English

On the absolute continuity of random nodal volumes

Probability 2018-11-13 v1

Abstract

We study the absolute continuity with respect to the Lebesgue measure of the distribution of the nodal volume associated with a smooth, non-degenerated and stationary Gaussian field (f(x),xRd)(f(x), {x \in \mathbb R^d}). Under mild conditions, we prove that in dimension d3d\geq 3, the distribution of the nodal volume has an absolutely continuous component plus a possible singular part. This singular part is actually unavoidable baring in mind that some Gaussian processes have a positive probability to keep a constant sign on some compact domain. Our strategy mainly consists in proving closed Kac--Rice type formulas allowing one to express the volume of the set {f=0}\{f =0\} as integrals of explicit functionals of (f,f,Hess(f))(f,\nabla f,\text{Hess}(f)) and next to deduce that the random nodal volume belongs to the domain of a suitable Malliavin gradient. The celebrated Bouleau--Hirsch criterion then gives conditions ensuring the absolute continuity.

Keywords

Cite

@article{arxiv.1811.04795,
  title  = {On the absolute continuity of random nodal volumes},
  author = {Jürgen Angst and Guillaume Poly},
  journal= {arXiv preprint arXiv:1811.04795},
  year   = {2018}
}