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.

Primary author

Dr Taoli Cheng (University of Chinese Academy of Sciences)

Presentation Materials