24th Australian Institute of Physics Congress

Graph Neural Networks for studying processes involving top quarks at colliders

Not scheduled

15m

Hall C (Adelaide Convention Centre)

Talk (preferred) AIP: Nuclear and Particle Physics AIP: Nuclear and Particle Physics

Speaker

Mr Thomas Nommensen (The University of Sydney)

Description

Graph Neural Networks (GNNs) are increasingly being deployed when analysing data from particle physics experiments. We will present preliminary studies involving the application of GNNs to the problem of identifying processes involving top quarks in a collider environment.

Presentation materials

Abstract_Nommensen_AIPC2022.pdf