|
|
Deep Learning for Astrophysics, Understanding the Impact of Attention on Variability Induced by Parameter Initialization
Mikaël Jacquemont
,
Thomas Vuillaume
,
A Benoit
,
Gilles Maurin
,
Patrick Lambert
ICPR'2020 Workshop Explainable Deep Learning-AI, Jan 2021, Milan (on line), Italy
Communication dans un congrès
hal-03043058v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
A inhomogenous jet model for the broad band emission of radio loud AGNs
Thomas Vuillaume
,
Gilles Henry
,
Pierre-Olivier Petrucci
Communication dans un congrès
hal-01890893v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Analysis of the Cherenkov Telescope Array first Large-Sized Telescope real data using convolutional neural networks
Thomas Vuillaume
,
Mikaël Jacquemont
,
Mathieu de Bony de Lavergne
,
David A. Sanchez
,
Vincent Poireau
,
et al.
Communication dans un congrès
hal-03324037v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
lstchain: An Analysis Pipeline for LST-1, the First Prototype Large-Sized Telescope of CTA
Rubén López-Coto
,
Andrés Baquero
,
Maria Isabel Bernardos
,
Franca Cassol
,
Luca Foffano
,
et al.
30th Astronomical Data Analysis Software and Systems, Nov 2020, Granada, Spain. pp.357
Communication dans un congrès
hal-03830397v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Modélisation de l'émission des noyaux actifs de galaxie à l'ère Fermi
Thomas Vuillaume
Thèse
tel-01686284v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
A stratified jet model for AGN emission in the two-flow paradigm
Thomas Vuillaume
,
Gilles Henri
,
Pierre-Olivier Petrucci
Article dans une revue
hal-01897214v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Single Imaging Atmospheric Cherenkov Telescope Full-Event Reconstruction with a Deep Multi-Task Learning Architecture
Mikaël Jacquemont
,
Thomas Vuillaume
,
Alexandre Benoit
,
Gilles Maurin
,
Patrick Lambert
30th Astronomical Data Analysis Software and Systems, Nov 2020, Granada, Spain. pp.203
Communication dans un congrès
hal-03830391v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data Analysis
Mikaël Jacquemont
,
Thomas Vuillaume
,
A Benoit
,
Gilles Maurin
,
Patrick Lambert
VISAPP 2021, Feb 2021, online, France
Communication dans un congrès
hal-03043188v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
$ps^2chitt!$ – A Python package for the modelling of atmoSpheric Showers and CHerenkov Imaging Terrestrial Telescopes
Thomas Vuillaume
,
Florian Gaté
,
Gilles Maurin
,
Jean Jacquemier
,
Giovanni Lamanna
Communication dans un congrès
hal-01903439v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
GammaLearn: a Deep Learning framework for IACT data
Mikaël Jacquemont
,
Thomas Vuillaume
,
A Benoit
,
Gilles Maurin
,
Patrick Lambert
,
et al.
36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.705
Communication dans un congrès
hal-02197399v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Deep-learning-driven event reconstruction applied to simulated data from a single Large-Sized Telescope of CTA
Pietro Grespan
,
Mikael Jacquemont
,
Ruben Lopez-Coto
,
Tjark Miener
,
Daniel Nieto-Castaño
,
et al.
Communication dans un congrès
hal-03373320v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
High Performance Computing algorithms for Atmospheric Cherenkov Telescopes
Thomas Vuillaume
,
Pierre Aubert
,
Gilles Maurin
,
Jean Jacquemier
,
Giovanni Lamanna
,
et al.
The 35th International Cosmic Ray Conference, the Astroparticle Physics Conference, Jul 2017, Bexco Busan, South Korea
Communication dans un congrès
hal-01745128v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data
Thomas Vuillaume
,
Mikaël Jacquemont
,
Luca Antiga
,
A Benoit
,
Patrick Lambert
,
et al.
23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018), Jul 2018, Sofia, Bulgaria
Communication dans un congrès
hal-02197396v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Polynomial data compression for large-scale physics experiments
Pierre Aubert
,
Thomas Vuillaume
,
Gilles Maurin
,
Jean Jacquemier
,
Giovanni Lamanna
,
et al.
Article dans une revue
hal-01960337v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Single Imaging Atmospheric Cherenkov Telescope Full-Event Reconstruction with a Deep Multi-Task Learning Architecture
Mikaël Jacquemont
,
Thomas Vuillaume
,
Alexandre Benoît
,
Gilles Maurin
,
Patrick Lambert
Astronomical Data Analysis Software and Systems ADASS XXX, Nov 2020, Granada, Spain
Communication dans un congrès
hal-03043005v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
A stratified jet model for AGN emission in the two-flow paradigm
Thomas Vuillaume
,
Gilles Henri
,
Pierre-Olivier Petrucci
Article dans une revue
hal-03014179v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
The eOSSR library
Thomas Vuillaume
,
Enrique Garcia
,
Christian Tacke
,
Tamas Gal
2022
Pré-publication, Document de travail
hal-03876630v2
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural Networks
Mikaël Jacquemont
,
Luca Antiga
,
Thomas Vuillaume
,
Giorgia Silvestri
,
A Benoit
,
et al.
VISAPP, 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic
Communication dans un congrès
hal-02087157v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Modeling the emission of active galactic nuclei at Fermi's era
Thomas Vuillaume
High Energy Astrophysical Phenomena [astro-ph.HE]. Université Grenoble Alpes, 2015. English. ⟨NNT : ⟩
Thèse
tel-01254723v2
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
First Full-Event Reconstruction from Imaging Atmospheric Cherenkov Telescope Real Data with Deep Learning
Mikaël Jacquemont
,
Thomas Vuillaume
,
Alexandre Benoit
,
Gilles Maurin
,
Patrick Lambert
,
et al.
Communication dans un congrès
hal-03241475v2
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Gammapy Release V0.19
Axel Donath
,
Christoph Deil
,
Régis Terrier
,
Johannes King
,
Jose Enrique Ruiz
,
et al.
Logiciel
hal-03663345v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Gammapy Version 0.20.1
Axel Donath
,
Régis Terrier
,
Quentin Remy
,
Atreyee Sinha
,
Fabio Pintore
,
et al.
Logiciel
hal-03713410v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data
Thomas Vuillaume
,
Jacquemont Mikael
,
Luca Antiga
,
Alexandre Benoit
,
Patrick Lambert
,
et al.
Communication dans un congrès
hal-02403733v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
High Performance Computing algorithms for Atmospheric Cherenkov Telescopes
Thomas Vuillaume
,
Pierre Aubert
,
Gilles Maurin
,
Jean Jacquemier
,
Giovanni Lamanna
,
et al.
Communication dans un congrès
hal-01890981v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Gammapy - A prototype for the CTA science tools
Christoph Deil
,
Roberta Zanin
,
Julien Lefaucheur
,
Catherine Boisson
,
Bruno Khélifi
,
et al.
Communication dans un congrès
hal-01891750v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Gammapy V1.0
Fabio Acero
,
Arnau Aguasca Cabot
,
Johannes Buchner
,
David Carreto
,
Andrew F Cheng
,
et al.
Logiciel
hal-03885031v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|
|
|
Deep unsupervised domain adaptation applied to the Cherenkov Telescope Array Large-Sized Telescope
Michaël Dell'Aiera
,
Thomas Vuillaume
,
Mikaël Jacquemont
,
Alexandre Benoit
20th 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-04190277v1
|
Partager
Gmail
Facebook
X
LinkedIn
More
|