Zobrazeno 1 - 10
of 1 528
pro vyhledávání: '"Giagu , Stefano"'
Autor:
Bordoni, Simone, Papaluca, Andrea, Buttarini, Piergiorgio, Sopena, Alejandro, Giagu, Stefano, Carrazza, Stefano
In the current era of quantum computing, robust and efficient tools are essential to bridge the gap between simulations and quantum hardware execution. In this work, we introduce a machine learning approach to characterize the noise impacting a quant
Externí odkaz:
http://arxiv.org/abs/2408.01506
The graph coloring problem is an optimization problem involving the assignment of one of q colors to each vertex of a graph such that no two adjacent vertices share the same color. This problem is NP-hard and arises in various practical applications.
Externí odkaz:
http://arxiv.org/abs/2408.01503
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging
Autor:
Torda, Tommaso, Ciardiello, Andrea, Gargiulo, Simona, Grillo, Greta, Scardapane, Simone, Voena, Cecilia, Giagu, Stefano
In recent years Artificial Intelligence has emerged as a fundamental tool in medical applications. Despite this rapid development, deep neural networks remain black boxes that are difficult to explain, and this represents a major limitation for their
Externí odkaz:
http://arxiv.org/abs/2405.12222
Publikováno v:
Particles 2023, 6, 297-311
We investigate the possibility to apply quantum machine learning techniques for data analysis, with particular regard to an interesting use-case in high-energy physics. We propose an anomaly detection algorithm based on a parametrized quantum circuit
Externí odkaz:
http://arxiv.org/abs/2312.04238
Autor:
Bordoni, Simone, Giagu, Stefano
Publikováno v:
Quantum Inf Process 22, 151 (2023)
The decoding of error syndromes of surface codes with classical algorithms may slow down quantum computation. To overcome this problem it is possible to implement decoding algorithms based on artificial neural networks. This work reports a study of d
Externí odkaz:
http://arxiv.org/abs/2312.03508
Autor:
Fumero, Giuseppe, Batignani, Giovanni, Cassetta, Edoardo, Ferrante, Carino, Giagu, Stefano, Scopigno, Tullio
Noise manifests ubiquitously in nonlinear spectroscopy, where multiple sources contribute to experimental signals generating interrelated unwanted components, from random point-wise fluctuations to structured baseline signals. Mitigating strategies a
Externí odkaz:
http://arxiv.org/abs/2309.16933
Autor:
Coccaro, Andrea, Di Bello, Francesco Armando, Giagu, Stefano, Rambelli, Lucrezia, Stocchetti, Nicola
Publikováno v:
Mach.Learn.Sci.Tech. 4 (2023) 4, 045040
Experimental particle physics demands a sophisticated trigger and acquisition system capable to efficiently retain the collisions of interest for further investigation. Heterogeneous computing with the employment of FPGA cards may emerge as a trendin
Externí odkaz:
http://arxiv.org/abs/2307.05152
Autor:
Alpigiani, Cristiano, Arteaga-Velázquez, Juan Carlos, Ball, Austin, Barak, Liron, Barron, Jared, Batell, Brian, Beacham, James, Benhammo, Yan, Brau, Benjamin, Caballero-Mora, Karen Salomé, Camarri, Paolo, Cardarelli, Roberto, Chou, John Paul, Cui, Wentao, Curtin, David, Diamond, Miriam, Dienes, Keith R., Dougherty, Liam Andrew, Dougherty, William, Drewes, Marco, Erramilli, Sameer, Essig, Rouven, Etzion, Erez, Evans, Jared, Téllez, Arturo Fernández, Finlayson, Grace, Fischer, Oliver, Freeman, Jim, Gall, Jonathan, Garabaglu, Ali, Garcia-Bellido, Aran, Giagu, Stefano, Gomber, Bhawna, Greenberg, Stephen Elliott, Guida, Roberto, Haas, Andy, Hassan, Bahgat, Heng, Yuekun, Hsu, Shih-Chieh, Humphrey, Keegan, Iaselli, Giuseppe, Johns, Ken, Kvam, Audrey, Lazic, Dragoslav, Li, Liang, Liao, Jiahao, Liberti, Barbara, Liu, Zhen, Lubatti, Henry, Luo, Lillian, Marsella, Giovanni, Hernández, Mario Iván Martínez, McCullough, Matthew, McKeen, David, Meade, Patrick, Mizrachi, Gilad, Morales-Olivares, O. G., Morrissey, David, Morvai, Ljiljana, Moshe, Meny Raviv, Panagiotou, Michalis, Proffitt, Mason, Ramirez, Dennis Cazar, Reece, Matthew, Robertson, Steven H., Rodríguez-Cahuantzi, Mario, de Roeck, Albert, Roepe, Amber, Ruckman, Larry, Russell, James John, Russell, Heather, Saka, Halil, Santonico, Rinaldo, Schioppa, Marco, Di Sciascio, Giuseppe, Shelton, Jessie, Shuve, Brian, Silver, Yiftah, Di Stante, Luigi, Stolarski, Daniel, Strauss, Mike, Strom, David, Stupak, John, Vasquez, Martin A. Subieta, Swain, Sanjay Kumar, Tan, Chin Lung, Muñoz, Guillermo Tejeda, Thayil, Steffie Ann, Thomas, Brooks, Torro, Emma, Tsai, Yuhsin, Watts, Gordon, Xu, Zijun, Young, Charles, Zolkin, Igor, Zurita, Jose
