Advanced Artificial Intelligence for Precision High Energy Physics

Contribution List

1. Machine learning techniques

Tilman Plehn (Heidelberg University)

7/17/23, 9:00 AM

https://www.thphys.uni-heidelberg.de/~plehn/pics/modern_ml.pdf

2. Quantum Chromodynamics

Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)

7/17/23, 11:30 AM

3. Click on the materials for a link to a Github repository containing all jupyter notebooks used during the tutorials

Roy Stegeman

7/17/23, 3:00 PM

4. Machine learning techniques

Tilman Plehn (Heidelberg University)

7/18/23, 9:00 AM

5. Quantum Chromodynamics

Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)

7/18/23, 11:30 AM

6. Tutorials: (NLO) theory predictions crash course

Mr Christopher Schwan (Universität Würzburg)

7/18/23, 3:00 PM

7. Machine learning techniques

Tilman Plehn (Heidelberg University)

7/19/23, 9:00 AM

8. Quantum Chromodynamics

Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)

7/19/23, 11:30 AM

9. Tutorials: PDF and couplings evolution

Giacomo Magni (Nikhef, VU Amsterdam)

7/19/23, 3:00 PM

10. Machine learning techniques

Tilman Plehn (Heidelberg University)

7/20/23, 9:00 AM

11. Quantum Chromodynamics

Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)

7/20/23, 11:30 AM

30. Tutorials: Machine Learning 101: using ML concepts and techniques for regression and classification

Andrea Barontini (Università degli studi di Milano)

7/20/23, 3:00 PM

13. Quantum Chromodynamics

Jennifer Smillie (Higgs Centre for Theoretical Physics, Edin. U.)

7/21/23, 9:00 AM

12. Machine learning techniques

Tilman Plehn (Heidelberg University)

7/21/23, 11:30 AM

14. Tutorials: Applying Machine Learning techniques to real life HEP problems

Dr Juan M. Cruz Martinez (CERN)

7/21/23, 3:00 PM

15. Bayesian methods and data analysis

Maurizio Pierini (CERN)

7/24/23, 9:00 AM

16. Quantum Machine Learning

Artur Garcia (Barcelona Supercomputing Center)

7/24/23, 11:30 AM

17. Tutorials: Bayesian inference tools

Tommaso Giani (Nikhef National institute for subatomic physics (NL))

7/24/23, 3:00 PM

18. Bayesian methods and data analysis

Maurizio Pierini (CERN)

7/25/23, 9:00 AM

19. Quantum Machine Learning

Artur Garcia (Barcelona Supercomputing Center)

7/25/23, 11:30 AM

20. Tutorials: Quantum computing

Andrea Pasquale (University of Milan)

7/25/23, 3:00 PM

21. Bayesian methods and data analysis

Maurizio Pierini (CERN)

7/26/23, 9:00 AM

22. Quantum Machine Learning

Artur Garcia (Barcelona Supercomputing Center)

7/26/23, 11:30 AM

23. Tutorials: Quantum Machine Learning

Matteo Robbiati (Università degli Studi e INFN Milano (IT))

7/26/23, 3:00 PM

24. Bayesian methods and data analysis

Maurizio Pierini (CERN)

7/27/23, 9:00 AM

25. Quantum Machine Learning

Artur Garcia (Barcelona Supercomputing Center)

7/27/23, 11:30 AM

26. Tutorials: Exercise - SM Bayesian fit

Alessandro Candido

7/27/23, 3:00 PM

27. Bayesian methods and data analysis

Maurizio Pierini (CERN)

7/28/23, 9:00 AM

28. Quantum Machine Learning

Artur Garcia (Barcelona Supercomputing Center)

7/28/23, 11:30 AM

29. Tutorials