| |
Author |
Title  |
Year |
Publication |
Volume |
Pages |
Links |
|
|
Balazs, C. et al; Mamuzic, J.; Ruiz de Austri, R. |
A comparison of optimisation algorithms for high-dimensional particle and astrophysics applications |
2021 |
Journal of High Energy Physics |
05 |
108 - 46pp |
|
|
|
Bridges, M.; Cranmer, K.; Feroz, F.; Hobson, M.; Ruiz de Austri, R.; Trotta, R. |
A coverage study of the CMSSM based on ATLAS sensitivity using fast neural networks techniques |
2011 |
Journal of High Energy Physics |
03 |
012 - 23pp |
|
|
|
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 |
|
|
|
Kim, J.S.; Reuter, J.; Rolbiecki, K.; Ruiz de Austri, R. |
A resonance without resonance: Scrutinizing the diphoton excess at 750 GeV |
2016 |
Physics Letters B |
755 |
403-408 |
|
|
|
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 |
|
|
|
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 |
|
