102 citations · 352 across the 27 of their papers we have counts for
3 papers · 1 filter
Parameter Estimation via Conditional Expectation --- A Bayesian Inversion
Hermann G. Matthies, Elmar Zander, Bojana Rosic +1
When a mathematical or computational model is used to analyse some system, it is usual that some parameters resp.\ functions or fields in the model are not known, and hence uncerta…
Inverse Problems in a Bayesian Setting
Hermann G. Matthies, Elmar Zander, Bojana V. Rosić +2
In a Bayesian setting, inverse problems and uncertainty quantification (UQ) --- the propagation of uncertainty through a computational (forward) model --- are strongly connected. I…
Partitioned treatment of uncertainty in coupled domain problems: A separated representation approach
Mohammad Hadigol, Alireza Doostan, Hermann G. Matthies +1
This work is concerned with the propagation of uncertainty across coupled domain problems with high-dimensional random inputs. A stochastic model reduction approach based on low-ra…