Big Data Science in Astroparticle Research - Workshop

from Monday, 17 February 2020 (13:00) to Wednesday, 19 February 2020 (14:00)
RWTH Aachen University SuperC

        : Sessions
    /     : Talks
        : Breaks
17 Feb 2020
18 Feb 2020
19 Feb 2020
AM
09:00
Big Data Science in Fundamental Physics Research (until 10:00) ()
09:00 Welcome to the RWTH Aachen University - Prof. Carsten Honerkamp   ()
09:20 ErUM-Data: Modern Digitization in Research on Universe and Matter - Prof. Thomas Kuhr (LMU Munich)   ()
10:00
Deep Learning (until 10:40) ()
10:00 Applying Dynamic Graph CNN to reconstruct the direction of electrons in JUNO - Mr. Hauke Schmidt (Hamburg)   ()
10:20 Identification of Cosmic Rays from Sources using Dynamic Graph Convolutional Neural Networks - Mr. Niklas Langner (RWTH Aachen University)   ()
10:40
Coffee (until 11:10) ()
11:10
Deep Learning (until 13:00) ()
11:10 FPGA Belle II Trigger - Mr. Steffen Bähr (KIT)   ()
11:50 FPGA Trigger of SuperCDMS - Dr. Hanno Meyer zu Theenhausen (DESY)   ()
12:10 Xmax Reconstruction with AugerPrime using Deep Learning - Sonja Schröder (Bergische Universtität Wuppertal)   ()
12:30 1) Lowering the threshold of Tunka-Rex with autoencoder; 2) Toward Tunka-Rex Virtual Observatory - Dmitriy Kostunin (DESY)   ()
09:00
Deep Learning (until 09:40) ()
09:00 Simulation of Extensive Air Showers with Deep Neural Networks - Marcel Köpke (Karlsruhe Institute of Technology)   ()
09:20 Physics motivated GAN for generating fourmomenta - Mr. Niclas Eich (RWTH Aachen University)   ()
09:40
Open Data, Data Centers, Computing Technology (until 10:40) ()
09:40 The Astro@NFDI Endevour - Dr. Harry Enke (Leibniz-Institut für Astrophysik Potsdam (AIP))   ()
10:20 Open data and machine learning in German--Russian Data Life Cycle initiative - Victoria Tokareva (KIT)   ()
10:40
Coffee (until 11:10) ()
11:10
Open Data, Data Centers, Computing Technology (until 11:50) ()
11:10 Particle & Astroparticle Physics @ NFDI - Andreas Haungs (KIT)   ()
11:50
Discussion on perspectives and common efforts (until 13:00) ()
PM
13:00
Arrive (until 14:00) ()
14:00
Beginners Tutorial Ford-Room (until 15:45) ()
14:00 Short Welcome - Martin Erdmann (RWTH Aachen University)   ()
14:10 Deep Learning for Newcomers: Neural Network Basics - Peter Fackeldey (III. Physikalisches Institut A, RWTH Aachen University)   ()
14:00
Tutorial: Generali Room (until 15:45) ()
14:10 Graph Networks Tutorial - Jonas Glombitza (RWTH Aachen University)   ()
15:45
Coffee (until 16:15) ()
16:15
Beginners Tutorial Ford-Room (until 17:15) ()
16:15 Deep Learning for Newcomers: Neural Network Architectures - Peter Fackeldey (III. Physikalisches Institut A, RWTH Aachen University)   ()
16:15
Tutorial: Generali Room (until 18:00) ()
16:15 Graph Networks Tutorial - Jonas Glombitza (RWTH Aachen University)   ()
13:00
Lunch (until 14:30) ()
14:30
Deep Learning (until 15:50) ()
14:30 Bayesian Networks (exact title & title tbc) - Prof. Tilman Plehn (University Heidelberg)   ()
15:10 Exploitation of Symmetries and prior Knowledge in Deep Learning Architectures for IceCube - Mirco Huennefeld (TU Dortmund)   ()
15:30 Addressing domain adaptation issues with CRNNs and VERITAS data - Mr. Samuel Spencer (University of Oxford)   ()
15:50
Coffee (until 16:20) ()
16:20
Deep Learning (until 18:00) ()
16:20 Modern Machine Learning in Astronomy (exact title & title tbc) - Dr. Kai Polsterer (HITS Heidelberg)   ()
17:00 Determining the distribution of interstellar gas with information field theory - Dr. Andrea Vittino (RWTH Aachen University)   ()
17:20 Searching Pulsars Using Neural Networks - Mr. Lars Künkel (University Bielefeld)   ()
17:40 The Astrophysical Multimessenger Observatory Network (AMON) - Prof. Miguel Mostafa (Penn State University)   ()
19:00
Conference Dinner (until 22:00) ()
13:00
Depart (until 14:00) ()
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