English

Marked Gibbs point processes with unbounded interaction: an existence result

Probability 2022-07-15 v3

Abstract

We construct marked Gibbs point processes in Rd\mathbb{R}^d under quite general assumptions. Firstly, we allow for interaction functionals that may be unbounded and whose range is not assumed to be uniformly bounded. Indeed, our typical interaction admits an a.s. finite but random range. Secondly, the random marks -- attached to the locations in Rd\mathbb{R}^d -- belong to a general normed space S\mathcal{S}. They are not bounded, but their law should admit a super-exponential moment. The approach used here relies on the so-called entropy method and large-deviation tools in order to prove tightness of a family of finite-volume Gibbs point processes. An application to infinite-dimensional interacting diffusions is also presented.

Keywords

Cite

@article{arxiv.1911.12800,
  title  = {Marked Gibbs point processes with unbounded interaction: an existence result},
  author = {Sylvie Roelly and Alexander Zass},
  journal= {arXiv preprint arXiv:1911.12800},
  year   = {2022}
}

Comments

Erratum: We added a term in the range r of assumption (9), in order for the examples we consider to fit our setting. A correction in the potential considered in Section 4 has also been made. 30 pages, 3 figures

R2 v1 2026-06-23T12:30:19.776Z