We would like to bring to your attention the conference in CIRM -
Lumini, Marseille
from 20 – 24 October, 2025:

New trends of stochastic nonlinear systems: well-posedeness, dynamics
and numerics

Erika Hausenblas (University of Leoben)
Chengcheng Ling (University of Augsburg)
Stéphane Menozzi (Université d’Évry)

https://conferences.cirm-math.fr/3374.html

Stochastic analysis is a very dynamic field which has undergone numerous
developments over the last decades: stochastic differential equations
(SDE), stochastic partial differential equations (EDPS), Malliavin
calculus...

In order to study new singular complex models, which in particular arise
from regularization/de-regulation by noise-related problems,
particle systems, quantum mechanics or machine learning, new ideas have

appeared, yielding numerous results concerning the well-posedness,
dynamics and approximation of singular ED(P)S in numerous scientific or
engineering fields. Among these ideas, we can mention: the application of
convex integration techniques for stochastic equations, the sewing lemma
to highlight fine regularisation properties of the underlying noise,
quantum field theory to help understand quantum dynamics, or the
association of classical techniques with tools such as rough paths
theory to solve problems which could not be addressed independently.

If you would like to participate, please contact one of the organisers
or spdescirmmarseille@gmail.com.