Thomas Vuillaume
96%
Libre accès
139
Documents
Affiliations actuelles
- Laboratoire d'Annecy de Physique des Particules (LAPP)
- Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])
Identifiants chercheurs
Présentation
Hi. I am Thomas Vuillaume, a data scientist and research software engineer working at LAPP, CNRS. I specialise in data analysis, IA and machine learning and (open) research software development. https://vuillaut.github.io/
Publications
Publications
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The new architecture design of the Science Alert Generation pipeline of the Cherenkov Telescope Array Observatory39th International Cosmic Ray Conference, Jul 2025, Geneva, Switzerland. pp.597, ⟨10.22323/1.501.0597⟩
Communication dans un congrès
hal-05294096
v1
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SAG-SCI: the Real-time, High-level Analysis Software for Array Control and Data Acquisition of the Cherenkov Telescope Array Observatory39th International Cosmic Ray Conference, Jul 2025, Geneva, Switzerland. pp.794, ⟨10.22323/1.501.0794⟩
Communication dans un congrès
hal-05304332
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Advanced stereoscopy applied to CTAO39th International Cosmic Ray Conference, Jul 2025, Geneva, Switzerland. pp.549, ⟨10.22323/1.501.0549⟩
Communication dans un congrès
hal-05304323
v1
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To clean or not to clean? Influence of pixel removal on event reconstruction using deep learning in CTAO34th annual conference on Astronomical Data Analysis Software and Systems, Nov 2024, Valletta, Malta
Communication dans un congrès
hal-04958803
v1
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The first release of the Cherenkov Telescope Array Observatory array control and data acquisition softwareSPIE Astronomical Telescopes + Instrumentation 2024, Jul 2024, Montréal, Canada. pp.131011D, ⟨10.1117/12.3017568⟩
Communication dans un congrès
hal-04669465
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Methodology for the integration of the array control and data acquisition system with array elements of the Cherenkov Telescope Array ObservatorySPIE Astronomical Telescopes + Instrumentation 2024, Jul 2022, Montréal, Canada. pp.131010H, ⟨10.1117/12.3017493⟩
Communication dans un congrès
hal-04669463
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The science alert generation system of the Cherenkov Telescope Array ObservatorySPIE Astronomical Telescopes + Instrumentation 2024, Jun 2024, Yokohama, Japan. pp.1310129, ⟨10.1117/12.3017825⟩
Communication dans un congrès
hal-04669755
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The Real Time Analysis framework of the Cherenkov Telescope Array's Large-Sized Telescope38th International Cosmic Ray Conference, Jul 2023, Nagoya, Japan. pp.616, ⟨10.22323/1.444.0616⟩
Communication dans un congrès
hal-04235020
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Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope20th International Conference on Content-based Multimedia Indexing (CBMI 2023), Sep 2023, Orleans, France. pp.133-139, ⟨10.1145/3617233.3617279⟩
Communication dans un congrès
hal-04190277
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Performance of the Large-Sized Telescope prototype of the Cherenkov Telescope Array38th International Cosmic Ray Conference, Jul 2023, Nagoya, Japan. pp.594, ⟨10.22323/1.444.0594⟩
Communication dans un congrès
hal-04515486
v1
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The lstMCpipe library32th Astronomical Data Analysis Software and Systems, Oct 2022, Online, Canada
Communication dans un congrès
hal-03903594
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Single Imaging Atmospheric Cherenkov Telescope Full-Event Reconstruction with a Deep Multi-Task Learning Architecture30th Astronomical Data Analysis Software and Systems, Nov 2020, Granada, Spain. pp.203
Communication dans un congrès
hal-03830391
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lstchain: An Analysis Pipeline for LST-1, the First Prototype Large-Sized Telescope of CTA30th Astronomical Data Analysis Software and Systems, Nov 2020, Granada, Spain. pp.357
Communication dans un congrès
hal-03830397
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Analysis of the Cherenkov Telescope Array first Large-Sized Telescope real data using convolutional neural networks37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany. pp.703, ⟨10.22323/1.395.0703⟩
Communication dans un congrès
hal-03324037
v1
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Camera Calibration of the CTA-LST prototype37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany. pp.720, ⟨10.22323/1.395.0720⟩
Communication dans un congrès
hal-03324065
v1
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First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep LearningInternational Conference on Content-Based Multimedia Indexing (CBMI), Jun 2021, Lille, France. 6 p., ⟨10.1109/CBMI50038.2021.9461918⟩
Communication dans un congrès
hal-03241475
v2
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Monte Carlo Studies of Combined MAGIC and LST1 Observations36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.659, ⟨10.22323/1.358.0659⟩
Communication dans un congrès
hal-02277895
v1
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The Cherenkov Telescope Array Performance in Divergent Mode36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.664, ⟨10.22323/1.358.0664⟩
Communication dans un congrès
hal-02277875
v1
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Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis16th International Conference on ComputerVision Theory and Applications (VISAPP 2021), Feb 2021, online, France
Communication dans un congrès
hal-03043188
v1
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Studying deep convolutional neural networks with hexagonal lattices for imaging atmospheric Cherenkov telescope event reconstruction36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.753, ⟨10.22323/1.358.0753⟩
Communication dans un congrès
hal-02440010
