The ESCAPE Open-source Software and Service Repository
Vuillaume, Thomas, Al-Turany, Mohammad, Füßling, Matthias, Gal, Tamas, Garcia, Enrique, Graf, Kay, Hughes, Gareth, Kettenis, Mark, Kresan, Dmytro, Schnabel, Jutta, Tacke, Christian, Verkouter, Marjolein
Published in Open research Europe (2023)
Published in Open research Europe (2023)
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Journal Article
GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data
Vuillaume, Thomas, Mikael, Jacquemont, Antiga, Luca, Benoit, Alexandre, Lambert, Patrick, Maurin, Gilles, Silvestri, Giorgia
Published in EPJ Web of Conferences (2019)
Published in EPJ Web of Conferences (2019)
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Journal Article
Conference Proceeding
A stratified jet model for AGN emission in the two-flow paradigm
Vuillaume, T., Henri, G., Petrucci, P.-O.
Published in Astronomy and astrophysics (Berlin) (01.12.2018)
Published in Astronomy and astrophysics (Berlin) (01.12.2018)
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Journal Article
Gammapy: A Python package for gamma-ray astronomy
Donath, Axel, Terrier, Régis, Remy, Quentin, Sinha, Atreyee, Nigro, Cosimo, Pintore, Fabio, Khélifi, Bruno, Olivera-Nieto, Laura, Ruiz, Jose Enrique, Brügge, Kai, Linhoff, Maximilian, Contreras, Jose Luis, Acero, Fabio, Aguasca-Cabot, Arnau, Berge, David, Bhattacharjee, Pooja, Buchner, Johannes, Boisson, Catherine, Carreto Fidalgo, David, Chen, Andrew, de Bony de Lavergne, Mathieu, de Miranda Cardoso, José Vinicius, Deil, Christoph, Füßling, Matthias, Funk, Stefan, Giunti, Luca, Hinton, Jim, Jouvin, Léa, King, Johannes, Lefaucheur, Julien, Lemoine-Goumard, Marianne, Lenain, Jean-Philippe, López-Coto, Rubén, Mohrmann, Lars, Morcuende, Daniel, Panny, Sebastian, Regeard, Maxime, Saha, Lab, Siejkowski, Hubert, Siemiginowska, Aneta, Sipőcz, Brigitta M., Unbehaun, Tim, van Eldik, Christopher, Vuillaume, Thomas, Zanin, Roberta
Published in Astronomy and astrophysics (Berlin) (01.10.2023)
Published in Astronomy and astrophysics (Berlin) (01.10.2023)
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Journal Article
The ESCAPE Open-source Software and Service Repository
Vuillaume, Thomas, Al-Turany, Mohammad, Füßling, Matthias, Gal, Tamas, Garcia, Enrique, Graf, Kay, Hughes, Gareth, Kettenis, Mark, Kresan, Dmytro, Schnabel, Jutta, Tacke, Christian, Verkouter, Marjolein
Published in Open research Europe (2023)
Published in Open research Europe (2023)
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Journal Article
Polynomial Data Compression for Large-Scale Physics Experiments
Aubert, Pierre, Vuillaume, Thomas, Maurin, Gilles, Jacquemier, Jean, Lamanna, Giovanni, Emad, Nahid
Published in Computing and software for big science (01.11.2018)
Published in Computing and software for big science (01.11.2018)
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Journal Article
Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization
Jacquemont, Mikaël, Vuillaume, Thomas, Benoit, Alexandre, Maurin, Gilles, Lambert, Patrick
Published in Pattern Recognition. ICPR International Workshops and Challenges (2021)
Published in Pattern Recognition. ICPR International Workshops and Challenges (2021)
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Book Chapter
Deep Learning and IACT: Bridging the gap between Monte-Carlo simulations and LST-1 data using domain adaptation
Dellaiera, Michael, Plard, Cyann, Vuillaume, Thomas, Benoit, Alexandre, Caroff, Sami
Year of Publication 20.03.2024
Year of Publication 20.03.2024
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Journal Article
Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope
Dell'aiera, Michaël, Jacquemont, Mikaël, Vuillaume, Thomas, Benoit, Alexandre
Published in arXiv.org (24.08.2023)
Published in arXiv.org (24.08.2023)
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Paper
Journal Article
The Real Time Analysis framework of the Cherenkov Telescope Array's Large-Sized Telescope
Caroff, Sami, Aubert, Pierre, Garcia, Enrique, Maurin, Gilles, Pollet, Vincent, Vuillaume, Thomas
Year of Publication 20.09.2023
Year of Publication 20.09.2023
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Journal Article
Performance of the Large-Sized Telescope prototype of the Cherenkov Telescope Array
Morcuende, Daniel, López-Coto, Rubén, Moralejo, Abelardo, Nozaki, Seiya, Vuillaume, Thomas
Published in arXiv.org (20.09.2023)
Published in arXiv.org (20.09.2023)
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Paper
Journal Article
First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning
Jacquemont, Mikael, Vuillaume, Thomas, Benoit, Alexandre, Maurin, Gilles, Lambert, Patrick, Lamanna, Giovanni
Published in 2021 International Conference on Content-Based Multimedia Indexing (CBMI) (28.06.2021)
Published in 2021 International Conference on Content-Based Multimedia Indexing (CBMI) (28.06.2021)
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Conference Proceeding
Deep-learning-driven event reconstruction applied to simulated data from a single Large-Sized Telescope of CTA
Grespan, Pietro, Jacquemont, Mikael, López-Coto, Rubèn, Miener, Tjark, Nieto-Castaño, Daniel, Vuillaume, Thomas
Year of Publication 29.09.2021
Year of Publication 29.09.2021
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Journal Article
First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning
Jacquemont, Mikaël, Vuillaume, Thomas, Benoit, Alexandre, Maurin, Gilles, Lambert, Patrick, Lamanna, Giovanni
Published in arXiv.org (31.05.2021)
Published in arXiv.org (31.05.2021)
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Paper
Journal Article
A stratified jet model for AGN emission in the two-flow paradigm
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Paper
Journal Article
Analysis of the Cherenkov Telescope Array first Large-Sized Telescope real data using convolutional neural networks
Vuillaume, Thomas, Jacquemont, Mikaël, de Lavergne, Mathieu de Bony, Sanchez, David A, Poireau, Vincent, Maurin, Gilles, Benoit, Alexandre, Lambert, Patrick, Lamanna, Giovanni, Project, CTA-LST
Year of Publication 09.08.2021
Year of Publication 09.08.2021
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Journal Article