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pro vyhledávání: '"Huth Benjamin"'
The application of Graph Neural Networks (GNN) in track reconstruction is a promising approach to cope with the challenges arising at the High-Luminosity upgrade of the Large Hadron Collider (HL-LHC). GNNs show good track-finding performance in high-
Externí odkaz:
http://arxiv.org/abs/2401.16016
Publikováno v:
EPJ Web of Conferences, Vol 251, p 03053 (2021)
We present an ongoing R&D activity for machine-learning-assisted navigation through detectors to be used for track reconstruction. We investigate different approaches of training neural networks for surface prediction and compare their results. This
Externí odkaz:
https://doaj.org/article/c91287d672a8434f90f24509dc23196d
Autor:
Ai, Xiaocong, Allaire, Corentin, Calace, Noemi, Czirkos, Angéla, Ene, Irina, Elsing, Markus, Farkas, Ralf, Gagnon, Louis-Guillaume, Garg, Rocky, Gessinger, Paul, Grasland, Hadrien, Gray, Heather M., Gumpert, Christian, Hrdinka, Julia, Huth, Benjamin, Kiehn, Moritz, Klimpel, Fabian, Krasznahorkay, Attila, Langenberg, Robert, Leggett, Charles, Niermann, Joana, Osborn, Joseph D., Salzburger, Andreas, Schlag, Bastian, Tompkins, Lauren, Yamazaki, Tomohiro, Yeo, Beomki, Zhang, Jin, Mania, Georgiana, Kolbinger, Bernadette, Moyse, Edward, Rousseau, David
Publikováno v:
Comput Softw Big Sci 6, 8 (2022)
The reconstruction of the trajectories of charged particles, or track reconstruction, is a key computational challenge for particle and nuclear physics experiments. While the tuning of track reconstruction algorithms can depend strongly on details of
Externí odkaz:
http://arxiv.org/abs/2106.13593
The SX-Aurora TSUBASA PCIe accelerator card is the newest model of NEC's SX architecture family. Its multi-core vector processor features a vector length of 16 kbits and interfaces with up to 48 GB of HBM2 memory in the current models, available sinc
Externí odkaz:
http://arxiv.org/abs/2001.07557
Autor:
Foote-Huth, Benjamin1
Publikováno v:
Case Western Reserve Law Review. Fall2022, Vol. 73 Issue 1, p139-164. 26p.
Autor:
Ai, Xiaocong, Allaire, Corentin, Calace, Noemi, Czirkos, Angéla, Elsing, Markus, Ene, Irina, Farkas, Ralf, Gagnon, Louis-Guillaume, Garg, Rocky, Gessinger, Paul, Grasland, Hadrien, Gray, Heather M., Gumpert, Christian, Hrdinka, Julia, Huth, Benjamin, Kiehn, Moritz, Klimpel, Fabian, Kolbinger, Bernadette, Krasznahorkay, Attila, Langenberg, Robert
Publikováno v:
Computing & Software for Big Science; Dec2022, Vol. 6 Issue 1, p1-23, 23p