Antoine Van Biesbroeck

Publications

Article dans une revue (5)

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,Josselin Garnier Nuclear Engineering and Design, 2026, 448, pp.114695. ⟨10.1016/j.nucengdes.2025.114695⟩ Article dans une revue hal-05419808v1
Design of experiments based on a low fidelity model for seismic fragility curves estimation Antoine Van Biesbroeck,Clément Gauchy,Cyril Feau,Josselin Garnier ESAIM: Proceedings and Surveys, 2025, 79, pp.96-109. ⟨10.1051/proc/202579096⟩ Article dans une revue hal-04719458v2
Variational inference for approximate objective priors using neural networks Nils Baillie,Antoine Van Biesbroeck,Clément Gauchy Computo, 2025, ⟨10.57750/76fh-t442⟩ Article dans une revue hal-05396180v1
Reference prior for Bayesian estimation of seismic fragility curves Antoine Van Biesbroeck,Clément Gauchy,Cyril Feau,Josselin Garnier Probabilistic Engineering Mechanics, 2024, 76, pp.103622. ⟨10.1016/j.probengmech.2024.103622⟩ Article dans une revue hal-04548979v1
CAD model Segmentation via Deep Learning Antoine Van Biesbroeck,Feifei Shang,David Bassir International Journal of Computational Methods, 2020, ⟨10.1142/S0219876220410054⟩ Article dans une revue halshs-02527141v1

Communication dans un congrès (4)

Design of experiments for efficient and conform Bayesian learning of seismic fragility curves Antoine Van Biesbroeck,Cyril Feau,Josselin Garnier SMiRT28 - 28th International Conference on Structural Mechanics In Reactor Technology 2025, Aug 2025, Toronto, Canada Communication dans un congrès cea-05293227v1
Prior de référence sous contraintes selon différentes mesures de dissimilarité Antoine van Biesbroeck,Clément Gauchy,Cyril Feau,Josselin Garnier JdS 2024, May 2024, Bordeaux, France. pp.189-196 Communication dans un congrès cea-04706840v1
Influence of the choice of the seismic intensity measure on fragility curves estimation in a bayesian framework based on reference prior Antoine Van Biesbroeck,Clément Gauchy,Cyril Feau,Josselin Garnier 5th International Conference on Uncertainty Quantification in Computational Sciences and Engineering, Jun 2023, Athens, Greece. pp.94-111, ⟨10.7712/120223.10327.19899⟩ Communication dans un congrès hal-04265785v1
Connections between reference prior theory and global sensitivity analysis, an illustration with $f$-divergences Antoine Van Biesbroeck,Clément Gauchy,Josselin Garnier,Cyril Feau JdS 2023 - 54èmes Journées de Statistique de la SFDS, Jul 2023, Bruxelles, Belgium Communication dans un congrès hal-04171446v1

Thèse (1)

Extended reference prior theory for objective and practical inference, application to robust and auditable seismic fragility curve estimation Antoine van Biesbroeck Statistics [math.ST]. Institut Polytechnique de Paris, 2025. English. ⟨NNT : 2025IPPAX074⟩ Thèse tel-05354194v1