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Talk14 min

Anomaly detection and stability measurement with the CMS Pixel Luminosity Telescope

Kathryn Mary Ream · CERN

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About

Katie Ream is a rising senior from Holliston, MA studying physics at the University of Michigan. During her time in undergrad she has worked on a variety of high energy particle physics projects, such as the ATLAS project or the SBND detector at Fermilab. This summer she pivoted to working on the CMS project under the BRIL group in order to develop an algorithm focusing on detecting outliers in luminosity measurements as well as determining the stability of luminosity measurements over long periods of time. In this talk she discusses the motivation for for the algorithm in further detail, what was involved in building the algorithm, and the results after applying it to data from 2023..

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The talk

  1. Anomaly detection and stability measurement with the CMS Pixel Luminosity Telescope 2024-08-07 · 14 min · CERN's player

Credits and licence

Institution
CERN
Department
Summer Student Lecture Programme General
Speaker
Kathryn Mary Ream
Year
2024
Language
English
Source
CERN
Licence
CERN, as CERN states it. CERN's terms
Attribution
© CERN. CERN provides its audiovisual media free of charge for educational and informational use, credited to CERN; this lecture is shown in CERN's own player.
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