For a smooth, stationary, planar Gaussian field, we consider the number of connected components of its excursion set (or level set) contained in a large square of area $R^2$. The mean number of components is known to be of order $R^2$ for generic fields and all levels. We show that for certain fields with positive spectral density near the origin (including the Bargmann-Fock field), and for certain levels $\ell$, these random variables have fluctuations of order at least $R$, and hence variance of order at least $R^2$. In particular, this holds for excursion sets when $\ell$ is in some neighbourhood of zero, and it holds for excursion/level sets when $\ell$ is sufficiently large. We prove stronger fluctuation lower bounds of order $R^\alpha...
International audienceIn the present paper, we deal with a stationary isotropic random field X : R d...
We prove convergence of Hausdorff measure of level sets of smooth Gaussian fields when the levels co...
Limit theorems for the volumes of excursion sets of weakly and strongly dependent heavy-tailed rando...
For a smooth, stationary, planar Gaussian field, we consider the number of connected components of i...
Gaussian fields are widely used for modelling spatial phenomena in disciplines such as cosmology, me...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
For a smooth stationary Gaussian field on $\mathbb{R}^d$ and level $\ell \in \mathbb{R}$, we conside...
Smooth random Gaussian functions play an important role in mathematical physics, a main example bein...
For a smooth stationary Gaussian field f on R d and level ℓ ∈ R, we consider the number of connected...
Studying the geometry generated by Gaussian and Gaussian-related random fields via their excursion s...
The Nazarov–Sodin constant describes the average number of nodal set components of smooth Gaussian f...
Abstract: Studying the geometry generated by Gaussian and Gaussian-related random fields via their e...
We consider smooth, infinitely divisible random fields with regularly varying Levy measure, and ar...
We are interested in creating statistical methods to provide informative summaries of random fields ...
In this thesis, we study the level sets of smooth Gaussian fields, or random smooth functions. Sever...
International audienceIn the present paper, we deal with a stationary isotropic random field X : R d...
We prove convergence of Hausdorff measure of level sets of smooth Gaussian fields when the levels co...
Limit theorems for the volumes of excursion sets of weakly and strongly dependent heavy-tailed rando...
For a smooth, stationary, planar Gaussian field, we consider the number of connected components of i...
Gaussian fields are widely used for modelling spatial phenomena in disciplines such as cosmology, me...
Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Ga...
For a smooth stationary Gaussian field on $\mathbb{R}^d$ and level $\ell \in \mathbb{R}$, we conside...
Smooth random Gaussian functions play an important role in mathematical physics, a main example bein...
For a smooth stationary Gaussian field f on R d and level ℓ ∈ R, we consider the number of connected...
Studying the geometry generated by Gaussian and Gaussian-related random fields via their excursion s...
The Nazarov–Sodin constant describes the average number of nodal set components of smooth Gaussian f...
Abstract: Studying the geometry generated by Gaussian and Gaussian-related random fields via their e...
We consider smooth, infinitely divisible random fields with regularly varying Levy measure, and ar...
We are interested in creating statistical methods to provide informative summaries of random fields ...
In this thesis, we study the level sets of smooth Gaussian fields, or random smooth functions. Sever...
International audienceIn the present paper, we deal with a stationary isotropic random field X : R d...
We prove convergence of Hausdorff measure of level sets of smooth Gaussian fields when the levels co...
Limit theorems for the volumes of excursion sets of weakly and strongly dependent heavy-tailed rando...