
Shortterm traffic prediction using physicsaware neural networks
In this work, we propose an algorithm performing shortterm predictions ...
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Approximation of SPDE covariance operators by finite elements: A semigroup approach
The problem of approximating the covariance operator of the mild solutio...
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Hilbert–Schmidt regularity of symmetric integral operators on bounded domains with applications to SPDE approximations
Regularity estimates for an integral operator with a symmetric continuou...
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Galerkin–Chebyshev approximation of Gaussian random fields on compact Riemannian manifolds
A new numerical approximation method for a class of Gaussian random fiel...
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Surface finite element approximation of spherical Whittle–Matérn Gaussian random fields
Spherical Matérn–Whittle Gaussian random fields are considered as soluti...
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Numerical approximation and simulation of the stochastic wave equation on the sphere
Solutions to the stochastic wave equation on the unit sphere are approxi...
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Parameter and density estimation from realworld traffic data: A kinetic compartmental approach
The main motivation of this work is to assess the validity of a LWR traf...
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Finite element approximation of Lyapunov equations for the computation of quadratic functionals of SPDEs
The computation of quadratic functionals of the solution to a linear sto...
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Weak convergence of fully discrete finite element approximations of semilinear hyperbolic SPDE with additive noise
We consider the numerical approximation of the mild solution to a semili...
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Driftpreserving numerical integrators for stochastic Hamiltonian systems
The paper deals with numerical discretizations of separable nonlinear Ha...
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Annika Lang
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