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3
records found
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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
2021
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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