Physics:Quantum data analysis/Calorimetry

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Calorimetry measures particle energy by absorbing particles in detector material and sampling the resulting electromagnetic or hadronic shower. Calorimeters are essential for measuring photons, electrons, jets, missing transverse momentum, and total event energy. In data analysis, calorimeter information must be calibrated, clustered, corrected, and combined with tracking and muon information.[1]

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Calorimetry represented as energy deposition in detector layers.

Electromagnetic and hadronic calorimeters

Electromagnetic calorimeters measure showers from electrons and photons, while hadronic calorimeters measure showers from strongly interacting particles. Hadronic response is more complex because invisible energy and shower fluctuations are larger.[1]

Calibration

Calibration corrects for detector response, nonuniformity, material effects, pileup, and energy scale. Control samples such as known resonances, isolated particles, and test-beam data are used to validate the response.[2][3]

Analysis use

Calorimeter clusters contribute to electron, photon, tau, jet, and missing-energy reconstruction. Their resolution and tails often dominate important systematic uncertainties.[4]

See also

Table of contents (60 articles)

Index

Full contents

15. Machine Learning (1) Back to index

References

  1. 1.0 1.1 Leo, William R. (1994). Techniques for Nuclear and Particle Physics Experiments. Springer. ISBN 978-3-540-57280-0. 
  2. "The ATLAS Experiment at the CERN Large Hadron Collider". Journal of Instrumentation 3: S08003. 2008. doi:10.1088/1748-0221/3/08/S08003. 
  3. "The CMS experiment at the CERN LHC". Journal of Instrumentation 3: S08004. 2008. doi:10.1088/1748-0221/3/08/S08004. 
  4. "Review of Particle Physics". Physical Review D 110 (3): 030001. 2024. doi:10.1103/PhysRevD.110.030001. 
Author: Sergei V. Chekanov
Author: Claude Pruneau
Author: Harold Foppele

Source attribution: Physics:Quantum data analysis/Calorimetry