| |
Author |
Title  |
Year |
Publication |
Volume |
Pages |
Links |
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
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 |
|
|
|
van Beekveld, M.; Caron, S.; Hendriks, L.; Jackson, P.; Leinweber, A.; Otten, S.; Patrick, R.; Ruiz de Austri, R.; Santoni, M.; White, M. |
Combining outlier analysis algorithms to identify new physics at the LHC |
2021 |
Journal of High Energy Physics |
09 |
024 - 33pp |
|
|
|
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 |
|
|
|
Amoroso, S.; Caron, S.; Jueid, A.; Ruiz de Austri, R.; Skands, P. |
Estimating QCD uncertainties in Monte Carlo event generators for gamma-ray dark matter searches |
2019 |
Journal of Cosmology and Astroparticle Physics |
05 |
007 - 44pp |
|
|
|
Otten, S.; Caron, S.; de Swart, W.; van Beekveld, M.; Hendriks, L.; van Leeuwen, C.; Podareanu, D.; Ruiz de Austri, R.; Verheyen, R. |
Event generation and statistical sampling for physics with deep generative models and a density information buffer |
2021 |
Nature Communications |
12 |
2985 - 16pp |
|
