|
Author |
Title |
Year |
Publication |
Volume |
Pages |
Links |
|
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 |
|
|
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 |
|
|
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 |
|
|
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 |
|
|
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.; 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 |
|
|
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 |
|
|
Caron, S.; Ruiz de Austri, R.; Zhang, Z.Y. |
Mixture-of-Theories training: can we find new physics and anomalies better by mixing physical theories? |
2023 |
Journal of High Energy Physics |
03 |
004 - 37pp |
|
|
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 |
|