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Author  |
Title |
Year |
Publication |
Volume |
Pages |
Links |
|
|
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 |
|
|
|
Ruiz de Austri, R.; Perez de los Heros, C. |
Impact of nucleon matrix element uncertainties on the interpretation of direct and indirect dark matter search results |
2013 |
Journal of Cosmology and Astroparticle Physics |
11 |
049 - 19pp |
|
|
|
Roszkowski, L.; Ruiz de Austri, R.; Trotta, R.; Tsai, Y.L.S.; Varley, T.A. |
Global fits of the nonuniversal Higgs model |
2011 |
Physical Review D |
83 |
015014 - 19pp |
|
|
|
Roszkowski, L.; Ruiz de Austri, R.; Trotta, R. |
Efficient reconstruction of constrained MSSM parameters from LHC data: A case study |
2010 |
Physical Review D |
82 |
055003 - 12pp |
|
|
|
Pato, M.; Baudis, L.; Bertone, G.; Ruiz de Austri, R.; Strigari, L.E.; Trotta, R. |
Complementarity of dark matter direct detection targets |
2011 |
Physical Review D |
83 |
083505 - 11pp |
|
|
|
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.; 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 |
|
|
|
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 |
|
