Big Data Science in Astroparticle Research - Workshop

Session

19 Feb 2019, 09:00

RWTH Aachen University SuperC

Contribution list Timetable

5. Welcome at the RWTH Aachen University

Prof. Carsten Honerkamp (RWTH Aachen University)

19/02/2019, 09:00

6. Deep Neural Networks for Energy and Position Reconstruction in EXO-200

Mr. Tobias Ziegler (ECAP Erlangen)

19/02/2019, 09:19

7. A Deep Neural Network for Pixel-Level Electromagnetic Particle Identification in the MicroBooNE Lar TPC (tbc)

Mr. Davide Porzio (University of Manchester)

19/02/2019, 09:38

8. Deep learning techniques applied to the physics of extensive air showers

Mr. Juan Miguel Carceller (University of Granada)

19/02/2019, 09:57

9. Inspection of the AIXNET network for air shower reconstruction

Mr. Niclas Eich (RWTH Aachen University)

19/02/2019, 10:16

10. Application of Deep Learning methods to analysis of Imaging Atmospheric Cherenkov Telescopes data

Mr. Matthias Büchele (ECAP / University of Erlangen )

19/02/2019, 11:05

11. Recovery of Radio Signals from Cosmic Ray Induced Air Showers with Deep Learning

Felix Schlüter (Karlsruhe Institute of Technology - IKP)

19/02/2019, 11:24

27. Reconstruction of air-shower radio pulses from real Tunka-Rex background with autoencoder network

Mr. Pavel Bezyazeekov (Irkutsk State University)

19/02/2019, 11:43

23. Event classification in Compton-Pair telescopes using Deep Learning Techniques

Mr. Jan Peter Lommler (Johannes Gutenberg-Universität Mainz)

19/02/2019, 12:02

12. Cascade Reconstruction in IceCube using Generative Networks

Mirco Huennefeld (TU Dortmund)

19/02/2019, 12:21

13. Precise simulation of electromagnetic calorimeter showers using a Wasserstein Generative Adversarial Network

Mr. Thorben Quast (CERN)

19/02/2019, 12:40

14. Deep Learning and Mathematical Modeling: Taking the Best out of Both Worlds

Prof. Gitta Kutyniok (TU Berlin)

19/02/2019, 14:30

15. Contracting alignment patterns of mixed composition nuclei

Marcus Wirtz (RWTH Aachen University)

19/02/2019, 15:10

16. Exploring Optical Properties of Antarctic Ice with IceCube Using Gradient Descent

Mr. Alexander Harnisch (TU Dortmund)

19/02/2019, 15:30