Author  |
Title |
Year |
Publication |
Volume |
Pages |
| Amerio, A.; Cuoco, A.; Fornengo, N. |
Extracting the gamma-ray source-count distribution below the Fermi-LAT detection limit with deep learning |
2023 |
Journal of Cosmology and Astroparticle Physics |
09 |
029 - 39pp |
| ATLAS Collaboration (Aad, G. et al); Aikot, A.; Amos, K.R.; Bouchhar, N.; Cabrera Urban, S.; Cantero, J.; Castillo Gimenez, V.; Chitishvili, M.; Costa, M.J.; Curcio, F.; Didenko, M.; Escobar, C.; Fiorini, L.; Fuster, J.; Garcia, C.; Garcia Navarro, J.E.; Gomez Delegido, A.J.; Gonzalez de la Hoz, S.; Hofer, J.; Lacasta, C.; Lanzac Berrocal, M.; Marti-Garcia, S.; Martinez Agullo, P.; Melini, D.; Mitsou, V.A.; Monsonis Romero, L.; Moreno Llacer, M.; Munoz Perez, D.; Navarro-Gonzalez, J.; Poveda, J.; Rubio Jimenez, A.; Ruiz-Martinez, A.; Saibel, A.; Salt, J.; Sanchez Sebastian, V.; Senthilkumar, V.; Soldevila, U.; Sanchez, J.; Torro Pastor, E.; Valero, A.; Valiente Moreno, E.; Valls Ferrer, J.A.; Varriale, L.; Villaplana Perez, M.; Vos, M.; Zakareishvili, T. |
Measurement of off-shell Higgs boson production in the H*→ZZ→4l decay channel using a neural simulation-based inference technique in 13 TeV pp collisions with the ATLAS detector |
2025 |
Reports on Progress in Physics |
88 |
057803 - 38pp |
| Babiano-Suarez, V.; Balibrea-Correa, J.; Ladarescu, I.; Lerendegui-Marco, J.; Domingo-Pardo, C. |
A computer-vision aided Compton-imaging system for radioactive waste characterization and decommissioning of nuclear power plants |
2025 |
Nuclear Instruments & Methods in Physics Research A |
1076 |
170449 - 14pp |
| Balibrea-Correa, J.; Lerendegui-Marco, J.; Babiano-Suarez, V.; Caballero, L.; Calvo, D.; Ladarescu, I.; Olleros-Rodriguez, P.; Domingo-Pardo, C. |
Machine Learning aided 3D-position reconstruction in large LaCl3 crystals |
2021 |
Nuclear Instruments & Methods in Physics Research A |
1001 |
165249 - 17pp |
| Blanes-Selva, V.; Ruiz-Garcia, V.; Tortajada, S.; Benedi, J.M.; Valdivieso, B.; Garcia-Gomez, J.M. |
Design of 1-year mortality forecast at hospital admission: A machine learning approach |
2021 |
Health Informatics Journal |
27 |
13pp |
| Bonilla, J. et al; Vos, M. |
Jets and Jet Substructure at Future Colliders |
2022 |
Frontiers in Physics |
10 |
897719 - 17pp |
| 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 |
| Dilator, J.M.; Jaworski, G.; Goasduff, A.; Gonzalez, V.; Gadea, A.; Palacz, M.; Valiente-Dobon, J.J.; Nyberg, J.; Casans, S.; Navarro-Anton, A.E.; Sanchis, E.; de Angelis, G.; Boujrad, A.; Coudert, S.; Dupasquier, T.; Ertürk, S.; Stezowski, O.; Wadsworth, R. |
Reconstruction of pile-up events using a one-dimensional convolutional autoencoder for the NEDA detector array |
2025 |
Nuclear Science and Techniques |
36 |
32 - 9pp |
| Dimitriou, A.; Figueroa, D.G.; Zaldivar, B. |
Fast likelihood-free reconstruction of gravitational wave backgrounds |
2024 |
Journal of Cosmology and Astroparticle Physics |
09 |
032 - 51pp |
| 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 |
