| |
Author |
Title |
Year |
Publication |
Volume |
Pages |
Links  |
|
|
Caron, S.; Dobreva, N.; Ferrer Sanchez, A.; Martin-Guerrero, J.D.; Odyurt, U.; Ruiz de Austri, R.; Wolffs, Z.; Zhao, Y. |
Trackformers: in search of transformer-based particle tracking for the high-luminosity LHC era |
2025 |
European Physical Journal C |
85 |
460 - 20pp |
|
|
|
Caron, S.; Garcia Navarro, J.E.; Moreno Llacer, M.; Moskvitina, P.; Rovers, M.; Rubio Jimenez, A.; Ruiz de Austri, R.; Zhang, Z.Y. |
Universal anomaly detection at the LHC: transforming optimal classifiers and the DDD method |
2025 |
European Physical Journal C |
85 |
415 - 17pp |
|
|
|
Lopez-Fogliani, D.E.; Perez, A.D.; Ruiz de Austri, R. |
Insights into dark matter direct detection experiments: decision trees versus deep learning |
2025 |
Journal of Cosmology and Astroparticle Physics |
01 |
057 - 30pp |
|
|
|
MoEDAL Collaboration (Acharya, B. et al); Mitsou, V.A.; Musumeci, E.; Papavassiliou, J.; Ruiz de Austri, R.; Staelens, M.; Vento, V.; Vives, O. |
MoEDAL Search in the CMS Beam Pipe for Magnetic Monopoles Produced via the Schwinger Effect |
2024 |
Physical Review Letters |
133 |
071803 - 7pp |
|
|
|
Arina, C.; Di Mauro, M.; Fornengo, N.; Heisig, J.; Jueid, A.; Ruiz de Austri, R. |
CosmiXs: cosmic messenger spectra for indirect dark matter searches |
2024 |
Journal of Cosmology And Astroparticle Physics |
03 |
035 - 41pp |
|
|
|
MoEDAL Collaboration (Acharya, B. et al); Mitsou, V.A.; Musumeci, E.; Papavassiliou, J.; Ruiz de Austri, R.; Staelens, M.; Vento, V.; Vives, O. |
Search for Highly Ionizing Particles in pp Collisions during LHC Run 2 Using the Full MoEDAL Detector |
2025 |
Physical Review Letters |
134 |
071802 - 8pp |
|
|
|
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 |
|
|
|
Beenakker, W.; Caron, S.; Kip, J.; Ruiz de Austri, R.; Zhang, Z. |
New energy spectra in neutrino and photon detectors to reveal hidden dark matter signals |
2023 |
Journal of High Energy Physics |
11 |
028 - 13pp |
|
|
|
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 |
|
|
|
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 |
|
