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Mariel Pettee (Yale University) “The Search for VH (V → Leptons, H → 𝜏𝜏) with the ATLAS Experiment in Run 2”

January 28, 2021 @ 4:00 pm - 5:00 pm

Abstract:

As part of a comprehensive plan to investigate the many combinations of production and decay of the Standard Model Higgs boson using the full Run 2 ATLAS dataset at the LHC, I will present a search for the SM Higgs boson produced in association with a leptonically-decaying vector boson (i.e. a W or Z boson) and decaying into a pair of tau leptons. Efficient identification of hadronically-decaying tau leptons at the trigger level is essential to this analysis, so I will also discuss my technical work in deploying an RNN-based tau identification scheme in the ATLAS High-Level Trigger (HLT) in Run 2. Lastly, I will show highlights of my independent AI work in leading teams of researchers across academia and industry to pioneer the state-of-the-art in AI-generated choreography using techniques including Variational Autoencoders (VAEs) and Graph Neural Networks (GNNs).

http://physics.lbl.gov/rpm/index.php/events/

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Details

Date:: January 28, 2021
Time:: 4:00 pm - 5:00 pm
Website:: https://lbnl.zoom.us/j/95547677630

Venue

: Zoom Talk
: 50A-5132
Berkeley, ca 94720 + Google Map