Geoffrey Daniel

14
Documents

Publications

Publications

Image document

Boiling phenomena analysis using machine learning

Elie Roumet , Ludovic Matar , Raksmy Nop , Geoffrey Daniel , Clément Gauchy et al.
ICMF 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-Ensembles

Olivier Laurent , Adrien Lafage , Enzo Tartaglione , Geoffrey Daniel , Jean-Marc Martinez et al.
ORASIS 2023, Laboratoire LIS, UMR 7020, May 2023, Carqueiranne, France
Communication dans un congrès hal-04219291 v1

Packed-Ensembles for Efficient Uncertainty Estimation

Olivier Laurent , Adrien Lafage , Enzo Tartaglione , Geoffrey Daniel , Jean-Marc Martinez et al.
11th 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 sensitivity

Geoffrey Daniel , Olivier Limousin , Yann Gutierrez
ANIMMA 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 algorithm

Geoffrey Daniel , Olivier Limousin
ANIMMA 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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Deep Learning reconstruction with uncertainty estimation for γ photon interaction in fast scintillator detectors

Geoffrey Daniel , Mohamed-Bahi Yahiaoui , Claude Comtat , Sebastien Jan , Olga Kochebina et al.
Engineering Applications of Artificial Intelligence, 2024, 131, pp.107876. ⟨10.1016/j.engappai.2024.107876⟩
Article dans une revue cea-04458433 v1
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Application of adversarial learning for identification of radionuclides in gamma-ray spectra

Zakariya Chaouai , Geoffrey Daniel , Jean-Marc Martinez , Olivier Limousin , Aurélien Benoit-Lévy
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2022, 1033, 166670 (7 p.). ⟨10.1016/j.nima.2022.166670⟩
Article dans une revue insu-03745328 v1
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Application of Deep Learning algorithm to Compton imaging of radioactive point sources with a single planar CdTe pixelated detector

Geoffrey Daniel , Olivier Limousin , Yann Gutierrez
Nuclear Engineering and Technology, 2022, 54 (5), pp.1747-1753. ⟨10.1016/j.net.2021.10.031⟩
Article dans une revue cea-04447456 v1
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Extended sources reconstructions by means of coded mask aperture systems and deep learning algorithm

G. Daniel , O. Limousin
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2021, 1012, ⟨10.1016/j.nima.2021.165600⟩
Article dans une revue insu-03745696 v1
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Second generation of portable gamma camera based on Caliste CdTe hybrid technology

Daniel Maier , Claire Blondel , Cyrille Delisle , Olivier Limousin , Jérôme Martignac et al.
Nuclear 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-01765076 v1