27 citations · 33 across the 4 of their papers we have counts for
4 papers
Bayesian calibration with summary statistics for the prediction of xenon diffusion in UO2 nuclear fuel
Pieterjan Robbe, David Andersson, Luc Bonnet +5
The evolution and release of fission gas impacts the performance of UO2 nuclear fuel. We have created a Bayesian framework to calibrate a novel model for fission gas transport that…
Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics
Jean-Luc Akian, Luc Bonnet, Houman Owhadi +1
This paper introduces algorithms to select/design kernels in Gaussian process regression/kriging surrogate modeling techniques. We adopt the setting of kernel method solutions in a…
Coherent interferometric imaging in a random flow
Etienne Gay, Luc Bonnet, Christophe Peyret +2
This paper is concerned with the development of imaging methods to localize sources or reflectors in inhomogeneous moving media with acoustic waves that have travelled through them…
Adaptive reconstruction of imperfectly-observed monotone functions, with applications to uncertainty quantification
L. Bonnet, J. -L. Akian, É. Savin +1
Motivated by the desire to numerically calculate rigorous upper and lower bounds on deviation probabilities over large classes of probability distributions, we present an adaptive…