Évènements

Introduction to the theory of Gibbs point processes.

Catégorie d'évènement : Groupe de travail Probabilités et Statistique Date/heure : 9 janvier 2025 09:15-10:15 Lieu : Salle de conférences Nancy Oratrice ou orateur : David Dereudre (Lille) Résumé :

L’orateur du seminaire donnera un exposé introductif sur les processus ponctuels de Gibbs avec interaction sommable (même à portée finie) basé sur le minicours https://arxiv.org/abs/1701.08105 

The Gibbs point processes (GPP) constitute a large class of point processes with interaction between the points. The interaction can be attractive, repulsive, depending on geometrical features whereas the null interaction is associated to the so-called Poisson point process. In a first part, we present several aspects of finite volume GPP defined on a bounded window in Rd. In a second part, we introduce the more complicated formalism of infinite volume GPP defined on the full space Rd. Existence, uniqueness and non-uniqueness of GPP are non-trivial questions which we will discuss in the talk. The DLR equations, the GNZ equations will be presented as well.


Gibbs point processes with non-summable pairwise interaction

Catégorie d'évènement : Séminaire Probabilités et Statistique Date/heure : 9 janvier 2025 10:45-11:45 Lieu : Salle de conférences Nancy Oratrice ou orateur : David Dereudre (Université de Lille) Résumé :

In this talk, we discuss the question of Gibbs point processes in R^d with pairwise interactions that are not integrable at infinity. A standard example is the Riesz potential of the form g(x)=1/|x|^s where s<d. This setting has a long history, notably because the case s=d-2 corresponds to the classical Coulomb potential, which arises from electrostatic theory. We will first address the existence of the process in the infinite volume regime when a neutralizing background is introduced (this model is known as Jellium in theoretical physics). Subsequently, we will discuss the rigidity of such point processes, specifically hyper-uniformity and number rigidity. We will provide a state-of-the-art review and present numerous conjectures and open problems.