| |
Author |
Title  |
Year |
Publication |
Volume |
Pages |
Links |
|
|
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 |
|
|
|
Feroz, F.; Cranmer, K.; Hobson, M.; Ruiz de Austri, R.; Trotta, R. |
Challenges of profile likelihood evaluation in multi-dimensional SUSY scans |
2011 |
Journal of High Energy Physics |
06 |
042 - 23pp |
|
|
|
Aarrestad, T. et al; Mamuzic, J.; Ruiz de Austri, R. |
Benchmark data and model independent event classification for the large hadron collider |
2022 |
Scipost Physics |
12 |
043 - 57pp |
|
|
|
Johannesson, G.; Ruiz de Austri, R.; Vincent, A.C.; Moskalenko, I.V.; Orlando, E.; Porter, T.A.; Strong, A.W.; Trotta, R.; Feroz, F.; Graff, P.; Hobson, M.P. |
Bayesian analysis of cosmic-ray propagation: evidence against homogeneous diffusion |
2016 |
Astrophysical Journal |
824 |
16 - 19pp |
|
|
|
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.; 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 |
|
|
|
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 |
|
|
|
Begone, G.; Deisenroth, M.P.; Kim, J.S.; Liem, S.; Ruiz de Austri, R.; Welling, M. |
Accelerating the BSM interpretation of LHC data with machine learning |
2019 |
Physics of the Dark Universe |
24 |
100293 - 5pp |
|
