Round Table on Machine Learning @ DESY 2020

Friday, 4 December 2020 - 10:30
Zoom

        : Sessions
    /     : Talks
        : Breaks
4 Dec 2020
AM
10:30 Welcome - Philipp Heuser (IT (Informationstechnik))   ()
10:35 ML related news from IT - Frank Schluenzen (IT (Informationstechnik))   ()
10:42 AI technologies for particle accelerator operation - Ilya Agapov (DESY)   ()
10:49 Towards online data reduction for serial crystallography using ML methods - Alireza Sadri (DESY)   ()
10:56 Machine Intelligence @ DESY Theory - Paul Ayan (DESY)   ()
11:03 Getting High: High Fidelity Simulation of High Granularity Calorimeters with High Speed - Engin Eren (DESY)   ()
11:10 Reconstruction of Long Lived Particles at CMS using graph neural networks - Lisa Benato (Hamburg University)   ()
11:17 NN   ()
11:24 --- Coffee Break ---
11:34 ML developments for analysis, simulation, and fast decision making - Gregor Kasieczka (Institut fuer Experimentalphysik / UHH)   ()
11:41 Semantic Segmentation in the MDLMA project - Ivo-Matteo Baltruschat (IT (IT Scientific Computing))   ()
11:48 Classification of diffraction patterns in single particle imaging experiments performed at X- ray free-electron lasers using a convolutional neural network - Alexandr Ignatenko (DESY)   ()
11:55 Teaching ML in High Energy Physics - Oleg Filatov (DESY)   ()
PM
12:02 ML Flow for developing machine learning - Erik Genthe (DESY)   ()
12:09 Helmholtz Imaging Platform - HIP - Sara Krause-Solberg (DESY)   ()
12:16 Helmholtz AI - Consultant Team - Peter Steinbach (HZDR)   ()
12:23 Wrap up / Conclusions - Philipp Heuser (IT (Informationstechnik))   ()