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20112023
most citedIsotropic Gaussian random fields on the sphere: Regularity, fast simulation and stochastic partial differential equations

142 citations · 370 across the 21 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

math.NA2021★ 1 cited

Approximation of SPDE covariance operators by finite elements: A semigroup approach

Mihály Kovács, Annika Lang, Andreas Petersson

The problem of approximating the covariance operator of the mild solution to a linear stochastic partial differential equation is considered. An integral equation involving the sem…

math.PR2021★ 4 cited

Hilbert--Schmidt regularity of symmetric integral operators on bounded domains with applications to SPDE approximations

Mihály Kovács, Annika Lang, Andreas Petersson

Regularity estimates for an integral operator with a symmetric continuous kernel on a convex bounded domain are derived. The covariance of a mean-square continuous random field on…

math.NA2021★ 5 cited

Galerkin--Chebyshev approximation of Gaussian random fields on compact Riemannian manifolds

Annika Lang, Mike Pereira

A new numerical approximation method for a class of Gaussian random fields on compact connected oriented Riemannian manifolds is introduced. This class of random fields is characte…

math.NA2021★ 11 cited

Numerical approximation and simulation of the stochastic wave equation on the sphere

David Cohen, Annika Lang

Solutions to the stochastic wave equation on the unit sphere are approximated by spectral methods. Strong, weak, and almost sure convergence rates for the proposed numerical scheme…

math.NA2021★ 8 cited

Surface finite element approximation of spherical Whittle--Matérn Gaussian random fields

Erik Jansson, Mihály Kovács, Annika Lang

Spherical Whittle--Matérn Gaussian random fields are considered as solutions to fractional elliptic stochastic partial differential equations on the sphere. Approximation is done w…