| Author |
Title |
Year |
Publication |
Volume |
Pages  |
| 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 |
| 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 |
| Strege, C.; Bertone, G.; Besjes, G.J.; Caron, S.; Ruiz de Austri, R.; Strubig, A.; Trotta, R. |
Profile likelihood maps of a 15-dimensional MSSM |
2014 |
Journal of High Energy Physics |
09 |
081 - 59pp |
| 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.; 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.; 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.; Casas, J.A.; Quilis, J.; Ruiz de Austri, R. |
Anomaly-free dark matter with harmless direct detection constraints |
2018 |
Journal of High Energy Physics |
12 |
126 - 24pp |
| van Beekveld, M.; Caron, S.; Ruiz de Austri, R. |
The current status of fine-tuning in supersymmetry |
2020 |
Journal of High Energy Physics |
01 |
147 - 41pp |
| van Beekveld, M.; Beenakker, W.; Caron, S.; Ruiz de Austri, R. |
The case for 100 GeV bino dark matter: a dedicated LHC tri-lepton search |
2016 |
Journal of High Energy Physics |
04 |
154 - 26pp |
| 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 |
