Name: ML4Physics@Ljubljana school
Start: 2025-06-26T08:30:00+02:00
End: 2025-07-02T21:30:00+02:00
Location: Faculty of Mathematics and Physics, University of Ljubljana

ML4Physics@Ljubljana school

from Thursday 26 June 2025 (08:30) to Wednesday 2 July 2025 (21:30)

Monday 23 June 2025
Tuesday 24 June 2025
Wednesday 25 June 2025
Thursday 26 June 2025
09:00 Machine Learning Fundamentals 1 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals 1
- Lorenzo Moneta (CERN)
09:00 - 10:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 1 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning 1
- Thea Aarrestad (ETH Zurich (CH))
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30 break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00 Machine Learning Fundamentals 1 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals 1
- Lorenzo Moneta (CERN)
11:00 - 12:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 1 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning 1
- Thea Aarrestad (ETH Zurich (CH))
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30 lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00 Machine Learning Fundamentals Exercises 1 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals Exercises 1
- Lorenzo Moneta (CERN)
14:00 - 15:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 1 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning Exercises 1
- Thea Aarrestad (ETH Zurich (CH))
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30 break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00 Machine Learning Fundamentals Exercises 1 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals Exercises 1
- Lorenzo Moneta (CERN)
16:00 - 17:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 1 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning Exercises 1
- Thea Aarrestad (ETH Zurich (CH))
16:00 - 17:30
Room: Lecture rooms F1, F2
Friday 27 June 2025
09:00 Machine Learning Fundamentals 2 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals 2
- Lorenzo Moneta (CERN)
09:00 - 10:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 2 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning 2
- Thea Aarrestad (ETH Zurich (CH))
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30 break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00 Machine Learning Fundamentals 2 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals 2
- Lorenzo Moneta (CERN)
11:00 - 12:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 2 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning 2
- Thea Aarrestad (ETH Zurich (CH))
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30 lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00 Machine Learning Fundamentals Exercises 2 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals Exercises 2
- Lorenzo Moneta (CERN)
14:00 - 15:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 2 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning Exercises 2
- Thea Aarrestad (ETH Zurich (CH))
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30 break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00 Machine Learning Fundamentals Exercises 2 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals Exercises 2
- Lorenzo Moneta (CERN)
16:00 - 17:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 2 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning Exercises 2
- Thea Aarrestad (ETH Zurich (CH))
16:00 - 17:30
Room: Lecture rooms F1, F2
20:30 Keynote 1 - Uros Seljak (UC Berkley)
Keynote 1
- Uros Seljak (UC Berkley)
20:30 - 21:30
Room: Lecture rooms F1, F2
Saturday 28 June 2025
09:00 Machine Learning Fundamentals 3 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals 3
- Lorenzo Moneta (CERN)
09:00 - 10:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 3 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning 3
- Thea Aarrestad (ETH Zurich (CH))
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30 break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00 Machine Learning Fundamentals 3 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals 3
- Lorenzo Moneta (CERN)
11:00 - 12:30
Room: Lecture rooms F1, F2
Real Time Machine Learning 3 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning 3
- Thea Aarrestad (ETH Zurich (CH))
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30 lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00 Machine Learning Fundamentals Exercises 3 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals Exercises 3
- Lorenzo Moneta (CERN)
14:00 - 15:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 3 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning Exercises 3
- Thea Aarrestad (ETH Zurich (CH))
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30 break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00 Machine Learning Fundamentals Exercises 3 - Lorenzo Moneta (CERN)
Machine Learning Fundamentals Exercises 3
- Lorenzo Moneta (CERN)
16:00 - 17:30
Room: Lecture rooms F1, F2
Real Time Machine Learning Exercises 3 - Thea Aarrestad (ETH Zurich (CH))
Real Time Machine Learning Exercises 3
- Thea Aarrestad (ETH Zurich (CH))
16:00 - 17:30
Room: Lecture rooms F1, F2
Sunday 29 June 2025

09:00 free
free
09:00 - 14:00
Room: Lecture rooms F1, F2

14:00 Explainability in machine learning
Explainability in machine learning
14:00 - 15:30
Room: Lecture rooms F1, F2

Foundation models
Foundation models
14:00 - 15:30
Room: Lecture rooms F1, F2

15:30 break
break
15:30 - 16:00
Room: Lecture rooms F1, F2

16:00 Explainability in machine learning exercises
Explainability in machine learning exercises
16:00 - 17:30
Room: Lecture rooms F1, F2

Foundation models exercises
Foundation models exercises
16:00 - 17:30
Room: Lecture rooms F1, F2

Monday 30 June 2025
09:00 Machine Learning and Unfolding - Sofia Palacios Schweitzer
Machine Learning and Unfolding
- Sofia Palacios Schweitzer
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30 break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00 Machine Learning and Unfolding - Sofia Palacios Schweitzer
Machine Learning and Unfolding
- Sofia Palacios Schweitzer
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30 lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00 Machine Learning and Unfolding Exercises 1 - Sofia Palacios Schweitzer
Machine Learning and Unfolding Exercises 1
- Sofia Palacios Schweitzer
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30 break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00 Machine Learning and Unfolding Exercises 1 - Sofia Palacios Schweitzer
Machine Learning and Unfolding Exercises 1
- Sofia Palacios Schweitzer
16:00 - 17:30
Room: Lecture rooms F1, F2
19:30 Social Dinner
Social Dinner
19:30 - 21:30
Room: Lecture rooms F1, F2
Tuesday 1 July 2025
09:00 Statistics and ML - Lydia Brenner (Nikhef National institute for subatomic physics (NL))
Statistics and ML
- Lydia Brenner (Nikhef National institute for subatomic physics (NL))
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30 break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00 Statistics and ML - Lydia Brenner (Nikhef National institute for subatomic physics (NL))
Statistics and ML
- Lydia Brenner (Nikhef National institute for subatomic physics (NL))
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30 lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00 Statistics and ML - Exercises - Lydia Brenner (Nikhef National institute for subatomic physics (NL))
Statistics and ML - Exercises
- Lydia Brenner (Nikhef National institute for subatomic physics (NL))
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30 break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00 Statistics and ML - Exercises - Lydia Brenner (Nikhef National institute for subatomic physics (NL))
Statistics and ML - Exercises
- Lydia Brenner (Nikhef National institute for subatomic physics (NL))
16:00 - 17:30
Room: Lecture rooms F1, F2
20:30 Keynote 2
Keynote 2
20:30 - 21:30
Room: Lecture rooms F1, F2
Wednesday 2 July 2025
09:00 Uncertainty quantification - Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
Uncertainty quantification
- Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
09:00 - 10:30
Room: Lecture rooms F1, F2
10:30 break
break
10:30 - 11:00
Room: Lecture rooms F1, F2
11:00 Uncertainty quantification - Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
Uncertainty quantification
- Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
11:00 - 12:30
Room: Lecture rooms F1, F2
12:30 lunch
lunch
12:30 - 14:00
Room: Lecture rooms F1, F2
14:00 Uncertainty quantification Exercises - Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
Uncertainty quantification Exercises
- Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
14:00 - 15:30
Room: Lecture rooms F1, F2
15:30 break
break
15:30 - 16:00
Room: Lecture rooms F1, F2
16:00 Uncertainty quantification Exercises - Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
Uncertainty quantification Exercises
- Luigi Favaro (Universite Catholique de Louvain (UCL) (BE))
16:00 - 17:30
Room: Lecture rooms F1, F2

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