Uni-Logo Koordinator:
Lisa Zeune
Johannes Gutenberg-Universität
Jo Gu-Uni Mainz


Institut für Physik

Sondertermin/raum: Freitag, den 09.11.2018 um 13:30 Uhr s.t. im THEP social room

The Rise of the Tagging Machines

Tilman Plehn, Heidelberg University

Machine Learning techniques have been used at the LHC for a long time. Jet sub-structure has become an especially active field to test new ideas in this direction. I will discuss how jet sub-stucture has become an established concept in the last decade and in which sense machine learning is the next logical step in this field. Specifially, top tagging has many applications in searches for physics beyond the Standard Model. It allows us to to test different approaches, benchmark new architectures and tools, understand how deep learning tools actually work, and illustrate the conceptual progress we can expect in jet analyses in the coming years.

Kontakt: Lisa Zeune, lizeune@uni-mainz.de