Non-stationary Gaussian random fields on hypersurfaces: Sampling and strong error analysis
Preprint, 2024
Gaussian random fields
Chebyshev approximation
surface finite element method
Gaussian processes
stochastic partial differential equations
non-stationary random fields
Author
Erik Jansson
Chalmers, Mathematical Sciences, Applied Mathematics and Statistics
Annika Lang
Chalmers, Mathematical Sciences, Applied Mathematics and Statistics
Mike Pereira
Chalmers, Electrical Engineering, Systems and control
University of Gothenburg
Efficient approximation methods for random fields on manifolds
Swedish Research Council (VR) (2020-04170), 2021-01-01 -- 2024-12-31.
Time-Evolving Stochastic Manifolds (StochMan)
European Commission (EC) (EC/HE/101088589), 2023-09-01 -- 2028-08-31.
Subject Categories (SSIF 2011)
Mathematics
Computational Mathematics
Geometry
Probability Theory and Statistics
Mathematical Analysis
DOI
10.48550/arXiv.2406.08185