Indico celebrates its 20th anniversary! Check our blog post for more information!

6–11 Jun 2021
Underline Conference System
America/Toronto timezone
Welcome to the 2021 CAP Congress Program website! / Bienvenue au siteweb du programme du Congrès de l'ACP 2021!

(I) Machine Learning Applications in Particle Physics: Present and Future

10 Jun 2021, 15:45
15m
Underline Conference System

Underline Conference System

Speaker

Wojtek Fedorko (TRIUMF)

Description

In this overview I'll present a selection of recent machine applications to event reconstruction and data analysis across the subfields of experimental particle physics. Strategies for treatment of experimental data and design of machine learning algorithms will be discussed. I will give a personal perspective on potential future particle physics applications of machine learning, including real-time evaluation for triggering and the deployment of generative models

Primary author

Presentation materials