Study of Recursive Neural Networks in Jet Tagging

19 Jul 2018, 11:10
25m
Charpak Amphitheater (Paris)

Charpak Amphitheater

Paris

UPMC (Jussieu) Campus

Speaker

Dr Taoli Cheng (University of Chinese Academy of Sciences)

Description

We would like to present a study on the behavior of Recursive Neural Networks (RecNNs) in jet tagging. The RecNNs embed jet clustering history recursively to include all the information within a jet. We examine its behavior in different jet tagging tasks, and analyze the connection between RecNNs and the underlying physics.

Author

Dr Taoli Cheng (University of Chinese Academy of Sciences)

Presentation materials