Name: ICALEPCS 2021: 2nd Data Science and Machine Learning Workshop
Start: 2021-10-15T12:00:00+00:00
End: 2021-10-15T17:00:00+00:00
Location: Remote

ICALEPCS 2021: 2nd Data Science and Machine Learning Workshop

Friday 15 October 2021 - 12:00

Monday 11 October 2021
Tuesday 12 October 2021
Wednesday 13 October 2021
Thursday 14 October 2021
Friday 15 October 2021
12:00 Workshop Introduction - Marco Lonza (Elettra Sincrotrone Trieste) Manuel Gonzalez Berges (CERN)
Workshop Introduction
- Marco Lonza (Elettra Sincrotrone Trieste)
- Manuel Gonzalez Berges (CERN)
12:00 - 12:10
12:10
12:10 - 13:55
Contributions

12:10 Machine learning for accelerators: a physicist approach - Pierre Schnizer (BESSY)

12:45 AI/ML Operational challenges at SLAC's accelerators & Collaborating Facilities - Auralee Linscott Edelen

13:20 ML and optimization algorithms for CERN accelerators - Verena Kain (CERN)
13:55 Break
Break
13:55 - 14:10
14:10
14:10 - 16:10
Contributions

14:10 LSTM model for the automatic LHC collimator alignment - Gabriella Azzopardi (CERN)

14:35 Report on the Artificial Intelligence workshop at EuXFEL - Danilo Ferreira de Lima

14:50 Automatic Serial Femtosecond Crystallography online analysis with Reinforcement Learning - Danilo Ferreira De Lima (Ruprecht Karls Universitaet Heidelberg (DE))

15:10 Report on LEAPS Integrated Platform workshop - Marco Calvi (PSI)

15:30 Machine Learning for the Tune Estimation in the LHC - Leander Grech (University of Malta (MT))

15:50 Peek to some recent ML Activities at DESY - Raimund Kammering (DESY)

16:00 Machine Learning for Failure Detection on RF Cavities - Antonin Sulc (DESY)
16:10

16:10 - 16:25

16:25 Conclusion
Conclusion
16:25 - 16:30

Choose timezone