Machine Learning and Quality Control in ALICE

Contribution List

20. Welcome

Jacek Tomasz Otwinowski (Polish Academy of Sciences (PL))

03/12/2018, 09:00

21. Overview of machine learning techniques

Kamil Rafal Deja (Warsaw University of Technology (PL))

03/12/2018, 09:10

22. Application of online deep learning techniques to pulsed-signal data

Craig Bower (University of Derby)

03/12/2018, 09:40

23. CMS

Mantas Stankevicius (Fermi National Accelerator Lab. (US))

03/12/2018, 10:30

24. ATLAS

James Catmore (University of Oslo (NO)), Peter Onyisi (University of Texas at Austin (US))

03/12/2018, 11:15

40. Discussion

03/12/2018, 12:00

25. Online and offline QC in ALICE

Barthelemy Von Haller (CERN)

03/12/2018, 14:00

26. Offline QC data sets for ML in ALICE

Jens Wiechula (Johann-Wolfgang-Goethe Univ. (DE))

03/12/2018, 14:30

27. Overwatch/HLT online QC data sets in ALICE

Raymond Ehlers (Yale University (US))

03/12/2018, 15:00

29. Discussion

03/12/2018, 15:30

30. Applying ML techniques to the TPC QC data / Comparing ML with analitical models

Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))

04/12/2018, 09:00

32. Classification of TPC QC data with ML

Kamil Rafal Deja (Warsaw University of Technology (PL))

04/12/2018, 10:00

33. PID in ALICE with ML: Data vs MC

Lukasz Kamil Graczykowski (Warsaw University of Technology (PL))

04/12/2018, 10:50

34. EMCAL QC and ML plans

Markus Fasel (Oak Ridge National Laboratory - (US))

04/12/2018, 11:30

35. Discussion

04/12/2018, 11:50

37. ML framework and QC tools in ALICE

Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE)), Martin Kroesen (Ruprecht Karls Universitaet Heidelberg (DE))

04/12/2018, 13:50

38. ML framework for data analysis in ALICE

Gian Michele Innocenti (CERN)

04/12/2018, 14:25

39. Discussion and Summary

04/12/2018, 15:00

31. Classifiaction of TPC Q

28. Pipline offline QC analysis in ALICE

Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))