Karlsruhe 2024 – wissenschaftliches Programm

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T: Fachverband Teilchenphysik

T 26: Invited Topical Talks 1

T 26.3: Eingeladener Vortrag

Dienstag, 5. März 2024, 15:00–15:30, Geb. 30.21: Gerthsen-HS

AI-aided searches for new physics — •Benedikt Maier — KIT, Karlsruhe, Germany

After the discovery of the Higgs boson, LHC experiments have not yet been able to find new, additional elementary particles that could explain the biggest open questions in particle physics and cosmology. To maximize the sensitivity of the searches, artificial intelligence solutions are permeating the analysis strategies, improving the results and sometimes enabling entirely new types of searches. I will present recent highlights of employing machine learning to find new physics at the LHC, and provide a perspective on what can be expected in the coming years leading up to the High Luminosity-LHC.

Keywords: Searches for new Physics; LHC; Artificial Intelligence