Author |
Title |
Year |
Publication |
Volume |
Pages |
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 |
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 |
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 |
Caron, S.; Eckner, C.; Hendriks, L.; Johannesson, G.; Ruiz de Austri, R.; Zaharijas, G. |
Mind the gap: the discrepancy between simulation and reality drives interpretations of the Galactic Center Excess |
2023 |
Journal of Cosmology and Astroparticle Physics |
06 |
013 - 56pp |
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 |