Machine Learning for Fundamental Physics School (ML4FP) 2026
from
Monday, 1 June 2026 (08:45)
to
Friday, 5 June 2026 (18:00)
Monday, 1 June 2026
08:45
Welcome
Welcome
08:45 - 09:00
09:00
Introduction to Machine Learning: Part I
Introduction to Machine Learning: Part I
09:00 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
Tutorial: Intro to Neural Networks I
Tutorial: Intro to Neural Networks I
11:00 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
Introduction to Machine Learning: Part II
Introduction to Machine Learning: Part II
13:30 - 15:00
15:00
Coffee Break
Coffee Break
15:00 - 15:30
15:30
Tutorial: Intro to Neural Networks II
Tutorial: Intro to Neural Networks II
15:30 - 17:30
Tuesday, 2 June 2026
09:00
Overview of ML in collider physics
Overview of ML in collider physics
09:00 - 09:40
09:40
Break
Break
09:40 - 09:45
09:45
Overview of ML in neutrino physics
Overview of ML in neutrino physics
09:45 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
Differentiable Programming
Differentiable Programming
11:00 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
Simulation-based Inference: Part I
Simulation-based Inference: Part I
13:30 - 15:00
15:00
Coffee Break
Coffee Break
15:00 - 15:30
15:30
Simulation-based Inference: Part II
Simulation-based Inference: Part II
15:30 - 17:00
Wednesday, 3 June 2026
09:00
Generative Models: Part I
Generative Models: Part I
09:00 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
Generative Models: Part II
Generative Models: Part II
11:00 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
Anomaly Detection (Lecture & Tutorial)
Anomaly Detection (Lecture & Tutorial)
13:30 - 15:00
15:00
Coffee Break
Coffee Break
15:00 - 15:30
15:30
Neutrino Parallel Session (experiment specific)
Neutrino Parallel Session (experiment specific)
15:30 - 17:00
Thursday, 4 June 2026
09:00
Transformers: Part I
Transformers: Part I
09:00 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
Transformers: Part II
Transformers: Part II
11:00 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
Application: Muon Collider BIB (Lecture & Tutorial)
Application: Muon Collider BIB (Lecture & Tutorial)
13:30 - 15:00
15:00
Coffee Break
Coffee Break
15:00 - 15:30
15:30
Career Panel
Career Panel
15:30 - 17:00
Friday, 5 June 2026
09:00
Efficient Machine Learning (Lecture & Tutorial)
Efficient Machine Learning (Lecture & Tutorial)
09:00 - 10:30
10:30
Coffee Break
Coffee Break
10:30 - 11:00
11:00
ATLAS Parallel Session: Part I
ATLAS Parallel Session: Part I
11:00 - 12:30
CMS Parallel Session: Part I
CMS Parallel Session: Part I
11:00 - 12:30
12:30
Lunch
Lunch
12:30 - 13:30
13:30
ATLAS Parallel Session: Part II
ATLAS Parallel Session: Part II
13:30 - 15:00
CMS Parallel Session: Part II
CMS Parallel Session: Part II
13:30 - 15:00
15:00
Coffee Break
Coffee Break
15:00 - 15:30
15:30
Closeout Session: Recap and Networking
Closeout Session: Recap and Networking
15:30 - 16:00