Analyticity and Sparsity in Uncertainty Quantification for PDEs with Gaussian Random Field Inputs

Available
0
StarStarStarStarStar
0Reviews
The present book develops the mathematical and numerical analysis of linear, elliptic and parabolic partial differential equations (PDEs) with coefficients whose logarithms are modelled as Gaussian random fields (GRFs), in polygonal and polyhedral physical domains. Both, forward and Bayesian inverse PDE problems subject to GRF priors are considered.

Adopting a pathwise, affine-parametric representa...
Read more
E-book
pdf
Price
54.99 £
The present book develops the mathematical and numerical analysis of linear, elliptic and parabolic partial differential equations (PDEs) with coefficients whose logarithms are modelled as Gaussian random fields (GRFs), in polygonal and polyhedral physical domains. Both, forward and Bayesian inverse PDE problems subject to GRF priors are considered.

Adopting a pathwise, affine-parametric representa...
Read more
Follow the Author

Options

  • Formats: pdf
  • ISBN: 9783031383847
  • Publication Date: 13 Oct 2023
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM