Machine Learning and Quality Control in ALICE

from Monday, 3 December 2018 (00:00) to Tuesday, 4 December 2018 (22:10)
CERN (160/1-009)

        : Sessions
    /     : Talks
        : Breaks
3 Dec 2018
4 Dec 2018
AM
09:00 Welcome - Jacek Tomasz Otwinowski (Polish Academy of Sciences (PL))   (160/1-009)
09:10 Overview of machine learning techniques - Kamil Rafal Deja (Warsaw University of Technology (PL))   (160/1-009)
09:40 Application of online deep learning techniques to pulsed-signal data - Craig Bower (University of Derby)   (160/1-009)
10:10 --- Coffee/tea break ---
10:30 CMS - Mantas Stankevicius (Fermi National Accelerator Lab. (US))   (160/1-009)
11:15 ATLAS - Peter Onyisi (University of Texas at Austin (US)) James Catmore (University of Oslo (NO))   (160/1-009)
09:00 Applying ML techniques to the TPC QC data / Comparing ML with analitical models - Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))   (160/1-009)
10:00 Classification of TPC QC data with ML - Kamil Rafal Deja (Warsaw University of Technology (PL))   (160/1-009)
10:30 --- Coffee/tea break ---
10:50 PID in ALICE with ML: Data vs MC - Lukasz Kamil Graczykowski (Warsaw University of Technology (PL))   (160/1-009)
11:30 EMCAL QC and ML plans - Markus Fasel (Oak Ridge National Laboratory - (US))   (160/1-009)
11:50 Discussion   (160/1-009)
PM
12:00 Discussion   (160/1-009)
12:30 --- Lunch break ---
14:00 Online and offline QC in ALICE - Barthelemy Von Haller (CERN)   (160/1-009)
14:30 Offline QC data sets for ML in ALICE - Jens Wiechula (Johann-Wolfgang-Goethe Univ. (DE))   (160/1-009)
15:00 Overwatch/HLT online QC data sets in ALICE - Raymond Ehlers (Yale University (US))   (160/1-009)
15:30 Discussion   (160/1-009)
12:20 --- Lunch break ---
13:50 ML framework and QC tools in ALICE - Martin Kroesen (Ruprecht Karls Universitaet Heidelberg (DE)) Marian Ivanov (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))   (160/1-009)
14:25 ML framework for data analysis in ALICE - Gian Michele Innocenti (CERN)   (160/1-009)
15:00 Discussion and Summary   (160/1-009)