Convergence Rates of Mean-Field Fluctuations in the 2D Viscous Vortex and Coulomb Models

Series
Stochastics Seminar
Time
Thursday, October 2, 2025 - 3:30pm for 1 hour (actually 50 minutes)
Location
Skiles 006
Speaker
Paul Nikolaev – University of Padova/Columbia University – paul.nikolaev@unipd.it
Organizer
Lukas Wessels

Please Note: This is a joint Stochastics-PDE seminar.

We investigate how fluctuations behave in large systems of interacting particles when the interaction is given by the Biot–Savart kernel, a key model from fluid dynamics. Our main result provides the first quantitative convergence rates for these fluctuations, and remarkably, the rates are optimal. The key idea is to compare the generators of the particle system and of the limiting fluctuation process in an infinite-dimensional setting. This comparison allows us to derive a sharp error bound for the fluctuations. Beyond the Biot–Savart case, the method is versatile and can also be applied to other singular interactions, such as the repulsive Coulomb kernel.