Zobrazeno 1 - 10
of 2 079
pro vyhledávání: '"Pedro Kevin"'
Autor:
Srimanobhas Norraphat, Banerjee Sunanda, Hahnfeld Jonas, Ivantchenko Vladimir, Krammer Natascha, Muzaffar Malik Shahzad, Pedro Kevin, Piparo Danilo
Publikováno v:
EPJ Web of Conferences, Vol 295, p 03017 (2024)
In this contribution we report the status of the CMS Geant4 simulation and the prospects for Run-3 and Phase-2. Firstly, we report about our experience during the start of Run-3 with Geant4 10.7.2, the common software package DD4hep for geometry desc
Externí odkaz:
https://doaj.org/article/b7c9e6f097bf4750b3b391bb23900d85
Publikováno v:
EPJ Web of Conferences, Vol 295, p 09032 (2024)
At the CMS experiment, a growing reliance on the fast Monte Carlo application (FastSim) will accompany the high luminosity and detector granularity expected in Phase 2. The FastSim chain is roughly 10 times faster than the application based on the Ge
Externí odkaz:
https://doaj.org/article/9baba5309f7f48f196f536b95a99def7
Autor:
Krause, Claudius, Giannelli, Michele Faucci, Kasieczka, Gregor, Nachman, Benjamin, Salamani, Dalila, Shih, David, Zaborowska, Anna, Amram, Oz, Borras, Kerstin, Buckley, Matthew R., Buhmann, Erik, Buss, Thorsten, Cardoso, Renato Paulo Da Costa, Caterini, Anthony L., Chernyavskaya, Nadezda, Corchia, Federico A. G., Cresswell, Jesse C., Diefenbacher, Sascha, Dreyer, Etienne, Ekambaram, Vijay, Eren, Engin, Ernst, Florian, Favaro, Luigi, Franchini, Matteo, Gaede, Frank, Gross, Eilam, Hsu, Shih-Chieh, Jaruskova, Kristina, Käch, Benno, Kalagnanam, Jayant, Kansal, Raghav, Kim, Taewoo, Kobylianskii, Dmitrii, Korol, Anatolii, Korcari, William, Krücker, Dirk, Krüger, Katja, Letizia, Marco, Li, Shu, Liu, Qibin, Liu, Xiulong, Loaiza-Ganem, Gabriel, Madula, Thandikire, McKeown, Peter, Melzer-Pellmann, Isabell-A., Mikuni, Vinicius, Nguyen, Nam, Ore, Ayodele, Schweitzer, Sofia Palacios, Pang, Ian, Pedro, Kevin, Plehn, Tilman, Pokorski, Witold, Qu, Huilin, Raikwar, Piyush, Raine, John A., Reyes-Gonzalez, Humberto, Rinaldi, Lorenzo, Ross, Brendan Leigh, Scham, Moritz A. W., Schnake, Simon, Shimmin, Chase, Shlizerman, Eli, Soybelman, Nathalie, Srivatsa, Mudhakar, Tsolaki, Kalliopi, Vallecorsa, Sofia, Yeo, Kyongmin, Zhang, Rui
We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge. We study state-of-the-art generative models on four calorimeter shower datasets of increasing dimensionality, ranging from a few hundred voxels to a few t
Externí odkaz:
http://arxiv.org/abs/2410.21611
Autor:
Liu, Bingxuan, Pedro, Kevin
We investigate the potential to search for semi-visible jets (SVJs) at the Large Hadron Collider (LHC) using initial-state radiation (ISR). Both photon ISR and jet ISR channels are considered, using a benchmark signal model with the decay of a leptop
Externí odkaz:
http://arxiv.org/abs/2409.04741
Autor:
Savard, Claire, Manganelli, Nicholas, Holzman, Burt, Gray, Lindsey, Perloff, Alexx, Pedro, Kevin, Stenson, Kevin, Ulmer, Keith
With machine learning applications now spanning a variety of computational tasks, multi-user shared computing facilities are devoting a rapidly increasing proportion of their resources to such algorithms. Graph neural networks (GNNs), for example, ha
Externí odkaz:
http://arxiv.org/abs/2312.06838
At the CMS experiment, a growing reliance on the fast Monte Carlo application (FastSim) will accompany the high luminosity and detector granularity expected in Phase 2. The FastSim chain is roughly 10 times faster than the application based on the GE
Externí odkaz:
http://arxiv.org/abs/2309.12919
Autor:
Ivanchenko Vladimir, Banerjee Sunanda, Hugo Gabrielle, Lo Meo Sergio, Osborne Ianna, Pedro Kevin, Piparo Danilo, Sorokin Dmitry, Srimanobhas Phat, Vuosalo Carl
Publikováno v:
EPJ Web of Conferences, Vol 251, p 03016 (2021)
We report the status of the CMS full simulation for Run 3. During the long shutdown of the LHC a significant update has been introduced to the CMS code for simulation. The CMS geometry description is reviewed. Several important modifications were nee
Externí odkaz:
https://doaj.org/article/e45779c1c21e4678a75b93e293c37ad1
Autor:
Pedro Kevin
Publikováno v:
EPJ Web of Conferences, Vol 245, p 02020 (2020)
The HL-LHC and the corresponding detector upgrades for the CMS experiment will present extreme challenges for the full simulation. In particular, increased precision in models of physics processes may be required for accurate reproduction of particle
Externí odkaz:
https://doaj.org/article/05884659d4134b6689305446e9b7c091
Autor:
Smith Nicholas, Gray Lindsey, Cremonesi Matteo, Jayatilaka Bo, Gutsche Oliver, Hall Allison, Pedro Kevin, Acosta Maria, Melo Andrew, Belforte Stefano, Pivarski Jim
Publikováno v:
EPJ Web of Conferences, Vol 245, p 06012 (2020)
The coffea framework provides a new approach to High-Energy Physics analysis, via columnar operations, that improves time-to-insight, scalability, portability, and reproducibility of analysis. It is implemented with the Python programming language, t
Externí odkaz:
https://doaj.org/article/57469f973c16470589f0e4d42d1f9f68
Autor:
Amram, Oz, Pedro, Kevin
Simulation is crucial for all aspects of collider data analysis, but the available computing budget in the High Luminosity LHC era will be severely constrained. Generative machine learning models may act as surrogates to replace physics-based full si
Externí odkaz:
http://arxiv.org/abs/2308.03876