Multilevel quasi Monte Carlo methods for elliptic PDEs with random field coefficients via fast white noise sampling
When solving partial differential equations (PDEs) with random fields as coefficients, the efficient sampling of random field realizations can be challenging. In this paper we focus on the fast sampling of Gaussian fields using quasi-random points in a finite element and multilevel quasi Monte Carlo...
Main Authors: | Croci, M, Giles, M, Farrell, PE |
---|---|
Formato: | Journal article |
Idioma: | English |
Publicado em: |
Society for Industrial and Applied Mathematics
2021
|
Registos relacionados
-
Multilevel Monte Carlo methods and applications to elliptic PDEs with random coefficients
Por: Cliffe, K, et al.
Publicado em: (2011) -
Efficient white noise sampling and coupling for multilevel Monte Carlo with nonnested meshes
Por: Croci, M, et al.
Publicado em: (2018) -
Supporting data for the paper "Efficient white noise sampling and coupling for multilevel Monte Carlo with non-nested meshes"
Por: Croci, M, et al.
Publicado em: (2018) -
Combining sparse grids, multilevel MC and QMC for elliptic PDEs with random coefficients
Por: Giles, M, et al.
Publicado em: (2016) -
Fast uncertainty quantification of tracer distribution in the brain interstitial fluid with multilevel and quasi Monte Carlo
Por: Croci, M, et al.
Publicado em: (2020)