394 citations · 2.7k across the 50 of their papers we have counts for
Showing 2015 · stat.COShow all
3 papers · 2 filters
stat.CO2015★ 38 cited
Spectral likelihood expansions for Bayesian inference
Joseph B. Nagel, Bruno Sudret
A spectral approach to Bayesian inference is presented. It pursues the emulation of the posterior probability density. The starting point is a series expansion of the likelihood fu…
stat.CO2015★ 3 cited
Polynomial-Chaos-based Kriging
R. Schoebi, B. Sudret, J. Wiart
Computer simulation has become the standard tool in many engineering fields for designing and optimizing systems, as well as for assessing their reliability. To cope with demanding…
stat.CO2015★ 97 cited
Using sparse polynomial chaos expansions for the global sensitivity analysis of groundwater lifetime expectancy in a multi-layered hydrogeological model
G. Deman, K. Konakli, B. Sudret +3
The study makes use of polynomial chaos expansions to compute Sobol' indices within the frame of a global sensitivity analysis of hydro-dispersive parameters in a simplified vertic…