Julien Bect

Subhasish Basak , Janushan Christy , Laurent Guillier , Frédérique Audiat-Perrin , Moez Sanaa , Fanny Tenenhaus-Aziza , Julien Bect , Emmanuel Vazquez

Communication at a conference 27/02/2024

Estimation of Small Quantile Sets Using a Sequential Bayesian Strategy

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Article in a journal 01/01/2024

Rational kernel-based interpolation for complex-valued frequency response functions

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect

Article in a journal 01/01/2024

Multipathogen quantitative risk assessment in raw milk soft cheese

Subhasish Basak , Laurent Guillier , Janushan Christy , Fanny Tenenhaus-Aziza , Julien Bect , Emmanuel Vazquez

Article in a journal 04/12/2023

Parameter selection in Gaussian process interpolation: An empirical study of selection criteria

Sebastien Petit , Paul Feliot , Julien Bect , Emmanuel Vazquez

Software 01/07/2023

STK: a Small (Matlab/Octave) Toolbox for Kriging

Julien Bect , Emmanuel Vazquez

Communication at a conference 13/06/2023

Minimizing the risk of foodborne illness and analytical costs using a QMRA model for raw milk cheeses

Subhasish Basak , Janushan Christy , Laurent Guillier , Frédérique Audiat-Perrin , Moez Sanaa , Fanny Tenenhaus-Aziza , Julien Bect , Emmanuel Vazquez

Conference poster 03/04/2023

Estimation of (small) reliable sets using a sequential Bayesian strategy

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Communication at a conference 03/04/2023

Bayesian multi-objective optimization for stochastic simulators

Subhasish Basak , Laurent Guillier , Fanny Tenenhaus-Aziza , Julien Bect , Emmanuel Vazquez

Conference poster 21/09/2022

Quantitative risk assessment and optimization of process intervention parameters for French raw milk soft cheese

Subhasish Basak , Laurent Guillier , Fanny Tenenhaus-Aziza , Janushan Christy , Julien Bect , Emmanuel Vazquez

19/07/2022

Bayesian multi-objective optimization for stochastic simulators: an extension of the Pareto Active Learning method

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

Communication at a conference 11/07/2022

Learning of Frequency Response Functions in Electrical Engineering

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect

Communication at a conference 13/06/2022

Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods

Subhasish Basak , Julien Bect , Emmanuel Vazquez

Conference poster 07/06/2022

Sequential Bayesian inversion of black-box functions in presence of uncertainties

Julien Bect , Emmanuel Vazquez

Communication at a conference 07/06/2022

Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization

Sebastien Petit , Julien Bect , Emmanuel Vazquez

Conference poster 07/06/2022

Bayesian multi-objective optimization for quantitative risk assessment in microbiology

Subhasish Basak , Laurent Guillier , Fanny Tenenhaus-Aziza , Janushan Christy , Julien Bect , Emmanuel Vazquez

Communication at a conference 12/04/2022

Reliability-based inversion: Stepwise uncertainty reduction strategies?

Julien Bect , Emmanuel Vazquez

Article in a journal 01/01/2022

Sequential design of multi-fidelity computer experiments: maximizing the rate of stepwise uncertainty reduction

Remi Stroh , Severine Demeyer , Nicolas Fischer , Damien Marquis , Julien Bect , Emmanuel Vazquez

Communication at a conference 20/09/2021

A Bayesian approach for the optimal integration of renewable energy sources in distribution networks over multi-year horizons

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

Communication at a conference 07/07/2021

Gaussian Process Regression for Complex-Valued Frequency Response Functions

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect

Communication at a conference 25/05/2021

Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients

Sebastien Petit , Sebastian da Veiga , Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication at a conference 11/03/2021

Extension of the Pareto Active Learning Method to Multi-Objective Optimization for Stochastic Simulators

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

Communication at a conference 01/03/2021

Extension of the Pareto Active Learning method to multi-objective optimization for stochastic simulators

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

Communication at a conference 11/01/2021

On the quantification of discretization uncertainty: comparison of two paradigms

Souleymane Zio , Guillaume Perrin , Claire Cannamela , Julien Bect , Emmanuel Vazquez