Introduction to Deep Neural Networks in Jet Tagging at the LHC

by Dr Taoli Cheng (University of Chinese Academy of Sciences)

Tuesday 10 Jul 2018, 10:00 → 11:00 Asia/Shanghai

B105 (CHEP)

In this talk, we will introduce recent progresses of applying deep neural networks in LHC physics, especially in jet tagging. As a specific example, we will talk about using recursive neural networks, which is inspired by the recursive nature of jet clustering process, to discriminate quark and gluon jets at the LHC. Furthermore, a discussion on the future applications will also be presented.