most citedUniform-in-time propagation of chaos for mean field Langevin dynamics

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math.PR2025★ 2 cited

Uniform-in-time propagation of chaos for mean field Langevin dynamics

Fan Chen, Zhenjie Ren, Songbo Wang

We study the mean field Langevin dynamics and the associated particle system. By assuming the functional convexity of the energy, we obtain the -convergence of the marginal di…

math.PR2024

Uniform-in-time propagation of chaos for kinetic mean field Langevin dynamics

Fan Chen, Yiqing Lin, Zhenjie Ren +1

We study the kinetic mean field Langevin dynamics under the functional convexity assumption of the mean field energy functional. Using hypocoercivity, we first establish the expone…