activity
20172025
most citedSequential design for surrogate modeling in Bayesian inverse problems

2 citations · 4 across the 5 of their papers we have counts for

collaborators

5 papers

physics.optics2025

Taking advantage of multiple scattering for Optical Reflection Tomography

Thomas Wasik, Victor Barolle, Alexandre Aubry +1

Optical Diffraction Tomography (ODT) is a powerful non-invasive imaging technique widely used in biological and medical applications. While significant progress has been made in tr…

stat.AP2025★ 2 cited

Robust a posteriori estimation of probit-lognormal seismic fragility curves via sequential design of experiments and constrained reference prior

Antoine Van Biesbroeck, Clément Gauchy, Cyril Feau +1

A seismic fragility curve expresses the probability of failure of a structure conditional to an intensity measure (IM) derived from seismic signals. When only limited data is avail…

stat.AP2024

Uncertainty quantification in neutron and gamma time correlation measurements

Paul Lartaud, Philippe Humbert, Josselin Garnier

Neutron noise analysis is a predominant technique for fissile matter identification with passive methods. Quantifying the uncertainties associated with the estimated nuclear parame…

stat.ME2024★ 2 cited

Sequential design for surrogate modeling in Bayesian inverse problems

Paul Lartaud, Philippe Humbert, Josselin Garnier

Sequential design is a highly active field of research in active learning which provides a general framework for designing computer experiments with limited computational budgets.…

stat.CO2017

Monte-Carlo acceleration: importance sampling and hybrid dynamic systems

H. Chraibi, A. Dutfoy, T. Galtier +1

The reliability of a complex industrial system can rarely be assessed analytically. As system failure is often a rare event, crude Monte-Carlo methods are prohibitively expensive f…