17 citations · 26 across the 4 of their papers we have counts for
6 papers
Seismic fragility curves for structures using non-parametric representations
C. Mai, K. Konakli, B. Sudret
Fragility curves are commonly used in civil engineering to assess the vulnerability of structures to earthquakes. The probability of failure associated with a prescribed criterion…
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…
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…
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…
Computing derivative-based global sensitivity measures using polynomial chaos expansions
Bruno Sudret, Chu Van Mai
In the field of computer experiments sensitivity analysis aims at quantifying the relative importance of each input parameter (or combinations thereof) of a computational model wit…
Assessment of the lognormality assumption of seismic fragility curves using non-parametric representations
Bruno Sudret, Chu Mai, Katerina Konakli
Fragility curves are commonly used in civil engineering to estimate the vulnerability of structures to earthquakes. The probability of failure associated with a failure criterion (…