Feedback

X
Pattern Recognition, Tracking and Vertex Reconstruction in Particle Detectors

Pattern Recognition, Tracking and Vertex Reconstruction in Particle Detectors

0 Ungluers have Faved this Work
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.

This book is included in DOAB.

Why read this book? Have your say.

You must be logged in to comment.

Rights Information

Are you the author or publisher of this work? If so, you can claim it as yours by registering as an Unglue.it rights holder.

Downloads

This work has been downloaded 73 times via unglue.it ebook links.
  1. 73 - pdf (CC BY) at OAPEN Library.

Keywords

  • Accelerator Physics
  • artificial intelligence
  • Automated Pattern Recognition
  • Calolimator for pattern recognition
  • Clustering algorithms
  • Computer science
  • Computing & information technology
  • Event reconstruction
  • Experimental High-Energy Physics
  • LHC
  • Mathematical physics
  • Mathematics & science
  • Measurement Science and Instrumentation
  • Mensuration & systems of measurement
  • Numerical and Computational Physics, Simulation
  • open access
  • Particle & high-energy physics
  • Particle Acceleration and Detection, Beam Physics
  • pattern recognition
  • Physics
  • Science: general issues
  • Scientific standards
  • Scientific standards, measurement etc
  • Theoretical, Mathematical and Computational Physics
  • Tracking detectors in High Energy Physics
  • Triggering event and data analysis
  • Vertex of particle collision
  • Vertex reconstruction

Editions

edition cover

Share

Copy/paste this into your site: