17 citations · 26 across the 4 of their papers we have counts for
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stat.CO2016★ 1 cited
Surrogate models for oscillatory systems using sparse polynomial chaos expansions and stochastic time warping
Chu V. Mai, Bruno Sudret
Polynomial chaos expansions (PCE) have proven efficiency in a number of fields for propagating parametric uncertainties through computational models of complex systems, namely stru…
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…