I study the geometrical and topological properties of random submanifolds. These random objects are defined as the vanishing loci of Gaussian fields on an ambient Riemannian manifold. Their study is motivated by questions in real algebraic geometry and in semi-classical analysis. I am interested in random variables associated with these submanifolds, such as their volume, their Euler characteristics or their Betti numbers.
When our random submanifold has almost surely dimension 0, we get a random point process. In this case, I am interested in the short range attraction-repulsion between points of this process, as well as the clustering properties coming from the lack of long range correlations.