Ultra-low latency quantum-inspired machine learning predictors implemented on FPGA

Autor: Borella, Lorenzo, Coppi, Alberto, Pazzini, Jacopo, Stanco, Andrea, Trenti, Marco, Triossi, Andrea, Zanetti, Marco

Tensor Networks (TNs) are a computational paradigm used for representing quantum many-body systems. Recent works have shown how TNs can also be applied to perform Machine Learning (ML) tasks, yielding comparable results to standard supervised learnin

Externí odkaz: http://arxiv.org/abs/2409.16075

Electron thermalization length in solid para-hydrogen at low-temperature

Autor: Borghesani, A. F., Carugno, G., Messineo, G., Pazzini, J.

We report the first ever measurements of the thermalization length of low-energy electrons injected into solid para-hydrogen at a temperature \(T\approx 2.8\,\)K. The use of the pulsed Townsend photoinjection technique has allowed us to investigate t

Externí odkaz: http://arxiv.org/abs/2307.15963

The Analytical Method algorithm for trigger primitives generation at the LHC Drift Tubes detector

Autor: Abbiendi, G., Maestre, J. Alcaraz, Fernández, A. Álvarez, González, B. Álvarez, Amapane, N., Bachiller, I., Barcellan, L., Baldanza, C., Battilana, C., Bellato, M., Bencze, G., Benettoni, M., Beni, N., Benvenuti, A., Bergnoli, A., Ramos, L. C. Blanco, Borgonovi, L., Bragagnolo, A., Cafaro, V., Calderon, A., Calvo, E., Carlin, R., Montoya, C. A. Carrillo, Cavallo, F. R., Ruiz, J. M. Cela, Cepeda, M., Cerrada, M., Checchia, P., Ciano, L., Colino, N., Corti, D., Cotto, G., Crupano, A., Calzada, S. Cuadrado, Cuevas, J., Cuffiani, M., Dallavalle, G. M., Dattola, D., De La Cruz, B., Rodríguez, C. I. de Lara, De Remigis, P., Cid, C. Erice, Eliseev, D., Fabbri, F., Fanfani, A., Fasanella, D., Bedoya, C. F., de Trocóniz, J. F., del Val, D. Fernández, Menéndez, J. Fernández, Ramos, J. P. Fernández, Folgueras, S., Fouz, M. C., Ferrero, D. Francia, Romero, J. García, Gasparini, F., Gasparini, U., Giordano, V., Gonella, F., Caballero, I. González, Fernández, J. R. González, López, O. González, López, S. Goy, Gozzelino, A., Griggio, A., Grosso, G., Guandalini, C., Guiducci, L., Gulmini, M., Hebbeker, T., Hoepfner, K., Isocrate, R., Josa, M. I., Kiani, B., Holgado, J. León, Meo, S. Lo, Lusiani, E., Lunerti, L., Marcellini, S., Margoni, M., Mariotti, C., Martín, I. Martín, Morales, J. J. Martínez, Maselli, S., Masetti, G., Meneguzzo, A. T., Merschmeyer, M., Migliorini, M., Modenese, L., Molnar, J., Montecassiano, F., Martínez, J. Mora, Moran, D., Mukherjee, S., Navarrete, J. J., Navarria, F., Tobar, A. Navarro, Nowotny, F., Cortezón, E. Palencia, Passaseo, M., Pazzini, J., Pelliccioni, M., Perrotta, A., Philipps, B., Gomez, J. Piedra, Primavera, F., Pelayo, J. Puerta, Sánchez, J. C. Puras, Álvarez, C. Ramón, Redondo, I., Ferrero, D. D. Redondo, Reithler, H., Reyes-Almanza, R., Bouza, V. Rodríguez, Ronchese, P., Rossi, A. M., Rossin, R., Rotondo, F., Rovelli, T., Cruz, S. Sánchez, Navas, S. Sánchez, Sastre, J., Sharma, A., Simonetto, F., Rodríguez, A. Soto, Staiano, A., Szillasi, Z., Teyssier, D. F., Toniolo, N., Torromeo, G., Trapote, A., Trevisani, N., Triossi, A., Trocino, D., Ujvari, B., Umoret, G., Gómez, L. Urda, Uwe, B., Ventura, S., Villalba, C. Vico, Wiedenbeck, S., Zanetti, M., Zantis, F. P., Zilizi, G., Zotto, P., Zucchetta, A.

The Compact Muon Solenoid (CMS) experiment prepares its Phase-2 upgrade for the high-luminosity era of the LHC operation (HL-LHC). Due to the increase of occupancy, trigger latency and rates, the full electronics of the CMS Drift Tube (DT) chambers w

Externí odkaz: http://arxiv.org/abs/2302.01666

Measuring the electric dipole moment of the electron using polar molecules in a parahydrogen matrix

Autor: Messineo, G., Antonini, P., Benettoni, M., Borghesani, A.F., Braggio, C., Calabrese, R., Carugno, G., Chiossi, F., Dainelli, A., Gasparini, U., Gonella, F., Guarise, M., Khanbekyan, A., Lombardi, A., Mariotti, E., Pazzini, J., Ruoso, G., Tomassetti, L., Zanetti, M.

Publikováno v: In Nuclear Inst. and Methods in Physics Research, A December 2024 1069

Muon detection in electron-positron annihilation for muon collider studies

Autor: Amapane, N., Antonelli, M., Anulli, F., Ballerini, G., Bandiera, L., Bartosik, N., Bauce, M., Bertolin, A., Biino, C., Garcia, O. R. Blanco, Boscolo, M., Brizzolari, C., Cappati, A., Casaburo, F., Casarsa, M., Cavoto, G., Cesarini, G., Collamati, F., Cotto, G., Curatolo, C., Di Nardo, R., Gonella, F., Hoh, S., Iafrati, M., Iacoangeli, F., Kiani, B., Voti, R. Li, Lucchesi, D., Mascagna, V., Paccagnella, A., Pastrone, N., Pazzini, J., Pelliccioni, M., Ponzio, B., Prest, M., Ricci, M., Rosati, S., Rossin, R., Rotondo, M., Planell, O. Sans, Sestini, L., Soldani, M., Triossi, A., Vallazza, E., Ventura, S., Zanetti, M.

The investigation of the energy frontier in physics requires novel concepts for future colliders. The idea of a muon collider is very appealing since it would allow to study particle collisions at up to tens of TeV energy, while offering a cleaner ex

Externí odkaz: http://arxiv.org/abs/2105.12624