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Author |
Title |
Year |
Publication  |
Volume |
Pages |
Links |
|
|
Panes, B.; Eckner, C.; Hendriks, L.; Caron, S.; Dijkstra, K.; Johannesson, G.; Ruiz de Austri, R.; Zaharijas, G. |
Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge |
2021 |
Astronomy & Astrophysics |
656 |
A62 - 18pp |
|
|
|
Stoppa, F.; Vreeswijk, P.; Bloemen, S.; Bhattacharyya, S.; Caron, S.; Johannesson, G.; Ruiz de Austri, R.; van den Oetelaar, C.; Zaharijas, G.; Groot, P.J.; Cator, E.; Nelemans, G. |
AutoSourceID-Light Fast optical source localization via U-Net and Laplacian of Gaussian |
2022 |
Astronomy & Astrophysics |
662 |
A109 - 8pp |
|
|
|
Stoppa, F.; Ruiz de Austri, R.; Vreeswijk, P.; Bhattacharyya, S.; Caron, S.; Bloemen, S.; Zaharijas, G.; Principe, G.; Vodeb, V.; Groot, P.J.; Cator, E.; Nelemans, G. |
AutoSourceID-FeatureExtractor Optical image analysis using a two-step mean variance estimation network for feature estimation and uncertainty characterisation |
2023 |
Astronomy & Astrophysics |
680 |
A108 - 14pp |
|
|
|
Stoppa, F.; Bhattacharyya, S.; Ruiz de Austri, R.; Vreeswijk, P.; Caron, S.; Zaharijas, G.; Bloemen, S.; Principe, G.; Malyshev, D.; Vodeb, V.; Groot, P.J.; Cator, E.; Nelemans, G. |
AutoSourceID-Classifier Star-galaxy classification using a convolutional neural network with spatial information |
2023 |
Astronomy & Astrophysics |
680 |
A109 - 16pp |
|
|
|
Caron, S.; Kim, J.S.; Rolbiecki, K.; Ruiz de Austri, R.; Stienen, B. |
The BSM-AI project: SUSY-AI-generalizing LHC limits on supersymmetry with machine learning |
2017 |
European Physical Journal C |
77 |
257 - 25pp |
|
|
|
Otten, S.; Rolbiecki, K.; Caron, S.; Kim, J.S.; Ruiz de Austri, R.; Tattersall, J. |
DeepXS: fast approximation of MSSM electroweak cross sections at NLO |
2020 |
European Physical Journal C |
80 |
12 - 9pp |
|
|
|
Achterberg, A.; Amoroso, S.; Caron, S.; Hendriks, L.; Ruiz de Austri, R.; Weniger, C. |
A description of the Galactic Center excess in the Minimal Supersymmetric Standard Model |
2015 |
Journal of Cosmology and Astroparticle Physics |
08 |
006 - 27pp |
|
|
|
Bertone, G.; Calore, F.; Caron, S.; Ruiz de Austri, R.; Kim, J.S.; Trotta, R.; Weniger, C. |
Global analysis of the pMSSM in light of the Fermi GeV excess: prospects for the LHC Run-II and astroparticle experiments |
2016 |
Journal of Cosmology and Astroparticle Physics |
04 |
037 - 20pp |
|
|
|
Achterberg, A.; van Beekveld, M.; Caron, S.; Gomez-Vargas, G.A.; Hendriks, L.; Ruiz de Austri, R. |
Implications of the Fermi-LAT Pass 8 Galactic Center excess on supersymmetric dark matter |
2017 |
Journal of Cosmology and Astroparticle Physics |
12 |
040 - 23pp |
|
|
|
Caron, S.; Gomez-Vargas, G.A.; Hendriks, L.; Ruiz de Austri, R. |
Analyzing gamma rays of the Galactic Center with deep learning |
2018 |
Journal of Cosmology and Astroparticle Physics |
05 |
058 - 24pp |
|
