Julien Bect

Laboratoire

Laboratoire Signaux et Systèmes

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Publications (113)

Communication dans un congrès 01/01/2021

Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation

Subhasish Basak , Sébastien Petit , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2021

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Yann Richet , Julien Bect

Poster de conférence 17/09/2020

Gaussian process model selection for computer experiments

Sébastien Petit , Paul Feliot , Julien Bect , Emmanuel Vazquez

Poster de conférence 17/09/2020

Bayesian multi-objective optimization with noisy evaluations

Bruno Barracosa , Héloïse Dutrieux Baraffe , Juliette Morin , Josselin Fournel , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 03/12/2019

Bayesian multi-objective optimization with noisy evaluations using the Knowledge Gradient

Bruno Barracosa , Héloïse Baraffe , Juliette Morin , Gilles Malarange , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 17/09/2019

Stepwise Entropy Reduction : Review of Theoretical Results in the Finite/Deterministic case

Julien Bect

Poster de conférence 18/03/2019

Optimisation of multi-year planning strategies to better integrate renewable energies and new electricity uses in the distribution grid

Bruno Barracosa , Héloïse Baraffe , Gilles Malarange , Juliette Morin , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2019

A supermartingale approach to Gaussian process based sequential design of experiments

François Bachoc , David Ginsbourger , Julien Bect

Chapitre d'ouvrage 17/12/2018

Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure

R. Stroh , S. Demeyer , N. Fischer , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 13/09/2018

User preferences in Bayesian multi-objective optimization: the expected weighted hypervolume improvement criterion

Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 28/05/2018

Planification d’expériences numériques en multi-fidélité, appliquée à la sécurité en ingénierie incendie

Rémi Stroh , Séverine Demeyer , Nicolas Fischer , Damien Marquis , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 30/04/2018

Uncertainty functionals and the greedy reduction of uncertainty

François Bachoc , David Ginsbourger , Julien Bect

Communication dans un congrès 16/04/2018

Bayesian Subset Simulation Tutorial

Emmanuel Vazquez , Julien Bect

Communication dans un congrès 26/03/2018

An introduction to some EGO-like algorithms for constrained / multi-objective / noisy problems

Julien Bect

Communication dans un congrès 08/02/2018

On the use of SMC methods in the sequential design of computer experiments

Julien Bect

Poster de conférence 08/01/2018

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Yann Richet , Julien Bect

Article dans une revue 01/01/2018

A novel non-intrusive method using design of experiments and smooth approximation to speed up multi-period load-flows in distribution network planning

Héloïse Dutrieux Baraffe , Marjorie Cosson , Gauthier Delille , Bruno François , Julien Bect

Communication dans un congrès 13/11/2017

User preferences in Bayesian multi-objective optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Article dans une revue 08/08/2017

Bayesian subset simulation

Ling Li , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 16/07/2017

Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator

Rémi Stroh , Séverine Demeyer , Nicolas Fischer , Julien Bect , Emmanuel Vazquez

Cours 03/07/2017

Bayesian Optimization

Julien Bect , Emmanuel Vazquez

Article dans une revue 01/07/2017

Assessing fire safety using complex numerical models with a Bayesian multi-fidelity approach

Rémi Stroh , Séverine Demeyer , Nicolas Fischer , Damien Marquis , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 22/03/2017

Sequential design of experiment on a stochastic multi-fidelity simulator to estimate a probability of exceeding a threshold

Rémi Stroh , Séverine Demeyer , Nicolas Fischer , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 01/01/2017

Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure

Rémi Stroh , Séverine Demeyer , Nicolas Fischer , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2017

A Bayesian approach to constrained single- and multi-objective optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 01/01/2017

Design of a commercial aircraft environment control system using Bayesian optimization techniques

Paul Feliot , Yves Le Guennec , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 30/11/2016

Perturbed-Law based sensitivity Indices for sensitivity analysis in structural reliability

Roman Sueur , Nicolas Bousquet , Bertrand Iooss , Julien Bect

Article dans une revue 02/08/2016

Quantifying uncertainties on excursion sets under a Gaussian random field prior

Dario Azzimonti , Clément Chevalier , David Ginsbourger , Julien Bect

Communication dans un congrès 30/05/2016

Gaussian process modeling for stochastic multi-fidelity simulators, with application to fire safety

Rémi Stroh , Séverine Demeyer , Nicolas Fischer , Julien Bect , Emmanuel Vazquez

Autre publication scientifique 13/05/2016

Bayesian multi-objective optimization with constraints: Application to the design of a commercial aircraft environment control system

Paul Feliot , Julien Bect , Emmanuel Vazquez