Build Big or Build Smart: Examing Scale and Domain Knowledge in Machine Learning for Fundamental Physics

Contribution List

25. TBD

25/08/2025, 10:00

1. Welcome to MIAPbP

25/08/2025, 10:00

2. MLHEP Overview

Nicole Hartmann

25/08/2025, 10:15

3. SSL in HEP

Sam Klein

26/08/2025, 10:00

4. SSL in LEGEND

Niko Lay

26/08/2025, 14:30

5. Graphs

Christian Koke

27/08/2025, 10:00

6. Discovering Symmetries

Eduardo Santos-Escriche

27/08/2025, 14:30

7. Scaling Laws, Double Descent in HEP

Matthias Vigl

28/08/2025, 10:00

8. Identifiability

Philipp Scholl

28/08/2025, 14:30

17. Discussion and networking - Bavarian Brotzeit

28/08/2025, 17:30

9. Lattice, QCD

Tom Magorsch

29/08/2025, 10:00

10. Nuclear Physics

Lingxiao Wang

29/08/2025, 11:00

11. NIFTY

Philipp Frank

29/08/2025, 14:00

12. Physics-inpisred ML

Shira Rotman

01/09/2025, 10:00

13. LLMs for physics software

Gordon Watts

01/09/2025, 14:00

14. Cosmo

Tomasz Kacprzak

02/09/2025, 10:00

30. Tutorial

Matthew Feickert

02/09/2025, 11:00

15. Causal inference

Nachiketa Chakraborty

02/09/2025, 14:30

18. Discussion and networking - Pizza

02/09/2025, 17:00

16. Quantum ML

Michael Spannowsky

03/09/2025, 10:00

19. Welcome to MIAPbP

08/09/2025, 11:00

20. Talk-Intro

08/09/2025, 11:15

31. Modeling Continuous Functions with Neural Networks

Dan Rosenbaum

08/09/2025, 14:00

22. Anomaly detection in the era of latent spaces

Gaia Grosso

09/09/2025, 10:00

32. Talk

Baran Hashemi

10/09/2025, 10:00

23. Probabilistic neural operators

Christopher Bülte

10/09/2025, 11:00

24. AI systems to take over physics research?

Sven Krippendorf

10/09/2025, 14:00

26. Talk

Jonas Von Berg

11/09/2025, 14:00

33. Differentiable Jet Clustering

Annalena Kofler

12/09/2025, 10:00

28. Simulation-Based Inference at the LHC

Jay Sanendera

12/09/2025, 14:00

35. Talk

Nilotpal Kakat

15/09/2025, 14:00

36. Grand Design of Collider Space

Tianji Cai

16/09/2025, 14:00

37. Talk

Steffen Rulands

16/09/2025, 15:00

34. Discussion and networking - Bavarian Brotzeit

16/09/2025, 17:00

38. AI for Equations

Yong Sheng Koay

17/09/2025, 10:00

39. Parnassus: From Truth to "Observation"

Dimitrii Kobylianskii

18/09/2025, 10:00

29. Talk-TBD

27. TBD

21. Welcome to MIAPbP