activity
20132026
most citedThe sharp phase transition for level set percolation of smooth planar Gaussian fields

43 citations · 130 across the 29 of their papers we have counts for

collaborators

37 papers

math.PR2026

Poisson approximation of the largest gaps between zeros of a stationary Gaussian process

Renjie Feng, Stephen Muirhead

We study the largest gaps between successive zeros of a smooth stationary Gaussian process. Our main result is that, if correlations decay at least polynomially, then after suitabl…

math.PR2026

Sign-balance of random Laplace eigenfunctions

Stephen Muirhead, Igor Wigman

Motivated by the problem of the small-scale sign distribution of Laplace eigenfunctions, we introduce a strong notion of sign-balance for (eigen)functions, and prove that random ei…

math.PR2026

The maximum of a strongly correlated Gaussian process

Jason Li, Stephen Muirhead

We revisit a result of Mittal--Ylvisaker that states that the rescaled maximum of a stationary sequence of Gaussian random variables has a Gaussian limit if correlations decay suff…

math.PR2026

Persistence and entropic repulsion of stationary Gaussian fields with spectral singularity at the origin

Naomi Feldheim, Ohad Feldheim, Stephen Muirhead

We compute the exact log-asymptotics of the persistence probability, and determine the entropic repulsion profile conditioned on persistence, for general -dimensional stationary…

math.PR2025

Limit theorems for the number of sign and level-set clusters of the Gaussian free field

Michael McAuley, Stephen Muirhead

We study the limiting fluctuations of the number of sign and level-set clusters of the Gaussian free field on , , that are contained in a large domain. In di…

math.PR2024

The giant component of excursion sets of spherical Gaussian ensembles: existence, uniqueness, and volume concentration

Stephen Muirhead, Igor Wigman

We establish the existence and uniqueness of a well-concentrated giant component in the supercritical excursion sets of three important ensembles of spherical Gaussian random field…

math.PR2023★ 1 cited

A covariance formula for the number of excursion set components of Gaussian fields and applications

Dmitry Beliaev, Michael McAuley, Stephen Muirhead

We derive a covariance formula for the number of excursion or level set components of a smooth stationary Gaussian field on contained in compact domains. We also pre…

math.PR2023

A sprinkled decoupling inequality for Gaussian processes and applications

Stephen Muirhead

We establish a sprinkled decoupling inequality for increasing events of Gaussian vectors with an error that depends only on the maximum pairwise correlation. As an application we p…

math.PR2022★ 3 cited

Percolation of strongly correlated Gaussian fields II. Sharpness of the phase transition

Stephen Muirhead

We establish the sharpness of the phase transition for a wide class of Gaussian percolation models, on or , , with correlations decaying at le…

math.PR2022★ 6 cited

Percolation of strongly correlated Gaussian fields I. Decay of subcritical connection probabilities

Stephen Muirhead, Franco Severo

We study the decay of connectivity of the subcritical excursion sets of a class of strongly correlated Gaussian fields. Our main result shows that, for smooth isotropic Gaussian fi…

math.PR2022★ 5 cited

A central limit theorem for the number of excursion set components of Gaussian fields

Dmitry Beliaev, Michael McAuley, Stephen Muirhead

For a smooth stationary Gaussian field on and level , we consider the number of connected components of the excursion set (or l…

math.PR2022

Sharp phase transition for Cox percolation

Christian Hirsch, Benedikt Jahnel, Stephen Muirhead

We prove the sharpness of the percolation phase transition for a class of Cox percolation models, i.e., models of continuum percolation in a random environment. The key requirement…

math.PR2021

Asymptotics for the critical level and a strong invariance principle for high intensity shot noise fields

Raphael Lachieze-Rey, Stephen Muirhead

We study fine properties of the convergence of a high intensity shot noise field towards the Gaussian field with the same covariance structure. In particular we (i) establish a str…

math.PR2021

Boundedness of the nodal domains of additive Gaussian fields

Stephen Muirhead

We study the connectivity of the excursion sets of additive Gaussian fields, i.e.\ stationary centred Gaussian fields whose covariance function decomposes into a sum of terms that…

math.PR2021

Mean-field bounds for Poisson-Boolean percolation

Vivek Dewan, Stephen Muirhead

We establish the mean-field bounds , and on the critical exponents of the Poisson-Boolean continuum percolation model under a moment condition on…

math.PR2021

Upper bounds on the one-arm exponent for dependent percolation models

Vivek Dewan, Stephen Muirhead

We prove upper bounds on the one-arm exponent for a class of dependent percolation models which generalise Bernoulli percolation; while our main interest is level set percola…

math.PR2020★ 4 cited

The phase transition for planar Gaussian percolation models without FKG

Stephen Muirhead, Alejandro Rivera, Hugo Vanneuville +1

We develop techniques to study the phase transition for planar Gaussian percolation models that are not (necessarily) positively correlated. These models lack the property of posit…

math.PR2019

Percolation of the excursion sets of planar symmetric shot noise fields

Raphaël Lachièze-Rey, Stephen Muirhead

We prove the existence of phase transitions in the global connectivity of the excursion sets of planar symmetric shot noise fields. Our main result establishes a phase transition w…

math.PR2019★ 15 cited

Fluctuations of the number of excursion sets of planar Gaussian fields

Dmitry Beliaev, Michael McAuley, Stephen Muirhead

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 . The m…

math.PR2019★ 9 cited

Smoothness and monotonicity of the excursion set density of planar Gaussian fields

Dmitry Beliaev, Michael McAuley, Stephen Muirhead

Nazarov and Sodin have shown that the number of connected components of the nodal set of a planar Gaussian field in a ball of radius , normalised by area, converges to a constan…

math.PR2019

Mean conservation of nodal volume and connectivity measures for Gaussian ensembles

Dmitry Beliaev, Stephen Muirhead, Igor Wigman

We study in depth the nesting graph and volume distribution of the nodal domains of a Gaussian field, which have been shown in previous works to exhibit asymptotic laws. A striking…

math.PR2019

A second moment bound for critical points of planar Gaussian fields in shrinking height windows

Stephen Muirhead

We consider the number of critical points of a stationary planar Gaussian field, restricted to a large domain, whose heights lie in a certain interval. Asymptotics for the mean of…

math.PR2018

A covariance formula for topological events of smooth Gaussian fields

Dmitry Beliaev, Stephen Muirhead, Alejandro Rivera

We derive a covariance formula for the class of `topological events' of smooth Gaussian fields on manifolds; these are events that depend only on the topology of the level sets of…

math.PR2018★ 10 cited

On the number of excursion sets of planar Gaussian fields

Dmitry Beliaev, Michael McAuley, Stephen Muirhead

The Nazarov-Sodin constant describes the average number of nodal set components of Gaussian fields on large scales. We generalise this to a functional describing the corresponding…