HAP Workshop | Big Data Science in Astroparticle Physics

from Monday, 20 February 2017 (13:00) to Wednesday, 22 February 2017 (14:00)
RWTH Aachen University SuperC

        : Sessions
    /     : Talks
        : Breaks
20 Feb 2017
21 Feb 2017
22 Feb 2017
AM
09:00
Deep Learning (until 10:45) ()
09:00 Organisational Matter - Prof. Martin Erdmann (RWTH Aachen University)   ()
Slides
09:15 Deep Learning for neutrino telescopes - Dr. Stefan GEIßELSÖDER (ECAP, Friedrich-Alexander-Universität Erlangen)   ()
Slides
09:40 Deep Learning in Astroparticle Physics exemplified by the Reconstruction of Muon‐Neutrino Events in IceCube - Mr. Mirco HÜNNEFELD (TU Dortmund)   ()
Slides
10:05 Recognizing patterns in the arrival directions of ultra‐high energy cosmic rays using deep neural networks - Mr. Marcus Wirtz (RWTH Aachen University)   ()
Slides
10:30 Message of the Vice-Rector for Research and Structure of the RWTH Aachen University - Prof. Rudolf Mathar (RWTH Aachen University)   ()
10:45 --- Coffee ---
11:15
Deep Learning (until 12:45) ()
11:15 Convolutional Networks in Computer Vision - Prof. Bastian Leibe (RWTH Aachen University)   ()
Slides
12:05 Machine Learning in gamma‐ray astronomy: More than just Background‐Suppression - Mr. Maximilian NOETHE (TU Dortmund)   ()
Slides
12:25 Pattern recognition in KM3NeT: A multi-dimensional challenge - Dr. Joao COELHO (APC Paris)   ()
Slides
09:00
Open software & analysis presentation (until 10:40) ()
09:00 The path to the SKA: Big data challenges in radio astronomy - Dr. Ewan BARR (Max Planck Institut fuer Radioastronomie, Bonn)   ()
Slides
09:50 Data Publishing, Standards, and the Payoff: A Brief Account of the Astronomical Virtual Observatory - Dr. Markus DEMLEITNER (GAVO, Universität Heidelberg)   ()
Slides
10:40 --- Coffee ---
11:10
Open software & analysis presentation (until 12:00) ()
11:10 KCDC: data preservation and publication - Dr. Andreas Haungs (KIT)   ()
Slides
11:35 Accelerating the Digital Transformation in Science - Dr. Mikael Gast (Federal Ministry of Education and Research)   ()
PM
13:00
arrive (until 14:00) ()
14:00
Deep Learning tutorial (until 15:45) ()
14:00 Welcome: Dean of Faculty of Mathematics, Computer Science and Natural Sciences - Prof. Stefan Schael (RWTH Aachen University)   ()
14:15 Deep Learning Tutorial: basic concepts, fully connected networks - Mr. David Walz (RWTH Aachen University, III Physikalisches Institut A)   ()
Slides
15:45 --- Coffee ---
16:15
Deep Learning tutorial -Mr. David Walz (RWTH Aachen University, III Physikalisches Institut A) (until 18:30) ()
16:15 Deep Learning Tutorial: advanced architectures, convolutional networks - Mr. David Walz (RWTH Aachen University, III Physikalisches Institut A)   ()
13:00 --- Lunch ---
14:30
Deep Learning (until 16:15) ()
14:30 Spatiotemporal Integration in Recurrent Deep Neural Networks - Prof. Sven Behnke (University of Bonn, Computer Science Institute VI)   ()
Slides
15:15 Exploring deep network architectures to reconstruct cosmic ray induced air showers - Mr. Jonas Glombitza (RWTH Aachen University)   ()
Slides
15:35 Using neural nets to predict SUSY yields at the LHC - Prof. Jamie TATTERSALL (RWTH Aachen Unversity)   ()
Slides
15:55 Event reconstruction and classification in proton-proton collisions using deep neural networks - Mr. Yannik Rath (RWTH Aachen University)   ()
Slides
16:15 --- Coffee ---
16:45
Deep Learning (until 17:20) ()
16:45 Biological neuronal networks - from structure to activity - Prof. Moritz Helias (Research Centre Jülich, Institute of Neuroscience and Medicine)   ()
Slides
17:25
Open data (until 18:30) ()
17:25 CREDO: a global cosmic-ray analysis and data processing challenges - Mr. Oleksandr SUSHCHOV (Institute of Nuclear Physics, Polish Academy of Sciences)   ()
Slides
17:45 Workflow Management for user analyses in particle physics - Mr. Robert Fischer (RWTH Aachen University)   ()
Slides
18:05 GPU usage of Auger data in the Offline Framework - Dr. Julian Rautenberg (Bergiscche Universität Wuppertal)   ()
Slides
19:00 --- Conference Dinner ---
12:00
Discussion on perspectives of common efforts (until 12:45) ()
12:00 Discussion - Prof. Martin Erdmann (RWTH Aachen University) Dr. Andreas Haungs (KIT)   ()
Slides
13:00 --- depart ---