11–16 Dec 2022
Australia/Adelaide timezone
Co-locating with the 7th International Workshop of Specialty Optical Fibres and Their Applications (WSOF), the Australian and New Zealand Conference on Optics and Photonics (ANZCOP), and the Conference on Optoelectronlc and Microelectronic Materials and Devices (COMMAD)

Graph Neural Networks for studying processes involving top quarks at colliders

Not scheduled
15m
Hall C (Adelaide Convention Centre)

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.

Primary author

Mr Thomas Nommensen (The University of Sydney)

Co-authors

Mr Anthony Little (University of Sydney (AU)) Kevin Varvell (University of Sydney (AU))

Presentation materials