32 citations · 40 across the 3 of their papers we have counts for
3 papers
stat.AP2019★ 32 cited
Bayesian calibration and sensitivity analysis of heat transfer models for fire insulation panels
P. -R. Wagner, R. Fahrni, M. Klippel +2
A common approach to assess the performance of fire insulation panels is the component additive method (CAM). The parameters of the CAM are based on the temperature-dependent therm…
physics.flu-dyn2017
Global sensitivity analysis of natural convection in porous enclosure: Effect of thermal dispersion, anisotropic permeability and heterogeneity
N. Fajraoui, M. Fahs, A. Younes +1
In this paper, global sensitivity analysis (GSA) and uncertainty quantification (UQ) have been applied to the problem of natural convection (NC) in a porous square cavity. This pro…
stat.ME2016★ 8 cited
Surrogate modelling for stochastic dynamical systems by combining NARX models and polynomial chaos expansions
C. V. Mai, M. D. Spiridonakos, E. N. Chatzi +1
The application of polynomial chaos expansions (PCEs) to the propagation of uncertainties in stochastic dynamical models is well-known to face challenging issues. The accuracy of P…