Articles | Volume 28, issue 1
https://doi.org/10.5194/npg-28-23-2021
https://doi.org/10.5194/npg-28-23-2021
Research article
 | 
15 Jan 2021
Research article |  | 15 Jan 2021

Fast hybrid tempered ensemble transform filter formulation for Bayesian elliptical problems via Sinkhorn approximation

Sangeetika Ruchi, Svetlana Dubinkina, and Jana de Wiljes

Viewed

Total article views: 1,843 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
1,310 473 60 1,843 57 53
  • HTML: 1,310
  • PDF: 473
  • XML: 60
  • Total: 1,843
  • BibTeX: 57
  • EndNote: 53
Views and downloads (calculated since 22 Jun 2020)
Cumulative views and downloads (calculated since 22 Jun 2020)

Viewed (geographical distribution)

Total article views: 1,843 (including HTML, PDF, and XML) Thereof 1,755 with geography defined and 88 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Latest update: 22 May 2024
Download
Short summary
To infer information of an unknown quantity that helps to understand an associated system better and to predict future outcomes, observations and a physical model that connects the data points to the unknown parameter are typically used as information sources. Yet this problem is often very challenging due to the fact that the unknown is generally high dimensional, the data are sparse and the model can be non-linear. We propose a novel approach to address these challenges.