Zobrazeno 1 - 10
of 25
pro vyhledávání: '"WOŹNIAK, Kinga"'
Autor:
Woźniak, Kinga Anna, Belis, Vasilis, Puljak, Ema, Barkoutsos, Panagiotis, Dissertori, Günther, Grossi, Michele, Pierini, Maurizio, Reiter, Florentin, Tavernelli, Ivano, Vallecorsa, Sofia
We propose a new strategy for anomaly detection at the LHC based on unsupervised quantum machine learning algorithms. To accommodate the constraints on the problem size dictated by the limitations of current quantum hardware we develop a classical co
Externí odkaz:
http://arxiv.org/abs/2301.10780
Autor:
Jawahar, Pratik, Aarrestad, Thea, Chernyavskaya, Nadezda, Pierini, Maurizio, Wozniak, Kinga A., Ngadiuba, Jennifer, Duarte, Javier, Tsan, Steven
Publikováno v:
Front. Big Data 5, 803685 (2022)
We investigate how to improve new physics detection strategies exploiting variational autoencoders and normalizing flows for anomaly detection at the Large Hadron Collider. As a working example, we consider the DarkMachines challenge dataset. We show
Externí odkaz:
http://arxiv.org/abs/2110.08508
Autor:
Govorkova, Ekaterina, Puljak, Ema, Aarrestad, Thea, Pierini, Maurizio, Woźniak, Kinga Anna, Ngadiuba, Jennifer
In particle detectors at the Large Hadron Collider, tens of terabytes of data are produced every second from proton-proton collisions occurring at a rate of 40 megahertz. This data rate is reduced to a sustainable level by a real-time event filter pr
Externí odkaz:
http://arxiv.org/abs/2107.02157
Autor:
Iiyama, Yutaro, Cerminara, Gianluca, Gupta, Abhijay, Kieseler, Jan, Loncar, Vladimir, Pierini, Maurizio, Qasim, Shah Rukh, Rieger, Marcel, Summers, Sioni, Van Onsem, Gerrit, Wozniak, Kinga, Ngadiuba, Jennifer, Di Guglielmo, Giuseppe, Duarte, Javier, Harris, Philip, Rankin, Dylan, Jindariani, Sergo, Liu, Mia, Pedro, Kevin, Tran, Nhan, Kreinar, Edward, Wu, Zhenbin
Publikováno v:
Frontiers in Big Data 3 (2021) 44
Graph neural networks have been shown to achieve excellent performance for several crucial tasks in particle physics, such as charged particle tracking, jet tagging, and clustering. An important domain for the application of these networks is the FGP
Externí odkaz:
http://arxiv.org/abs/2008.03601
Autor:
Warzycka, Klaudia, Maliszewska, Karolina, Woźniak, Kinga, Gardian-Baj, Monika, Jung, Magdalena, Hedesz, Patryk, Jung, Maximilian, Doryń, Aleksandra, Jędral, Krystian, Włodarczyk, Aleksandra, Szczerbiak, Alicja
Publikováno v:
Journal of Education, Health & Sport; Sep2024, Vol. 68, p1-23, 23p
Autor:
Doryń, Aleksandra, Woźniak, Kinga, Jung, Magdalena, Jung, Maximilian, Hedesz, Patryk, Warzycka, Klaudia, Gardian-Baj, Monika, Szczerbiak, Alicja, Ulicka, Wiktoria, Kuśmierczyk, Katarzyna, Maliszewska, Karolina
Publikováno v:
Journal of Education, Health & Sport; Nov2024, Vol. 71, p1-10, 10p
Autor:
Sysło, Oliwia, Jung, Maximilian, Jung, Magdalena, Jaworski, Aleksander, Sławińska, Barbara, Jasiński, Dawid, Jung, Samuel Mario, Woźniak, Kinga, Jędral, Krystian, Czyż, Sandra
Publikováno v:
Journal of Education, Health & Sport; Nov2024, Vol. 71, p1-17, 17p
Autor:
Woźniak, Kinga, Hedesz, Patryk, Żuk-Łapan, Aleksandra, Jung, Magdalena, Gardian-Baj, Monika, Popczyńska, Justyna, Doryń, Aleksandra, Jung, Maximilian, Babula, Emilia, Włodarczyk, Aleksandra, Taras, Andrzej
Publikováno v:
Journal of Education, Health & Sport; May2024, Vol. 60, p11-33, 23p
Autor:
Hedesz, Patryk, Taras, Andrzej, Woźniak, Kinga, Gardian-Baj, Monika, Jung, Magdalena, Jung, Maximilian, Żuk-Łapan, Aleksandra, Doryń, Aleksandra, Włodarczyk, Aleksandra, Popczyńska, Justyna
Publikováno v:
Journal of Education, Health & Sport; Apr2024, Vol. 57, p140-153, 14p
Autor:
Woźniak, Kinga, Jung, Magdalena, Hedesz, Patryk, Gardian-Baj, Monika, Jung, Maximilian, Żuk-Łapan, Aleksandra, Doryń, Aleksandra, Babula, Emilia, Popczyńska, Justyna, Włodarczyk, Aleksandra, Taras, Andrzej
Publikováno v:
Journal of Education, Health & Sport; Apr2024, Vol. 57, p110-125, 16p