CV de Geoffrey Daniel

Geoffrey Daniel

17

Documents

Publications

Publications

	Assessing groundwater-surface water interactions in an anthropized alluvial aquifer by combining hydrochemical and isotopic data with a statistical approach H. Mahamat , A.L. Cognard-Plancq , E. Gibert , C. Lynde , N. Barthelemy et al. Applied Geochemistry, 2026, 207, pp.106956. ⟨10.1016/j.apgeochem.2026.106956⟩ Article dans une revue hal-05672652v1
	Gamma ray monitors for MultiMod’Air, a mobile environmental monitoring platform O. Limousin , C. Colin , G. Daniel , A. Deschamps , C. Fisher et al. EPJ Web of Conferences, 2025, 338, pp.09002. ⟨10.1051/epjconf/202533809002⟩ Article dans une revue hal-05625943v1
	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-04458433v1
	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-03745328v1
	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-04447456v1
	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-03745696v1
	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-01765076v1

	Détection et diagnostic d'anomalies sur des structures de génie civil par le couplage de techniques de Machine Learning et de simulation numérique Mamadou Sadialiou Diallo , Geoffrey Daniel , Gauthier Folzan , Ludovic Jason 17ème Colloque National en Calcul des Structures, CSMA, May 2026, Giens, France Communication dans un congrès hal-05631782v1
	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-05283483v1
	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-04219291v1
	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-04042523v1
	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-04417227v1
	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-04417230v1

	Multivariate Bayesian Last Layer for Regression: Uncertainty Quantification and Disentanglement Han Wang , Eiji Kawasaki , Guillaume Damblin , Geoffrey Daniel 2024 Pré-publication, Document de travail cea-04567052v1
	Deep Learning reconstruction with uncertainty estimation for $\gamma$ photon interaction in fast scintillator detectors Geoffrey Daniel , Mohamed Bahi Yahiaoui , Claude Comtat , Sebastien Jan , Olga Kochebina et al. 2023 Pré-publication, Document de travail hal-04260747v1

	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 gamma Geoffrey Daniel Autre [cond-mat.other]. Université Paris Cité, 2020. Français. ⟨NNT : 2020UNIP7057⟩ Thèse tel-03628810v1

	Infrastructures routières et critères de performance environnementale dans les marchés publics Vianney Behaghel , Geoffrey Daniel , Quentin Deslot , Benoît Farcette 2017 Notes de synthèse hal-01824828v1

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