17–24 Jul 2024
Prague
Europe/Prague timezone

Explore new physics with advanced Machine Learning techniques at CMS

20 Jul 2024, 17:02
17m
Club A

Club A

Parallel session talk 14. Computing, AI and Data Handling Computing and Data handling

Speaker

Manuel Sommerhalder (Hamburg University (DE))

Description

Advanced machine-learning (ML) based methods are being increasingly used to tackle the analyses of large and complex datasets. At CMS we explore the unique opportunity to exploit these new ML methods to extract information and address scientific questions to search for physics beyond the Standard Model, with the overarching aim to discern possible signatures for new physics. In this talk we will discuss results using this novel strategy carried out with the full Run-II dataset collected by the CMS experiment at the LHC.

Alternate track 14. Computing, AI and Data Handling
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Primary authors

CMS Manuel Sommerhalder (Hamburg University (DE))

Presentation materials