Belle II Document Server 3 records found  Search took 0.02 seconds. 
1. Slow pion identification at the Belle II PXD with machine learning / Johannes Bilk ; Stephanie Käs ; Sören Lange ; Elisabetta Prencipe ; et al [BELLE2-TALK-CONF-2024-017]
26 February 2024
/ DPG-Frühjahrstagung Karlsruhe
The identification of slow pions in Belle II experiments presents a no- table challenge, arising from their high dE/dx energy loss and their short flight path in the tracking detectors. [...]
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2. Employing Deep Learning to Find Slow Pions in the Pixel Detector in the Belle II Experiment / Johannes Bilk ; Jens Sören Lange [BELLE2-MTHESIS-2021-081] Presented on 25 11 2021 MSc
II. Institute of Physics / Giessen
Slow pions (pT<230 MeV/c) are detected and classified based exclisively upon their cluster shape in the PXD, using a neural network (NN) performing image processing [...]
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3. Belle II pixeldetector cluster analyses using neural network algorithms / Stephanie Käs ; Jens Sören Lange ; Katharina Dort ; Marvin Peter ; et al [BELLE2-TALK-DRAFT-2021-027] [BELLE2-TALK-CONF-2021-016]
09 March 2021
/ DPG Spring Meeting 2021
The Belle II DEPFET pixeldetector is operating since 2019, presently with 4 M pixels and trigger rates up to 5 kHz. [...]
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