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View article: Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction
Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction Open
This article deals with the sequential design of experiments for\n(deterministic or stochastic) multi-fidelity numerical simulators, that is,\nsimulators that offer control over the accuracy of simulation of the physical\nphenomenon or sys…
View article: Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction
Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction Open
This article deals with the sequential design of experiments for (deterministic or stochastic) multi-fidelity numerical simulators, that is, simulators that offer control over the accuracy of simulation of the physical phenomenon or system…
View article: Sequential design of multi-fidelity computer experiments: maximizing the rate of stepwise uncertainty reduction
Sequential design of multi-fidelity computer experiments: maximizing the rate of stepwise uncertainty reduction Open
This article deals with the sequential design of experiments for (deterministic or stochastic) multi-fidelity numerical simulators, that is, simulators that offer control over the accuracy of simulation of the physical phenomenon or system…
View article: Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure
Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure Open
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 estimate the probability of exceeding a given threshold on a …
View article: Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure
Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure Open
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 estimate the probability of exceeding a given threshold on a …
View article: Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator
Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator Open
In this article, we consider a stochastic numerical simulator to assess the impact of some factors on a phenomenon. The simulator is seen as a black box with inputs and outputs. The quality of a simulation, hereafter referred to as fidelit…
Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator Open
In this article, we consider a stochastic numerical simulator to assess the impact of some factors on a phenomenon. The simulator is seen as a black box with inputs and outputs. The quality of a simulation, hereafter referred to as fidelit…
Sequential design of experiment on a stochastic multi-fidelity simulator to estimate a probability of exceeding a threshold Open
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Gaussian process modeling for stochastic multi-fidelity simulators, with\n application to fire safety Open
To assess the possibility of evacuating a building in case of a fire, a\nstandard method consists in simulating the propagation of fire, using finite\ndifference methods and takes into account the random behavior of the fire, so\nthat the …
Gaussian process modeling for stochastic multi-fidelity simulators, with application to fire safety Open
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 into account the random behavior of the fire, so that the res…
Design and analysis of multi-level numerical experiments, with application to fire safety Open
To assess the conformity of a building in case of fire, fire engineers use numerical simulations. A popular software for fire simulations is Fire Dynamics Simulator (FDS). It is based on a finite difference method that takes into account t…