Zobrazeno 1 - 10
of 2 898
pro vyhledávání: '"Vischia , Pietro"'
Autor:
Cruz, Sergio Sánchez, Kolosova, Marina, Petrucciani, Giovanni, Álvarez, Clara Ramón, Vischia, Pietro
We introduce the usage of equivariant neural networks in the search for violations of the charge-parity ($\textit{CP}$) symmetry in particle interactions at the CERN Large Hadron Collider. We design neural networks that take as inputs kinematic infor
Externí odkaz:
http://arxiv.org/abs/2405.13524
Autor:
Aehle, Max, Arsini, Lorenzo, Barreiro, R. Belén, Belias, Anastasios, Bury, Florian, Cebrian, Susana, Demin, Alexander, Dickinson, Jennet, Donini, Julien, Dorigo, Tommaso, Doro, Michele, Gauger, Nicolas R., Giammanco, Andrea, Gray, Lindsey, González, Borja S., Kain, Verena, Kieseler, Jan, Kusch, Lisa, Liwicki, Marcus, Maier, Gernot, Nardi, Federico, Ratnikov, Fedor, Roussel, Ryan, de Austri, Roberto Ruiz, Sandin, Fredrik, Schenk, Michael, Scarpa, Bruno, Silva, Pedro, Strong, Giles C., Vischia, Pietro
In this article we examine recent developments in the research area concerning the creation of end-to-end models for the complete optimization of measuring instruments. The models we consider rely on differentiable programming methods and on the spec
Externí odkaz:
http://arxiv.org/abs/2310.05673
Autor:
Strong, Giles C., Lagrange, Maxime, Orio, Aitor, Bordignon, Anna, Bury, Florian, Dorigo, Tommaso, Giammanco, Andrea, Heikal, Mariam, Kieseler, Jan, Lamparth, Max, del Árbol, Pablo Martínez Ruíz, Nardi, Federico, Vischia, Pietro, Zaraket, Haitham
We describe a software package, TomOpt, developed to optimise the geometrical layout and specifications of detectors designed for tomography by scattering of cosmic-ray muons. The software exploits differentiable programming for the modeling of muon
Externí odkaz:
http://arxiv.org/abs/2309.14027
Autor:
Dorigo, Tommaso, Giammanco, Andrea, Vischia, Pietro, Aehle, Max, Bawaj, Mateusz, Boldyrev, Alexey, Manzano, Pablo de Castro, Derkach, Denis, Donini, Julien, Edelen, Auralee, Fanzago, Federica, Gauger, Nicolas R., Glaser, Christian, Baydin, Atılım G., Heinrich, Lukas, Keidel, Ralf, Kieseler, Jan, Krause, Claudius, Lagrange, Maxime, Lamparth, Max, Layer, Lukas, Maier, Gernot, Nardi, Federico, Pettersen, Helge E. S., Ramos, Alberto, Ratnikov, Fedor, Röhrich, Dieter, de Austri, Roberto Ruiz, del Árbol, Pablo Martínez Ruiz, Savchenko, Oleg, Simpson, Nathan, Strong, Giles C., Taliercio, Angela, Tosi, Mia, Ustyuzhanin, Andrey, Zaraket, Haitham
The full optimization of the design and operation of instruments whose functioning relies on the interaction of radiation with matter is a super-human task, given the large dimensionality of the space of possible choices for geometry, detection techn
Externí odkaz:
http://arxiv.org/abs/2203.13818
Autor:
Vischia, Pietro
In this contribution, I have outlined recent precision measurements of the standard model (SM) multiboson production at CMS. A study of diboson production at 5 TeV constitutes an important probe of the SM at a new energy, and the data favour NNLO pre
Externí odkaz:
http://arxiv.org/abs/2203.08863
Autor:
Taliercio, Angela, Mastrapasqua, Paola, Caputo, Claudio, Vischia, Pietro, De Filippis, Nicola, Bhat, Pushpalatha
The Higgs boson trilinear and quartic self-couplings are directly related to the shape of the Higgs potential; measuring them with precision is extremely important, as they provide invaluable information on the electroweak symmetry breaking and the e
Externí odkaz:
http://arxiv.org/abs/2203.08042
Autor:
