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SPEAKER: Yuan-Tang Chou (University of Massachusetts, Amherst) – TITLE: Searches for Exotic Higgs Boson Decays with Modern Machine-Learning Methods at the LHC
November 17, 2022 @ 12:00 pm - 1:00 pm
THIS RPM WILL BE AT 12:00 P.M. NOON – November 17, 2022
TITLE – Searches for Exotic Higgs Boson Decays with Modern Machine-Learning Methods at the LHC
ABSTRACT – Advances in machine learning have shifted the paradigm in how we analyze data in High Energy Collider Physics. Particle identification and event reconstruction are areas where significant improvements have been possible by using state-of-art machine-learning methods with domain knowledge. In this talk, I will discuss how we adopt novel approaches that utilize low-level detector information and embed underlying symmetry in machine-learning models to search for physics beyond the Standard Model with the ATLAS experiment at the LHC.
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https://lbnl.zoom.us/j/91782268585
Meeting ID: 917 8226 8585
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