Name: Advanced Artificial Intelligence for Precision High Energy Physics
Start: 2023-07-16T16:00:00+02:00
End: 2023-07-28T17:30:00+02:00
Location: Lake Como School for Advanced Studies

Monday, 10 July 2023
Tuesday, 11 July 2023
Wednesday, 12 July 2023
Thursday, 13 July 2023
Friday, 14 July 2023
Saturday, 15 July 2023
Sunday, 16 July 2023

Monday, 17 July 2023
09:00 Machine learning techniques - Tilman Plehn (Heidelberg University)
Machine learning techniques
- Tilman Plehn (Heidelberg University)
09:00 - 11:00
https://www.thphys.uni-heidelberg.de/~plehn/pics/modern_ml.pdf
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Chromodynamics - Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
Quantum Chromodynamics
- Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Click on the materials for a link to a Github repository containing all jupyter notebooks used during the tutorials - Roy Stegeman
Click on the materials for a link to a Github repository containing all jupyter notebooks used during the tutorials
- Roy Stegeman
15:00 - 17:30
Tuesday, 18 July 2023
09:00 Machine learning techniques - Tilman Plehn (Heidelberg University)
Machine learning techniques
- Tilman Plehn (Heidelberg University)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Chromodynamics - Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
Quantum Chromodynamics
- Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
11:30 - 13:30
13:30 Lunch
Lunch
13:30 - 15:00
15:00 Tutorials: (NLO) theory predictions crash course - Christopher Schwan (Universität Würzburg)
Tutorials: (NLO) theory predictions crash course
- Christopher Schwan (Universität Würzburg)
15:00 - 17:30
Wednesday, 19 July 2023
09:00 Machine learning techniques - Tilman Plehn (Heidelberg University)
Machine learning techniques
- Tilman Plehn (Heidelberg University)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Chromodynamics - Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
Quantum Chromodynamics
- Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Tutorials: PDF and couplings evolution - Giacomo Magni (Nikhef, VU Amsterdam)
Tutorials: PDF and couplings evolution
- Giacomo Magni (Nikhef, VU Amsterdam)
15:00 - 17:30
Thursday, 20 July 2023
09:00 Machine learning techniques - Tilman Plehn (Heidelberg University)
Machine learning techniques
- Tilman Plehn (Heidelberg University)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Chromodynamics - Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
Quantum Chromodynamics
- Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Tutorials: Machine Learning 101: using ML concepts and techniques for regression and classification - Andrea Barontini (Università degli studi di Milano)
Tutorials: Machine Learning 101: using ML concepts and techniques for regression and classification
- Andrea Barontini (Università degli studi di Milano)
15:00 - 17:30
Friday, 21 July 2023
09:00 Quantum Chromodynamics - Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
Quantum Chromodynamics
- Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Machine learning techniques - Tilman Plehn (Heidelberg University)
Machine learning techniques
- Tilman Plehn (Heidelberg University)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Tutorials: Applying Machine Learning techniques to real life HEP problems - Juan M. Cruz Martinez (CERN)
Tutorials: Applying Machine Learning techniques to real life HEP problems
- Juan M. Cruz Martinez (CERN)
15:00 - 17:30
Saturday, 22 July 2023
Sunday, 23 July 2023

Monday, 24 July 2023
09:00 Bayesian methods and data analysis - Maurizio Pierini (CERN)
Bayesian methods and data analysis
- Maurizio Pierini (CERN)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Machine Learning - Artur Garcia (Barcelona Supercomputing Center)
Quantum Machine Learning
- Artur Garcia (Barcelona Supercomputing Center)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Tutorials: Bayesian inference tools - Tommaso Giani (Nikhef National institute for subatomic physics (NL))
Tutorials: Bayesian inference tools
- Tommaso Giani (Nikhef National institute for subatomic physics (NL))
15:00 - 17:30
Tuesday, 25 July 2023
09:00 Bayesian methods and data analysis - Maurizio Pierini (CERN)
Bayesian methods and data analysis
- Maurizio Pierini (CERN)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Machine Learning - Artur Garcia (Barcelona Supercomputing Center)
Quantum Machine Learning
- Artur Garcia (Barcelona Supercomputing Center)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Tutorials: Quantum computing - Andrea Pasquale (University of Milan)
Tutorials: Quantum computing
- Andrea Pasquale (University of Milan)
15:00 - 17:30
Wednesday, 26 July 2023
09:00 Bayesian methods and data analysis - Maurizio Pierini (CERN)
Bayesian methods and data analysis
- Maurizio Pierini (CERN)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Machine Learning - Artur Garcia (Barcelona Supercomputing Center)
Quantum Machine Learning
- Artur Garcia (Barcelona Supercomputing Center)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Tutorials: Quantum Machine Learning - Matteo Robbiati (Università degli Studi e INFN Milano (IT))
Tutorials: Quantum Machine Learning
- Matteo Robbiati (Università degli Studi e INFN Milano (IT))
15:00 - 17:30
20:00 Conference Dinner
Conference Dinner
20:00 - 23:00
Thursday, 27 July 2023
09:00 Bayesian methods and data analysis - Maurizio Pierini (CERN)
Bayesian methods and data analysis
- Maurizio Pierini (CERN)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Machine Learning - Artur Garcia (Barcelona Supercomputing Center)
Quantum Machine Learning
- Artur Garcia (Barcelona Supercomputing Center)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00
15:00 Tutorials: Exercise - SM Bayesian fit - Alessandro Candido
Tutorials: Exercise - SM Bayesian fit
- Alessandro Candido
15:00 - 17:30
Friday, 28 July 2023
09:00 Bayesian methods and data analysis - Maurizio Pierini (CERN)
Bayesian methods and data analysis
- Maurizio Pierini (CERN)
09:00 - 11:00
11:00 Coffee break
Coffee break
11:00 - 11:30
11:30 Quantum Machine Learning - Artur Garcia (Barcelona Supercomputing Center)
Quantum Machine Learning
- Artur Garcia (Barcelona Supercomputing Center)
11:30 - 13:30
13:30 Lunch break
Lunch break
13:30 - 15:00