Propagation of chaos: a review of models, methods and applications. II. Applications
LP Chaintron, A Diez - arXiv preprint arXiv:2106.14812, 2021 - arxiv.org
The notion of propagation of chaos for large systems of interacting particles originates in
statistical physics and has recently become a central notion in many areas of applied …
statistical physics and has recently become a central notion in many areas of applied …
[HTML][HTML] A review of the mean field limits for Vlasov equations
PE Jabin - Kinetic and Related models, 2014 - aimsciences.org
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Quantitative estimates of propagation of chaos for stochastic systems with kernels
PE Jabin, Z Wang - Inventiones mathematicae, 2018 - Springer
We derive quantitative estimates proving the propagation of chaos for large stochastic
systems of interacting particles. We obtain explicit bounds on the relative entropy between …
systems of interacting particles. We obtain explicit bounds on the relative entropy between …
The derivation of swarming models: mean-field limit and Wasserstein distances
JA Carrillo, YP Choi, M Hauray - … Dynamics from Bacteria to Crowds: An …, 2014 - Springer
These notes are devoted to a summary on the mean-field limit of large ensembles of
interacting particles with applications in swarming models. We first make a summary of the …
interacting particles with applications in swarming models. We first make a summary of the …
Mean field limit for Coulomb-type flows
S Serfaty - 2020 - projecteuclid.org
We establish the mean field convergence for systems of points evolving along the gradient
flow of their interaction energy when the interaction is the Coulomb potential or a super …
flow of their interaction energy when the interaction is the Coulomb potential or a super …
Mean field limit for stochastic particle systems
PE Jabin, Z Wang - Active Particles, Volume 1: Advances in Theory …, 2017 - Springer
We review some classical and more recent results for the derivation of mean field equations
from systems of many particles, focusing on the stochastic case where a large system of …
from systems of many particles, focusing on the stochastic case where a large system of …
Mean field limit and quantitative estimates with singular attractive kernels
We prove the mean field limit and quantitative estimates for many-particle systems with
singular attractive interactions between particles. As an important example, a full rigorous …
singular attractive interactions between particles. As an important example, a full rigorous …
Global-in-time mean-field convergence for singular Riesz-type diffusive flows
M Rosenzweig, S Serfaty - The Annals of Applied Probability, 2023 - projecteuclid.org
We consider the mean-field limit of systems of particles with singular interactions of the type−
log| x| or| x|− s, with 0< s< d− 2, and with an additive noise in dimensions d≥ 3. We use a …
log| x| or| x|− s, with 0< s< d− 2, and with an additive noise in dimensions d≥ 3. We use a …
Mean field limit and propagation of chaos for Vlasov systems with bounded forces
PE Jabin, Z Wang - Journal of Functional Analysis, 2016 - Elsevier
We consider large systems of particles interacting through rough but bounded interaction
kernels. We are able to control the relative entropy between the N-particle distribution and …
kernels. We are able to control the relative entropy between the N-particle distribution and …
A new approach to the mean-field limit of Vlasov-Fokker-Planck equations
This article introduces a novel approach to the mean-field limit of stochastic systems of
interacting particles, leading to the first ever derivation of the mean-field limit to the Vlasov …
interacting particles, leading to the first ever derivation of the mean-field limit to the Vlasov …