Name: 4th GraphNeT Workshop: Graph Neural Networks and Beyond
Start: 2024-05-06T09:00:00+02:00
End: 2024-05-09T18:10:00+02:00
Location: TUM Institute for Advanced Study

4th GraphNeT Workshop: Graph Neural Networks and Beyond

from Monday, May 6, 2024 (9:00 AM) to Thursday, May 9, 2024 (6:10 PM)

Monday, May 6, 2024

9:00 AM

9:00 AM - 10:00 AM
10:00 AM
10:00 AM - 12:00 PM
Contributions

10:00 AM Welcome! - Rasmus Ørsøe (TUM)

10:15 AM Machine-Learning Opportunities for the Tau Air-Shower Mountain-Based Observatory - Jeffrey Lazar

11:00 AM Machine Learning Methods for the DSNB Search in JUNO - Matthias Mayer (TUM)

11:30 AM GraphNeT 2.0 - Rasmus Ørsøe (TUM)
12:00 PM Lunch Break
Lunch Break
12:00 PM - 1:00 PM

1:00 PM Session 1
Session 1
1:00 PM - 2:00 PM

2:00 PM Coffee Break
Coffee Break
2:00 PM - 2:30 PM

2:30 PM Session 2
Session 2
2:30 PM - 5:00 PM
Tuesday, May 7, 2024

9:00 AM

9:00 AM - 9:30 AM
9:30 AM
9:30 AM - 10:30 AM
Contributions

9:30 AM Neutrino point-source search analyses in IceCube - Tomas Kontrimas (Technische Universität München (TUM))

10:00 AM IceCube Event Classification using Graph Neural Networks - Philipp Soldin
10:30 AM Coffee Break
Coffee Break
10:30 AM - 10:45 AM
10:45 AM
10:45 AM - 12:00 PM
Contributions

10:45 AM Kaggle solutions for direction reconstruction of cascades and tracks in IceCube - Arturo Llorente

11:15 AM Invited Talk: Graph Neural Networks in Collider Physics
12:00 PM Lunch Break
Lunch Break
12:00 PM - 1:00 PM

1:00 PM Session 3
Session 3
1:00 PM - 2:30 PM

2:30 PM Coffee Break
Coffee Break
2:30 PM - 3:00 PM

3:00 PM Session 4
Session 4
3:00 PM - 4:30 PM

4:30 PM Poster Session
Poster Session
4:30 PM - 6:00 PM

6:30 PM Workshop Dinner (self-paid)
Workshop Dinner (self-paid)
6:30 PM - 8:30 PM
Wednesday, May 8, 2024

9:00 AM

9:00 AM - 9:30 AM
9:30 AM
9:30 AM - 10:30 AM
Contributions

9:30 AM Ideas for future directions - Philipp Eller (TUM)

10:00 AM Foundation models for IceCube - Inar Timiryasov
10:30 AM Coffee Break
Coffee Break
10:30 AM - 10:45 AM
10:45 AM
10:45 AM - 12:00 PM
Contributions

10:45 AM ORCA6 and ORCA115 event classification and reconstruction - Jorge González

11:15 AM Invited Talk - OmniJet-α: The first cross-task foundation model for particle physics - Joschka Birk (University of Hamburg)
12:00 PM Lunch Break
Lunch Break
12:00 PM - 1:00 PM

1:00 PM Session 5
Session 5
1:00 PM - 2:30 PM

2:30 PM Coffee Break
Coffee Break
2:30 PM - 3:00 PM

3:00 PM Session 6
Session 6
3:00 PM - 5:00 PM
Thursday, May 9, 2024

9:00 AM

9:00 AM - 9:30 AM
9:30 AM
9:30 AM - 10:30 AM
Contributions

9:30 AM Reconstruction in MAGIC / CTA - Jarred Green (MPP)

10:00 AM End-to-End Optimized Summary Statistic in IceCube's Diffuse Analysis - Oliver Janik
10:30 AM Coffee Break
Coffee Break
10:30 AM - 11:00 AM
11:00 AM
11:00 AM - 12:00 PM
Contributions

11:00 AM Ideas for GraphNeT aided physics analyses - Troels Petersen

11:30 AM Application of GraphNeT to Dark Matter Search in SNO+ - Luo Meng
12:00 PM Lunch Break
Lunch Break
12:00 PM - 1:00 PM

1:00 PM

1:00 PM - 2:30 PM

2:30 PM

2:30 PM - 3:00 PM

3:15 PM Optional Excursion - A visit to European Space Observatory Exhibition
Optional Excursion - A visit to European Space Observatory Exhibition
3:15 PM - 5:15 PM