Between Models and Reality: School on Machine Learning in Physics

Name: Between Models and Reality: School on Machine Learning in Physics
Start: 2025-06-02T08:30:00+02:00
End: 2025-06-06T17:00:00+02:00
Location: Niels Bohr Institute

2–6 Jun 2025

Niels Bohr Institute

Europe/Copenhagen timezone

Contact / Organiser

Contribution List

1. Arrival, Breakfast, Registration

Troels Petersen (Niels Bohr Institute)

02/06/2025, 08:30

2. Scope of School and Lecture 1: Introduction and overview of Machine Learning

Troels Petersen (Niels Bohr Institute)

02/06/2025, 09:30

3. Lecture 2: Basics of Machine Learning & Fast Data Loaders

Inar Timiryasov (NBI), Troels Petersen (Niels Bohr Institute)

02/06/2025, 11:00

4. Discussion of Lectures and Introduction to exercises

Daniel Murnane (Niels Bohr Institute, University of Copenhagen)

02/06/2025, 13:15

5. Work on exercises

Daniel Murnane (Niels Bohr Institute, University of Copenhagen), Rasmus Ørsøe (TUM), Troels Petersen (Niels Bohr Institute)

02/06/2025, 14:00

6. Work on exercises

Daniel Murnane (Niels Bohr Institute, University of Copenhagen), Rasmus Ørsøe (TUM), Troels Petersen (Niels Bohr Institute)

02/06/2025, 15:00

7. Lecture 3: Networks with Learned Uncertainties

Tilman Plehn (Heidelberg University)

03/06/2025, 09:00

All my lectures will be on the blackboard, based on the published Heidelberg lecture notes. Tutorials maintained by the Heidelberg group are linked in the lecture notes.

8. Lecture 4: Generative Networks and Classifier Tests

Tilman Plehn (Heidelberg University)

03/06/2025, 10:45

9. Discussion of Lectures and intro to exercises

03/06/2025, 13:00

10. Work on exercises

03/06/2025, 13:30

11. Work on exercises

03/06/2025, 15:00

12. Lecture 5: Modern Generative Networks

Tilman Plehn (Heidelberg University)

04/06/2025, 09:00