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Big Data Science in Astroparticle Research - Workshop

Feb 17 – 19, 2020
RWTH Aachen University SuperC
Europe/Berlin timezone

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Session

Deep Learning

Feb 18, 2020, 10:00 AM
RWTH Aachen University SuperC

RWTH Aachen University SuperC

RWTH Aachen University Templergraben 57, 52062 Aachen phone:0241 8090801

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  1. 39. Applying Dynamic Graph CNN to reconstruct the direction of electrons in JUNO
    Mr Hauke Schmidt (Hamburg)
    2/18/20, 10:00 AM
  2. 40. Identification of Cosmic Rays from Sources using Dynamic Graph Convolutional Neural Networks
    Mr Niklas Langner (RWTH Aachen University)
    2/18/20, 10:20 AM
  3. 43. FPGA Belle II Trigger
    Mr Steffen Bähr (KIT)
    2/18/20, 11:10 AM
  4. 52. FPGA Trigger of SuperCDMS
    Dr Hanno Meyer zu Theenhausen (DESY)
    2/18/20, 11:50 AM
  5. 47. Xmax Reconstruction with AugerPrime using Deep Learning
    Sonja Schröder (Bergische Universtität Wuppertal)
    2/18/20, 12:10 PM
  6. 42. 1) Lowering the threshold of Tunka-Rex with autoencoder; 2) Toward Tunka-Rex Virtual Observatory
    Dmitriy Kostunin (DESY)
    2/18/20, 12:30 PM
  7. 35. Bayesian Networks (exact title & title tbc)
    Prof. Tilman Plehn (University Heidelberg)
    2/18/20, 2:30 PM
  8. 50. Exploitation of Symmetries and prior Knowledge in Deep Learning Architectures for IceCube
    Mirco Huennefeld (TU Dortmund)
    2/18/20, 3:10 PM
  9. 44. Addressing domain adaptation issues with CRNNs and VERITAS data
    Mr Samuel Spencer (University of Oxford)
    2/18/20, 3:30 PM
  10. 45. Simulation of Extensive Air Showers with Deep Neural Networks
    Marcel Köpke (Karlsruhe Institute of Technology)
    2/19/20, 9:00 AM
  11. 46. Physics motivated GAN for generating fourmomenta
    Mr Niclas Eich (RWTH Aachen University)
    2/19/20, 9:20 AM
  12. 41. Advantages of Normalizing flows for Posterior inference
    Dr Thorsten Glüsenkamp (Erlangen)
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