Geoffrey Daniel
14
Documents
Publications
Publications
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Boiling phenomena analysis using machine learningICMF 2025 - 12th International Conference on Multiphase flow, May 2025, Toulouse, France
Communication dans un congrès
cea-05283483
v1
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Estimation efficace des incertitudes avec Packed-EnsemblesORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Communication dans un congrès
hal-04219291
v1
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Packed-Ensembles for Efficient Uncertainty Estimation11th International Conference on Learning Representations, May 2023, Kigali, Rwanda
Communication dans un congrès
hal-04042523
v1
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Deep Learning for Compton image reconstruction with Caliste miniature imaging spectrometer: An innovative approach to enhance detection sensitivityANIMMA 2021 - The 7th International Conference on Advancements in Nuclear Instrumentation Measurement Methods and their Applications, Jun 2021, Prague, Czech Republic
Communication dans un congrès
cea-04417227
v1
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Extended sources reconstructions by means of Coded mask aperture systems and deep learning algorithmANIMMA 2021 - The 7th International Conference on Advancements in Nuclear Instrumentation Measurement Methods and their Applications, Jun 2021, Prague, Czech Republic
Communication dans un congrès
cea-04417230
v1
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Multivariate Bayesian Last Layer for Regression: Uncertainty Quantification and Disentanglement2024
Pré-publication, Document de travail
cea-04567052
v1
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Deep Learning reconstruction with uncertainty estimation for $\gamma$ photon interaction in fast scintillator detectors2023
Pré-publication, Document de travail
hal-04260747
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Développement et optimisation d’une caméra Compton miniature à masque codé : méthode d’analyse d’un environnement radiatif par spectro-identification et localisation 3D de sources gammaAutre [cond-mat.other]. Université Paris Cité, 2020. Français. ⟨NNT : 2020UNIP7057⟩
Thèse
tel-03628810
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