3 citations · 3 across the 1 of their papers we have counts for
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stat.ME2017
Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure
Rémi Stroh, Julien Bect, Séverine Demeyer +2
A multi-fidelity simulator is a numerical model, in which one of the inputs controls a trade-off between the realism and the computational cost of the simulation. Our goal is to es…
stat.ME2016
Gaussian process modeling for stochastic multi-fidelity simulators, with application to fire safety
Rémi Stroh, Julien Bect, Séverine Demeyer +2
To assess the possibility of evacuating a building in case of a fire, a standard method consists in simulating the propagation of fire, using finite difference methods and takes in…