# Anomaly detection and stability measurement with the CMS Pixel Luminosity Telescope

- Institution: CERN
- Department: Summer Student Lecture Programme General
- Speaker: Kathryn Mary Ream
- Year: 2024
- Language: English
- Source: [CERN](https://videos.cern.ch/record/3013454)
- Licence: [CERN](http://copyright.web.cern.ch)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

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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## Lectures

1. [Anomaly detection and stability measurement with the CMS Pixel Luminosity Telescope](https://invisiblenetwork.ai/learn/cern/3013454/383a62eac0cf), 14 min (CERN's player)