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Deep-learning-driven event reconstruction applied to simulated data from a single Large-Sized Telescope of CTA37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany. pp.771, ⟨10.22323/1.395.0771⟩
Communication dans un congrès
hal-03373320
v1
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The Science Alert Generation system of the Cherenkov Telescope Array Observatory37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany. pp.937, ⟨10.22323/1.395.0937⟩
Communication dans un congrès
hal-03323082
v1
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First follow-up of transient events with the CTA Large Size Telescope prototype37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany. pp.838, ⟨10.22323/1.395.0838⟩
Communication dans un congrès
hal-03324272
v1
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Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter InitializationICPR'2020 Workshop Explainable Deep Learning-AI, Jan 2021, Milan (on line), Italy
Communication dans un congrès
hal-03043058
v1
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Physics Performance of the Large-Sized Telescope prototype of the Cherenkov Telescope Array37th International Cosmic Ray Conference, Jul 2021, Berlin, Germany
Communication dans un congrès
hal-03356459
v1
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Single Imaging Atmospheric Cherenkov Telescope Full-Event Reconstruction with a Deep Multi-Task Learning ArchitectureAstronomical Data Analysis Software and Systems ADASS XXX, Nov 2020, Granada, Spain
Communication dans un congrès
hal-03043005
v1
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Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural NetworksVISAPP, 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic
Communication dans un congrès
hal-02087157
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Application of High Performance Computing and Vectorisation Solutions to Data Analysis for Imaging Atmospheric Cherenkov Telescopes26th Annual Astronomical Data Analysis Software and Systems Conference, Oct 2016, Trieste, Italy. pp.632
Communication dans un congrès
hal-02491995
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GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data23rd International Conference on Computing in High Energy and Nuclear Physics, Jul 2018, Sofia, Bulgaria. pp.06020, ⟨10.1051/epjconf/201921406020⟩
Communication dans un congrès
hal-02403733
v1
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GammaLearn: a Deep Learning framework for IACT data36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.705
Communication dans un congrès
hal-02197399
v1
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Gammapy - A prototype for the CTA science toolsICRC 2017 - 35th International Cosmic Ray Conference, Jul 2017, Busan, South Korea. pp.766, ⟨10.22323/1.301.0766⟩
Communication dans un congrès
hal-01891750
v1
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High Performance Computing algorithms for Atmospheric Cherenkov Telescopes35th International Cosmic Ray Conference, Jul 2017, Busan, South Korea. pp.771, ⟨10.22323/1.301.0771⟩
Communication dans un congrès
hal-01890981
v1
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A inhomogenous jet model for the broad band emission of radio loud AGNs35th International Cosmic Ray Conference, Jul 2017, Busan, South Korea. pp.864, ⟨10.22323/1.301.0864⟩
Communication dans un congrès
hal-01890893
v1
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$ps^2chitt!$ – A Python package for the modelling of atmoSpheric Showers and CHerenkov Imaging Terrestrial Telescopes35th International Cosmic Ray Conference, Jul 2017, Busan, South Korea. pp.772, ⟨10.22323/1.301.0772⟩
Communication dans un congrès
hal-01903439
v1
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GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018), Jul 2018, Sofia, Bulgaria
Communication dans un congrès
hal-02197396
v1
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High Performance Computing algorithms for Atmospheric Cherenkov TelescopesThe 35th International Cosmic Ray Conference, the Astroparticle Physics Conference, Jul 2017, Bexco Busan, South Korea
Communication dans un congrès
hal-01745128
v1
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The Real Time Analysis framework of the Cherenkov Telescope Array's Large-Sized TelescopeICRC 2023, Jul 2023, Nagoya, Japan
Poster de conférence
hal-04904196
v1
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Science with the Cherenkov Telescope ArrayWORLD SCIENTIFIC, 2019, 9789813270091. ⟨10.1142/10986⟩
Ouvrages
hal-02365151
v1
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Stereograph: Stereoscopic event reconstruction using graph neural networks applied to CTAO2025
Pré-publication, Document de travail
hal-04958802
v1
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Deep Learning and IACT: Bridging the gap between Monte-Carlo simulations and LST-1 data using domain adaptation2024
Pré-publication, Document de travail
hal-04529341
v1
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The eOSSR library2022
Pré-publication, Document de travail
hal-03876630
v2
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H.E.S.S. first public test data release2018
Pré-publication, Document de travail
hal-01944813
v1
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Modeling the emission of active galactic nuclei at Fermi's eraHigh Energy Astrophysical Phenomena [astro-ph.HE]. Université Grenoble Alpes, 2015. English. ⟨NNT : ⟩
Thèse
tel-01254723
v2
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Modélisation de l'émission des noyaux actifs de galaxie à l'ère FermiAstrophysique [astro-ph]. Université Grenoble Alpes, 2015. Français. ⟨NNT : 2015GREAY089⟩
Thèse
tel-01686284
v1
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lstmcpipeLogiciel hal-04903552 v1 |
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Gammapy Release V0.19Logiciel hal-03663345 v1 |
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A Python Package for Gamma-ray AstronomyLogiciel hal-03713410 v1 |
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Gammapy V1.0Logiciel hal-03885031 v1 |
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