Deiana, Allison McCarn, Tran, Nhan, Agar, Joshua, Blott, Michaela, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Hauck, Scott, Liu, Mia, Neubauer, Mark S., Ngadiuba, Jennifer, Ogrenci-Memik, Seda, Pierini, Maurizio, Aarrestad, Thea, Bahr, Steffen, Becker, Jurgen, Berthold, Anne-Sophie, Bonventre, Richard J., Bravo, Tomas E. Muller, Diefenthaler, Markus, Dong, Zhen, Fritzsche, Nick, Gholami, Amir, Govorkova, Ekaterina, Hazelwood, Kyle J, Herwig, Christian, Khan, Babar, Kim, Sehoon, Klijnsma, Thomas, Liu, Yaling, Lo, Kin Ho, Nguyen, Tri, Pezzullo, Gianantonio, Rasoulinezhad, Seyedramin, Rivera, Ryan A., Scholberg, Kate, Selig, Justin, Sen, Sougata, Strukov, Dmitri, Tang, William, Thais, Savannah, Unger, Kai Lukas, Vilalta, Ricardo, Krosigk, Belinavon, Warburton, Thomas K., Flechas, Maria Acosta, Aportela, Anthony, Calvet, Thomas, Cristella, Leonardo, Diaz, Daniel, Doglioni, Caterina, Galati, Maria Domenica, Khoda, Elham E, Fahim, Farah, Giri, Davide, Hawks, Benjamin, Hoang, Duc, Holzman, Burt, Hsu, Shih-Chieh, Jindariani, Sergo, Johnson, Iris, Kansal, Raghav, Kastner, Ryan, Katsavounidis, Erik, Krupa, Jeffrey, Li, Pan, Madireddy, Sandeep, Marx, Ethan, McCormack, Patrick, Meza, Andres, Mitrevski, Jovan, Mohammed, Mohammed Attia, Mokhtar, Farouk, Moreno, Eric, Nagu, Srishti, Narayan, Rohin, Palladino, Noah, Que, Zhiqiang, Park, Sang Eon, Ramamoorthy, Subramanian, Rankin, Dylan, Rothman, Simon, Sharma, Ashish, Summers, Sioni, Vischia, Pietro, Vlimant, Jean-Roch, Weng, Olivia
Publikováno v:
Front. Big Data 5, 787421 (2022)
In this community review report, we discuss applications and techniques for fast machine learning (ML) in science -- the concept of integrating power ML methods into the real-time experimental data processing loop to accelerate scientific discovery.
Externí odkaz:
http://arxiv.org/abs/2110.13041
Autor:
Stakia, Anna, Dorigo, Tommaso, Banelli, Giovanni, Bortoletto, Daniela, Casa, Alessandro, de Castro, Pablo, Delaere, Christophe, Donini, Julien, Finos, Livio, Gallinaro, Michele, Giammanco, Andrea, Held, Alexander, Morales, Fabricio Jiménez, Kotkowski, Grzegorz, Liew, Seng Pei, Maltoni, Fabio, Menardi, Giovanna, Papavergou, Ioanna, Saggio, Alessia, Scarpa, Bruno, Strong, Giles C., Tosciri, Cecilia, Varela, João, Vischia, Pietro, Weiler, Andreas
Publikováno v:
Rev. Phys. 7 (2021) 100063
Between the years 2015 and 2019, members of the Horizon 2020-funded Innovative Training Network named "AMVA4NewPhysics" studied the customization and application of advanced multivariate analysis methods and statistical learning tools to high-energy
Externí odkaz:
http://arxiv.org/abs/2105.07530
Autor:
Vischia, Pietro
Matrix inversion problems are often encountered in experimental physics, and in particular in high-energy particle physics, under the name of unfolding. The true spectrum of a physical quantity is deformed by the presence of a detector, resulting in
Externí odkaz:
http://arxiv.org/abs/2009.02913
Autor:
Baglio, Julien, Ballestrero, Alessandro, Bellan, Riccardo, Bittrich, Carsten, Brass, Simon, Brivio, Ilaria, Franzosi, Diogo Buarque, Charlot, Claude, Covarelli, Roberto, Cuevas, Javier, Gallinaro, Michele, Gomez-Ambrosio, Raquel, Govoni, Pietro, Grossi, Michele, Karlberg, Alexander, Topaksu, Aysel Kayis, Kersevan, Borut, Kilian, Wolfgang, Kirchgaesser, Patrick, Delgado, Rafael L., Lohwasser, Kristin, Martinez, Narei Lorenzo, Maina, Ezio, Mattelaer, Olivier, Mehta, Ankita, Milenovic, Predrag, Ninh, Le Duc, Novak, Jakob, Ortona, Giacomo, Ozdemir, Kadri, Papaefstathiou, Andreas, Pasztor, Gabriella, Pellen, Mathieu, Pelliccioli, Giovanni, Petridou, Chara, Platzer, Simon, Puljak, Ivica, Rebuzzi, Daniela, Reuter, Jurgen, Ruiz, Richard, Sampsonidou, Despoina, Sauvan, Emmanuel, Shil, Sujay, Slawinska, Magdalena, Sommer, Philip, Szleper, Michal, Todt, Stefanie, Valsecchi, Davide, Varouchas, Dimitris, Vischia, Pietro, Zaro, Marco
This document summarises the talks and discussions happened during the VBSCan Mid-Term Scientific Meeting workshop. The VBSCan COST action is dedicated to the coordinated study of vector boson scattering (VBS) from the phenomenological and experiment
Externí odkaz:
http://arxiv.org/abs/2004.00726