Galerkin-Chebyshev approximation of Gaussian random fields on compact Riemannian manifolds
Preprint, 2021
Strong convergence
Weak convergence
Compact Riemannian manifolds
Laplace-Beltrami operator
Galerkin approximation
Chebyshev polynomials
Whittle-Matérn fields
Gaussian random fields
Author
Annika Lang
University of Gothenburg
Chalmers, Mathematical Sciences, Applied Mathematics and Statistics
Mike Pereira
University of Gothenburg
Stochastic Continuous-Depth Neural Networks
Chalmers AI Research Centre (CHAIR), 2020-08-15 -- .
Efficient approximation methods for random fields on manifolds
Swedish Research Council (VR) (2020-04170), 2021-01-01 -- 2024-12-31.
STOchastic Traffic NEtworks (STONE)
Chalmers, 2020-02-01 -- 2022-01-31.
Chalmers AI Research Centre (CHAIR), -- .
Areas of Advance
Transport
Subject Categories
Computational Mathematics
Probability Theory and Statistics
Mathematical Analysis
Roots
Basic sciences