rong Yang , Li Chen

Rich out of equilibrium collective dynamics of strongly interacting large assemblies emerge in many areas of science. Some intriguing and not fully understood examples are the glassy arrest in atomic, molecular or colloidal systems,…

统计力学 · 物理学 2023-05-03 Leticia F. Cugliandolo

The paper presents a method by which the mean field dynamics of a population of dynamical systems with parameter diversity and global coupling can be described in terms of a few macroscopic degrees of freedom. The method applies to…

统计力学 · 物理学 2009-11-07 Silvia De Monte , Francesco d'Ovidio , Erik Mosekilde

This paper presents a mean-field control approach for Piecewise Deterministic Markov Processes (PDMPs), specifically designed for controlling a large number of agents. By modeling the interactions of a large number of agents through an…

最优化与控制 · 数学 2025-11-04 Thomas Le Corre , Adrien Séguret , Ana Bušić

The well-posedness of a multi-population dynamical system with an entropy regularization and its convergence to a suitable mean-field approximation are proved, under a general set of assumptions. Under further assumptions on the evolution…

偏微分方程分析 · 数学 2022-10-04 Stefano Almi , Claudio D'Eramo , Marco Morandotti , Francesco Solombrino
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