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, 6 May 2024 (09:00) to Thursday, 9 May 2024 (18:10)

Monday, 6 May 2024

09:00 Check-in & Coffee

09:00 - 10:00
10:00 Talks
10:00 - 12:00
Contributions

10:00 Welcome! - Rasmus Ørsøe (TUM)

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

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

11:30 GraphNeT 2.0 - Rasmus Ørsøe (TUM)
12:00 Lunch Break
Lunch Break
12:00 - 13:00

13:00 Hackathon: Session 1
Session 1
13:00 - 14:00

14:00 Coffee Break
Coffee Break
14:00 - 14:30

14:30 Hackathon: Session 2
Session 2
14:30 - 17:00
Tuesday, 7 May 2024

09:00 Coffee & Informal Discussion (Optional)

09:00 - 09:30
09:30 Talks
09:30 - 10:30
Contributions

09:30 Neutrino point-source search analyses in IceCube - Tomas Kontrimas (Technische Universität München (TUM))

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

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

11:15 Invited Talk: Graph Neural Networks in Collider Physics
12:00 Lunch Break
Lunch Break
12:00 - 13:00

13:00 Hackathon: Session 3
Session 3
13:00 - 14:30

14:30 Coffee Break
Coffee Break
14:30 - 15:00

15:00 Hackathon: Session 4
Session 4
15:00 - 16:30

16:30 Talks: Poster Session
Poster Session
16:30 - 18:00

18:30 Social: Workshop Dinner (self-paid)
Workshop Dinner (self-paid)
18:30 - 20:30
Wednesday, 8 May 2024

09:00 Coffee & Informal Discussion (Optional)

09:00 - 09:30
09:30 Talks
09:30 - 10:30
Contributions

09:30 Ideas for future directions - Philipp Eller (TUM)

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

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

11:15 Invited Talk - OmniJet-α: The first cross-task foundation model for particle physics - Joschka Birk (University of Hamburg)
12:00 Lunch Break
Lunch Break
12:00 - 13:00

13:00 Hackathon: Session 5
Session 5
13:00 - 14:30

14:30 Coffee Break
Coffee Break
14:30 - 15:00

15:00 Hackathon: Session 6
Session 6
15:00 - 17:00
Thursday, 9 May 2024

09:00 Coffee & Informal Discussion (Optional)

09:00 - 09:30
09:30 Talks
09:30 - 10:30
Contributions

09:30 Reconstruction in MAGIC / CTA - Jarred Green (MPP)

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

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

11:30 Application of GraphNeT to Dark Matter Search in SNO+ - Luo Meng
12:00 Lunch Break
Lunch Break
12:00 - 13:00

13:00 Hackathon

13:00 - 14:30

14:30 Workshop Summary & Goodbye!

14:30 - 15:00

15:15 Social: Optional Excursion - A visit to European Space Observatory Exhibition
Optional Excursion - A visit to European Space Observatory Exhibition
15:15 - 17:15

Choose timezone