Pattern recognition, tracking and vertex reconstruction in particle detectors / Rudolf Frühwirth, Are Strandlie.

Unlimited

Open access

Open access

Pattern recognition, tracking and vertex reconstruction in particle detectors / Rudolf Frühwirth, Are Strandlie.

9783030657710 (electronic bk.)
303065771X (electronic bk.)
9783030657727 (print)
3030657728
9783030657734 (print)
3030657736
3030657701
9783030657703

Cham : Springer, [2021]

English

1 online resource : illustrations.

10.1007/978-3-030-65771-0 doi

QC787.N83

539.7/7

This open access book is a comprehensive review of the methods and algorithms that are used in the reconstruction of events recorded by past, running and planned experiments at particle accelerators such as the LHC, SuperKEKB and FAIR. The main topics are pattern recognition for track and vertex finding, solving the equations of motion by analytical or numerical methods, treatment of material effects such as multiple Coulomb scattering and energy loss, and the estimation of track and vertex parameters by statistical algorithms. The material covers both established methods and recent developments in these fields and illustrates them by outlining exemplary solutions developed by selected experiments. The clear presentation enables readers to easily implement the material in a high-level programming language. It also highlights software solutions that are in the public domain whenever possible. It is a valuable resource for PhD students and researchers working on online or offline reconstruction for their experiments.

Includes bibliographical references and index.

Open access

text file
PDF

Online resource; title from PDF title page (SpringerLink, viewed March 30, 2021).

Particle acceleration and detection.

Print version: 9783030657703

Online Resources > Ebooks
All Resources