2 papers
stat.AP2019
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…
stat.ME2016
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…