| |
Author |
Title |
Year |
Publication |
Volume |
Pages |
Links |
|
|
Caron, S.; Moskvitina, P.; Ruiz de Austri, R.; Shalugin, E. |
Hits to Higgs: hit-level Higgs classification from raw LHC detector data using Higgsformer |
2026 |
European Physical Journal C |
86 |
848 - 10pp |
|
|
|
Nicolaas, R.; Caron, S.; Stoppa, F.; Bhattacharyya, S.; Ruiz de Austri, R.; Groot, P.J.; Levan, A.J. |
BGRem: A background noise remover for astronomical images based on a diffusion model |
2026 |
Astronomy & Astrophysics |
710 |
A131 - 14pp |
|
|
|
Builtjes, L.; Caron, S.; Moskvitina, P.; Nellist, C.; Ruiz de Austri, R.; Verheyen, R.; Zhang, Z.Y. |
Attention to the strengths of physical interactions: Transformer and graph-based event classification for particle physics experiments |
2025 |
Scipost Physics |
19 |
028 - 33pp |
|
|
|
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 |
|
|
|
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 |
|
|
|
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.; 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 |
|
|
|
Caron, S.; Eckner, C.; Hendriks, L.; Johannesson, G.; Ruiz de Austri, R.; Zaharijas, G. |
Mind the gap: the discrepancy between simulation and reality drives interpretations of the Galactic Center Excess |
2023 |
Journal of Cosmology and Astroparticle Physics |
06 |
013 - 56pp |
|
|
|
Caron, S.; Ruiz de Austri, R.; Zhang, Z.Y. |
Mixture-of-Theories training: can we find new physics and anomalies better by mixing physical theories? |
2023 |
Journal of High Energy Physics |
03 |
004 - 37pp |
|
