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This collection contains the notes of the CERN Summer Students at the end of their project .



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CERN Summer Students Project Notes

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2024-12-02
11:37
Performance of CO2 based mixture in CMS Improved Resistive Plate Chambers in HL-LHC / De Andrade Rangel Monteiro, Thiago
The Resistive Plate Chamber (RPC) is a muon detector based in gas ionization known by its timing resolution. [...]
CERN-STUDENTS-Note-2024-227. - 2024
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2024-12-02
11:33
Improving AXOL1TL Trigger Anomaly Detection in CMS Level-1 Trigger / Paucar Mendoza, Sebastian Andre (CERN)
In the search for the optimal triggers to avoid overlooking potential new physics information in proton collision events at the LHC, which are constrained by a low-level DAQ latency of 50 nanoseconds at CMS experiment, unsupervised machine learning (ML) has gained prominence as an efficient tool for encoding the Standard Model background and identifying anomalies using out-of-distribution metrics. [...]
CERN-STUDENTS-Note-2024-226. - 2024
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2024-11-28
15:10
Proto-DUNE NP04 Horizontal Drift Shift control and Purity Monitor using Bi-207 / Raut, Rohit (University of Texas at Arlington (US))
The Deep Underground Neutrino Experiment (DUNE) is a flagship neutrino physics experiment aimed at probing the fundamental properties of neutrinos, some of the universe’s most elusive particles. [...]
CERN-STUDENTS-Note-2024-225. - 2024
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2024-11-28
14:38
The Application of Machine Learning in Schottky Spectra Analysis / Bradicic, Manuel ; Lasocha, Kacper (CERN)
Schottky Spectra, that is random fluctuations of the macroscopic beam properties, such as beam position or intensity, contain rich information on machine parameters crucial for preserving the beam stability. [...]
CERN-STUDENTS-Note-2024-224. - 2024
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2024-11-26
17:22
Charged Higgs boson study with H+ →W H and H →ττ Decay Mode in Proton-Proton Collision Simulation / Galea, Sarah
This project focuses on advancing the search for the charged Higgs boson tbH+ in the ττ production channel, focusing on events characterized by two same-sign electrically charged light leptons and one hadronically decaying tau (the 2ℓSS1τ channel). [...]
CERN-STUDENTS-Note-2024-223. - 2024
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2024-11-26
13:12
Analysis of KS0 → π+π−e+e− decays using data from Run 3 at the LHCb Experiment / Herrera Rodriguez, Danna Alondra (Consejo Nacional de Rectores (CONARE) (CR))
This report presents an analysis of KS0 → π+π−e+e− decays using data from Run 3 at the LHCb experiment [...]
CERN-STUDENTS-Note-2024-222. - 2024
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2024-11-26
13:08
Development of machine-learning based app for anomaly detection in CMSWEB / Hussain, Nasir
This project that we have developed revolves around the idea of an advanced anomaly detection system for the CMSWEB services, which is a vital part of CERN’s infrastructure that houses more than two dozen web services like DBS, DAS, CRAB, and WMCore. [...]
CERN-STUDENTS-Note-2024-221. - 2024
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2024-11-20
17:04
SIMULATING T2 STATION IN CERN’S NORTH AREA / Mitsidi, Kyproula
CERN’s North Area is a facility offering highly adaptable secondary beamlines that can accommodate a wide range of physics experiments, as well as test beam and R&D activities. [...]
CERN-STUDENTS-Note-2024-220. - 2024
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2024-11-20
14:20
Modular Control and DAQ of an electron beam test stand / Sardesai, Jay Anand
Removal of SOx and NOx gases can be achieved in a single-step process using Electron Beam Flue Gas Treatment. [...]
CERN-STUDENTS-Note-2024-219. - 2024
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2024-11-19
11:34
Anomaly detection using an Autoencoder for the High-Granularity Calorimeter / Tran, Lam Giang
The High-Granularity Calorimeter (HGCAL) is the new upcoming endcap for the Compact Muon Solenoid (CMS) detector, replacing the existing endcap calorimeter for the High-Luminosity Large Hadron Collider (HL-LHC) era. [...]
CERN-STUDENTS-Note-2024-218. - 2024
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