Skip to main content
Login

Machine Learning for Fundamental Physics School (ML4FP) 2025

4–8 Aug 2025
Building 15 and 66
US/Pacific timezone

Contact

Contribution List

28 / 28
1. Welcome Presentation
Oz Amram (Fermilab), Sascha Diefenbacher (Lawrence Berkeley National Laboratory), Yifan Chen (SLAC)
04/08/2025, 08:30
2. Introduction to Machine Learning: Part I
Sascha Diefenbacher (Lawrence Berkeley National Laboratory)
04/08/2025, 09:00
3. Tutorial: Intro to Neural Networks I
Kevin Greif (University of California, Irvine), Yifan Chen (SLAC)
04/08/2025, 11:00
4. Introduction to Machine Learning: Part II
Dennis Noll (Lawrence Berkeley National Lab. (US))
04/08/2025, 13:30
5. Tutorial: Intro to Neural Networks II
Kevin Greif (University of California, Irvine), Yifan Chen (SLAC)
04/08/2025, 15:30
7. Overview of ML in collider physics
Vinicius Mikuni (LBL), Vinicius Mikuni
05/08/2025, 09:00
22. Overview of ML in neutrino physics
Kazu Terao (SLAC)
05/08/2025, 09:45
6. Differentiable Programming
Sean Gasiorowski (SLAC)
05/08/2025, 11:00

Account: trn016
Reservation: ml4fp2025_day2
8. Simulation-based Inference: Part I
Tae Park (MPP), Sean Benevedes (MIT), Aishik Ghosh
05/08/2025, 13:30
9. Simulation-based Inference: Part II
Tae Park (MPP), Sean Benevedes (MIT), Aishik Ghosh
05/08/2025, 15:30
10. Transformers and Foundation Models: Part I
Vinicius Mikuni, Vinicius Mikuni
06/08/2025, 09:00
11. Transformers and Foundation Models: Part II
Vinicius Mikuni, Vinicius Mikuni
06/08/2025, 11:00
23. Accelerator Tour
06/08/2025, 13:30
13. Generative Models: Part I
Sascha Diefenbacher (Lawrence Berkeley National Laboratory)
07/08/2025, 09:00
14. Generative Models: Part II
Sascha Diefenbacher (Lawrence Berkeley National Laboratory)
07/08/2025, 11:00
15. Anomaly Detection: Part I
Oz Amram (Fermilab)
07/08/2025, 13:30
16. Anomaly Detection: Part II
Oz Amram (Fermilab)
07/08/2025, 15:00
20. Industry talk
Chase Shimmin (P-1)
07/08/2025, 16:30
25. Neutrino PS -- Scalable End-to-End Machine Learning Reconstruction Chain for LArTPC
Francois Drielsma
08/08/2025, 09:00

Zoom: https://stanford.zoom.us/j/2059827293?pwd=R1B6Q2VlTEpsd1kvdnU2bXdKV0phdz09
26. Neutrino PS -- Toward a General-Purpose Foundation Model for Neutrino Physics
Sam Young
08/08/2025, 09:40

The hyper links of the references are available through google slides
28. Neutrino PS -- AD enabled Physics simulation
Yifan Chen
08/08/2025, 10:40
27. Neutrino PS -- Unfolding and Reweighting with the Likelihood Ratio Trick
Roger Huang
08/08/2025, 11:20
18. Efficient ML: Part I
Elham E Khoda (University of California, San Diego)
08/08/2025, 13:00
19. Efficient ML: Part II
Elham E Khoda (University of California, San Diego)
08/08/2025, 15:00
21. Closeout session
Aishik Ghosh, Elham E Khoda (University of California, San Diego), Oz Amram (Fermilab), Sascha Diefenbacher (Lawrence Berkeley National Laboratory), Yifan Chen (SLAC)
08/08/2025, 16:30
29. Coffee Break
08/08/2025, 17:00
17. ALTAS Parallel Sessions
Aishik Ghosh, Elham Khoda, Sascha Diefenbacher
24. CMS Parallel Sessions
Oz Amram
Powered by Indico v3.3.6