Belle II Document Server 4 records found  Search took 0.00 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. 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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3. Identification of exotic highly ionising particles at the Belle II pixel detector using unsupervised autoencoders / Katharina Dort ; Stephanie Käs ; Jens Sören Lange [BELLE2-TALK-DRAFT-2021-028] [BELLE2-TALK-CONF-2021-015]
09 March 2021
/ DPG Spring Meeting 2021
The Belle II experiment at the high luminosity SuperKEKB e+e- collider has started operation in 2018. [...]
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4. Multiparameter Analysis of the Belle II Pixeldetector’s Data Using Principal Components Analysis and Neural Networks / Stephanie Käs ; Jens Sören Lange [BELLE2-UTHESIS-2019-001] Presented on 01 07 2019 BSc
II. Physics Institute / Giessen
In a recent thesis, the use of self-organising maps (SOM) and feed forward networks for classification processes was applied in the analysis of data from Belle II’s pixel vertex detector. [...]
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