13–17 May 2024
University of Pittsburgh / Carnegie Mellon University
US/Eastern timezone

Trackless Jet Vertexing and Timing using ML

14 May 2024, 14:00
15m
Barco Law Building 109 (University of Pittsburgh)

Barco Law Building 109

University of Pittsburgh

Machine Learning & AI Machine Learning & AI

Speaker

Wen Han Chiu (UIUC)

Description

We present work in progress on using the timing information of jet constituents to determine the production vertex of highly displaced jets formed from the decay of a long-lived particle. We also demonstrate that the same network can output a much more consistent jet time that is less sensitive to geometric effects; allowing for better exclusionary power compared to $p_T$-weighted time.

Author

Co-authors

Mr Tong Shen (Fudan University) Zhen Liu

Presentation materials