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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 details   doi
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 details   doi
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 details   doi
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 details   doi
Trotta, R.; Johannesson, G.; Moskalenko, I.V.; Porter, T.A.; Ruiz de Austri, R.; Strong, A.W. Constraints on Cosmic-Ray Propagation Models from a Global Bayesian Analysis 2011 Astrophysical Journal 729 106 - 16pp details   doi
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 details   doi
Ferrer-Sanchez, A.; Martin-Guerrero, J.; Ruiz de Austri, R.; Torres-Forne, A.; Font, J.A. Gradient-annihilated PINNs for solving Riemann problems: Application to relativistic hydrodynamics 2024 Computer Methods in Applied Mechanics and Engineering 424 116906 - 18pp details   doi
Allanach, B.C.; Bednyakov, A.; Ruiz de Austri, R. Higher order corrections and unification in the minimal supersymmetric standard model: SOFTSUSY3.5 2015 Computer Physics Communications 189 192-206 details   doi
Allanach, B.C.; Martin, S.P.; Robertson, D.G.; Ruiz de Austri, R. The inclusion of two-loop SUSYQCD corrections to gluino and squark pole masses in the minimal and next-to-minimal supersymmetric standard model: SOFTSUSY3.7 2017 Computer Physics Communications 219 339-345 details   doi
Kim, J.S.; Rolbiecki, K.; Ruiz de Austri, R. Model-independent combination of diphoton constraints at 750 GeV 2016 European Physical Journal C 76 251 - 8pp details   doi
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