We report on recent progress and next steps in the design of the proposed MATHUSLA Long Lived Particle (LLP) detector for the HL-LHC as part of the Snowmass 2021 process. Our understanding of backgrounds has greatly improved, aided by detailed simula
Externí odkaz:
http://arxiv.org/abs/2203.08126
Autor:
Alimena, Juliette, Beacham, James, Blekman, Freya, Vidal, Adrián Casais, Vidal, Xabier Cid, Citron, Matthew, Curtin, David, De Roeck, Albert, Desai, Nishita, Di Petrillo, Karri Folan, Gershtein, Yuri, Henry, Louis, Holmes, Tova, Jashal, Brij, Ilten, Philip James, Mehlhase, Sascha, Berlingen, Javier Montejo, Oyanguren, Arantza, Punzi, Giovanni, Rangel, Murilo Santana, Redi, Federico Leo, Sestini, Lorenzo, Torro, Emma, Sierra, Carlos Vázquez, van Veghel, Maarten, Williams, Mike, Zurita, José, Acosta, Darin, Agapopoulou, Christina, Alderweireldt, Sara, Apresyan, Artur, Bailly-Reyre, Aurélien, Benito, Carla Marín, Bertolin, Alessandro, Calefice, Lukas, Pérez, Daniel Hugo Cámpora, Coccaro, Andrea, Dildick, Sven, Doglioni, Caterina, Farrington, Sinead, Gargan, Jack, Giagu, Stefano, Gilmore, Jason, Gligorov, Vladimir, Gonella, Giulia, Hamity, Guillermo, Hennequin, Arthur, Huang, Tao, Jindariani, Sergo, Johnson, Daniel, Karapostoli, Georgia, Kilgallon, Aaron, Kopp, Gillian, Kwok, Martin, Long, Owen, Low, Jia Fu, Lowette, Steven, Luo, Jingyu, Menendez, Nik, Mombächer, Titus, Padley, Paul, Parrish, Victoria, Peña, Cristián, Pica, Lorenzo, Rekovic, Vladimir, Rosenzweig, Suzanne, Safonov, Alexei, Salfeld-Nebgen, Jakob, Spiropúlu, María, Tuci, Giulia, Tully, Chris, Usachov, Andrii, Vannerom, David, Vishwakarma, Akanksha, Wang, Christina, Xie, Si, Yiğitbaşı, Efe, Zaid, Estifa'a
Long-lived particles (LLPs) are highly motivated signals of physics Beyond the Standard Model (BSM) with great discovery potential and unique experimental challenges. The LLP search programme made great advances during Run 2 of the Large Hadron Colli
Externí odkaz:
http://arxiv.org/abs/2110.14675
Autor:
Alpigiani, Cristiano, Arteaga-Velázquez, Juan Carlos, Ball, Austin, Barak, Liron, Barron, Jared, Batell, Brian, Beacham, James, Benhammo, Yan, Caballero-Mora, Karen Salomé, Camarri, Paolo, Cardarelli, Roberto, Chou, John Paul, Cui, Wentao, Curtin, David, Diamond, Miriam, Dienes, Keith R., Dougherty, Liam Andrew, Di Sciascio, Giuseppe, Drewes, Marco, Etzion, Erez, Essig, Rouven, Evans, Jared, Téllez, Arturo Fernández, Fischer, Oliver, Freeman, Jim, Gall, Jonathan, Garabaglu, Ali, Giagu, Stefano, Greenberg, Stephen Elliott, Gomber, Bhawna, Guida, Roberto, Haas, Andy, Heng, Yuekun, Hsu, Shih-Chieh, Iaselli, Giuseppe, Johns, Ken, Kvam, Audrey, Lazic, Dragoslav, Li, Liang, Liberti, Barbara, Liu, Zhen, Lubatti, Henry, Luo, Lillian, Marsella, Giovanni, Hernández, Mario Iván Martínez, McCullough, Matthew, McKeen, David, Meade, Patrick, Mizrachi, Gilad, Morales-Olivares, O. G., Morrissey, David, Moshe, Meny Raviv, Policicchio, Antonio, Proffitt, Mason, Ramirez, Dennis Cazar, Reece, Matthew, Robertson, Steven H., Rodríguez-Cahuantzi, Mario, de Roeck, Albert, Roepe, Amber, Rothberg, Joe, Russell, James John, Russell, Heather, Santonico, Rinaldo, Schioppa, Marco, Shelton, Jessie, Shuve, Brian, Silver, Yiftah, Di Stante, Luigi, Stolarski, Daniel, Strauss, Mike, Strom, David, Stupak, John, Vasquez, Martin A. Subieta, Swain, Sanjay Kumar, Muñoz, Guillermo Tejeda, Thayil, Steffie Ann, Thomas, Brooks, Tsai, Yuhsin, Torro, Emma, Watts, Gordon, Young, Charles, Zurita, Jose
We report on recent progress in the design of the proposed MATHUSLA Long Lived Particle (LLP) detector for the HL-LHC, updating the information in the original Letter of Intent (LoI), see CDS:LHCC-I-031, arXiv:1811.00927. A suitable site has been ide
Externí odkaz:
http://arxiv.org/abs/2009.01693