Combinatorial Kalman Filter and High Level Trigger Reconstruction for the Belle II Experiment

Combinatorial Kalman filters are a standard tool today for pattern recognition and charged particle reconstruction in high energy physics. In this thesis the implementation of the track finding software for the Belle II experiment and first studies on early Belle II data are presented. The track fin...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Braun, Nils (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:Springer Theses, Recognizing Outstanding Ph.D. Research,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Combinatorial Kalman Filter and High Level Trigger Reconstruction for the Belle II Experiment  |h [electronic resource] /  |c by Nils Braun. 
250 |a 1st ed. 2019. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2019. 
300 |a XI, 177 p. 114 illus., 112 illus. in color.  |b online resource. 
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490 1 |a Springer Theses, Recognizing Outstanding Ph.D. Research,  |x 2190-5053 
505 0 |a Introduction -- Experimental Setup -- Foundations -- Fast Reconstruction for the High Level Trigger -- Event Timing -- Combinatorial Kalman Filter -- Conclusion -- Bibliography. 
520 |a Combinatorial Kalman filters are a standard tool today for pattern recognition and charged particle reconstruction in high energy physics. In this thesis the implementation of the track finding software for the Belle II experiment and first studies on early Belle II data are presented. The track finding algorithm exploits novel concepts such as multivariate track quality estimates to form charged trajectory hypotheses combining information from the Belle II central drift chamber with the inner vertex sub-detectors. The eventual track candidates show an improvement in resolution on the parameters describing their spatial and momentum properties by up to a factor of seven over the former legacy implementation. The second part of the thesis documents a novel way to determine the collision event null time T0 and the implementation of optimisation steps in the online reconstruction code, which proved crucial in overcoming the high level trigger limitations. 
650 0 |a Particle acceleration. 
650 0 |a Physical measurements. 
650 0 |a Measurement   . 
650 0 |a Quantum field theory. 
650 0 |a String theory. 
650 1 4 |a Particle Acceleration and Detection, Beam Physics.  |0 http://scigraph.springernature.com/things/product-market-codes/P23037 
650 2 4 |a Measurement Science and Instrumentation.  |0 http://scigraph.springernature.com/things/product-market-codes/P31040 
650 2 4 |a Quantum Field Theories, String Theory.  |0 http://scigraph.springernature.com/things/product-market-codes/P19048 
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950 |a Physics and Astronomy (Springer-11651)