Pattern Recognition and Event Reconstruction in Particle Physics Experiments

Details Pattern Recognition and Event Reconstruction in Particle Physics Experiments Pattern Recognition and Event Reconstruction in Particle Physics Experiments

2004-02-09

arxiv.org/abs/physics/0402039v1

Rept.Prog.Phys. 67 (2004) 553

Physics

Data Analysis, Statistics and Probability

101 pages, 58 figures

Scientific paper

10.1088/0034-4885/67/4/R03

This report reviews methods of pattern recognition and event reconstruction used in modern high energy physics experiments. After a brief introduction into general concepts of particle detectors and statistical evaluation, different approaches in global and local methods of track pattern recognition are reviewed with their typical strengths and shortcomings. The emphasis is then moved to methods which estimate the particle properties from the signals which pattern recognition has associated. Finally, the global reconstruction of the event is briefly addressed.

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