7 citations · 14 across the 7 of their papers we have counts for
7 papers
Multi-fidelity Monte Carlo estimation of floor response spectra under combined seismic and structural parameter uncertainties
Nils Baillie, Baptiste Kerleguer, Cyril Feau +2
Floor response spectra (FRS) are essential tools for the design of non-structural elements (such as equipment or components). Given the various physical phenomena influencing FRS,…
Multi-fidelity Gaussian process regression for noisy outputs and non-nested experimental designs: a comparison between the recursive and non-recursive formulations
Nils Baillie, Baptiste Kerleguer, Cyril Feau +1
This paper investigates a recursive formulation of auto-regressive multi-fidelity Gaussian process regression in the challenging setting of noisy and non-nested high- and low-fidel…
Robust a posteriori estimation of probit-lognormal seismic fragility curves via sequential design of experiments and constrained reference prior
Antoine Van Biesbroeck, Clément Gauchy, Cyril Feau +1
A seismic fragility curve expresses the probability of failure of a structure conditional to an intensity measure (IM) derived from seismic signals. When only limited data is avail…
Reference prior for Bayesian estimation of seismic fragility curves
Antoine Van Biesbroeck, Clement Gauchy, Cyril Feau +1
One of the key elements of probabilistic seismic risk assessment studies is the fragility curve, which represents the conditional probability of failure of a mechanical structure f…
Uncertainty quantification and global sensitivity analysis of seismic fragility curves using kriging
Clement Gauchy, Cyril Feau, Josselin Garnier
Seismic fragility curves have been introduced as key components of Seismic Probabilistic Risk Assessment studies. They express the probability of failure of mechanical structures c…
Importance sampling based active learning for parametric seismic fragility curve estimation
Clement Gauchy, Cyril Feau, Josselin Garnier
The key elements of seismic probabilistic risk assessment studies are the fragility curves which express the probabilities of failure of structures conditional to a seismic intensi…
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines
Rémi Sainct, Cyril Feau, Jean-Marc Martinez +1
Fragility curves which express the failure probability of a structure, or critical components, as function of a loading intensity measure are nowadays widely used (i) in Seismic Pr…