PKU HEP Seminar and Workshop (北京大学高能物理组)
Introduction to Deep Neural Networks in Jet Tagging at the LHC
by
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Asia/Shanghai
B105 (CHEP)
B105
CHEP
West Building, School of Physics, PKU
Description
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.
