886 citations · 1.5k across the 17 of their papers we have counts for
4 papers · 1 filter
Non-intrusive and semi-intrusive uncertainty quantification of a multiscale in-stent restenosis model
Dongwei Ye, Anna Nikishova, Lourens Veen +2
Uncertainty estimations are presented of the response of a multiscale in-stent restenosis model, as obtained by both non-intrusive and semi-intrusive uncertainty quantification. Th…
Sensitivity analysis based dimension reduction of multiscale models
Anna Nikishova, Giovanni E. Comi, Alfons G. Hoekstra
In this paper, the sensitivity analysis of a single scale model is employed in order to reduce the input dimensionality of the related multiscale model, in this way, improving the…
Semi-intrusive uncertainty propagation for multiscale models
Anna Nikishova, Alfons G. Hoekstra
A family of semi-intrusive uncertainty propagation (UP) methods for multiscale models is introduced. The methods are semi-intrusive in the sense that inspection of the model is lim…
Non-parametric estimation of Fisher information from real data
Omri Har Shemesh, Rick Quax, Borja Miñano +2
The Fisher Information matrix is a widely used measure for applications ranging from statistical inference, information geometry, experiment design, to the study of criticality in…