Geoffrey Daniel
10
Documents
Publications
Application of adversarial learning for identification of radionuclides in gamma-ray spectraNuclear Inst. and Methods in Physics Research, A, 2022, 1033, 166670 (7 p.). ⟨10.1016/j.nima.2022.166670⟩
Article dans une revue
insu-03745328v1
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Extended sources reconstructions by means of coded mask aperture systems and deep learning algorithmNuclear Inst. and Methods in Physics Research, A, 2021, 1012, ⟨10.1016/j.nima.2021.165600⟩
Article dans une revue
insu-03745696v1
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Second generation of portable gamma camera based on Caliste CdTe hybrid technologyNuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2018, 912, pp.338-342. ⟨10.1016/j.nima.2017.12.027⟩
Article dans une revue
cea-01765076v1
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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-04219291v1
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Packed-Ensembles for Efficient Uncertainty Estimation11th International Conference on Learning Representations, May 2023, Kigali, Rwanda
Communication dans un congrès
hal-04042523v1
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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-04417227v1
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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-04417230v1
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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-03628810v1
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Deep Learning reconstruction with uncertainty estimation for $\gamma$ photon interaction in fast scintillator detectors2023
Pré-publication, Document de travail
hal-04260747v1
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