Antoine Van Biesbroeck

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Publications

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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
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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

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-05464083v1
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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
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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
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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
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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
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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