From Graph Neural Networks to Explainable AI: comprehending and trusting Machine Learning algorithms

Session

Flash talks - tell us about your project

Sep 20, 2023, 4:45 PM

SPINE Liverpool and University of Liverpool

Conveners

Flash talks - tell us about your project

• Monica D'Onofrio

Description

In this session, you are invited to present a project or an idea that might benefit from GNN applications

6. Constraining the Complex Relationships Between Galaxies and their Dark Matter Haloes with Machine Learning

Mr Ryan Roberts (LJMU)

9/20/23, 4:45 PM

5. Improving Gamma ray image quality from the SIGMA detector

Mr Owain Griffiths (Liverpool)

9/20/23, 4:50 PM

3. Higgs boson pair production at the LHC: (h->bb)+(h->tautau) final states

Carl Gwilliam

9/20/23, 5:05 PM

4. GNN for SUSY searches: the Wh + MET channel

Joseph Carmignani

9/20/23, 5:10 PM

7. Tau Identification and Classification with GNN - how to improve

Robert McNulty

9/20/23, 5:15 PM