Mean Field Limit for Coulomb-Type Flows
arXiv:1803.08345 · doi:10.1215/00127094-2020-0019
Abstract
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-coulombic Riesz potential, for the first time in arbitrary dimension. The proof is based on a modulated energy method using a Coulomb or Riesz distance, assumes that the solutions of the limiting equation are regular enough and exploits a weak-strong stability property for them. The method can handle the addition of a regular interaction kernel, and applies also to conservative and mixed flows. In the appendix, it is also adapted to prove the mean-field convergence of the solutions to Newton's law with Coulomb or Riesz interaction in the monokinetic case to solutions of an Euler-Poisson type system.
Final version with expanded introduction, to appear in Duke Math Journal. 35 pages
References in corpus (8)
- A Mean Field View of the Landscape of Two-Layers Neural Networks
- Next Order Asymptotics and Renormalized Energy for Riesz Interactions
- On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport
- Propagation of chaos for the VPFP equation with a polynomial cut-off
- On mean field limit for Brownian particles with Coulomb interaction in 3D
- On Mean Field Limit and Quantitative Estimates with a Large Class of Singular Kernels: Application to the Patlak-Keller-Segel Model
- The vortex patches of Serfati
- Mean-Field and Classical Limit for the N-Body Quantum Dynamics with Coulomb Interaction
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