2 papers
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…
stat.ME2015
Hierarchical adaptive polynomial chaos expansions
Chu V. Mai, Bruno Sudret
Polynomial chaos expansions (PCE) are widely used in the framework of uncertainty quantification. However, when dealing with high dimensional complex problems, challenging issues n…