Big Data Science in Astroparticle Research - Workshop

Session

Deep Learning

Feb 18, 2020, 10:00 AM

RWTH Aachen University SuperC

39. Applying Dynamic Graph CNN to reconstruct the direction of electrons in JUNO

Mr Hauke Schmidt (Hamburg)

2/18/20, 10:00 AM

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

43. FPGA Belle II Trigger

Mr Steffen Bähr (KIT)

2/18/20, 11:10 AM

52. FPGA Trigger of SuperCDMS

Dr Hanno Meyer zu Theenhausen (DESY)

2/18/20, 11:50 AM

47. Xmax Reconstruction with AugerPrime using Deep Learning

Sonja Schröder (Bergische Universtität Wuppertal)

2/18/20, 12:10 PM

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

35. Bayesian Networks (exact title & title tbc)

Prof. Tilman Plehn (University Heidelberg)

2/18/20, 2:30 PM

50. Exploitation of Symmetries and prior Knowledge in Deep Learning Architectures for IceCube

Mirco Huennefeld (TU Dortmund)

2/18/20, 3:10 PM

44. Addressing domain adaptation issues with CRNNs and VERITAS data

Mr Samuel Spencer (University of Oxford)

2/18/20, 3:30 PM

45. Simulation of Extensive Air Showers with Deep Neural Networks

Marcel Köpke (Karlsruhe Institute of Technology)

2/19/20, 9:00 AM

46. Physics motivated GAN for generating fourmomenta

Mr Niclas Eich (RWTH Aachen University)

2/19/20, 9:20 AM

41. Advantages of Normalizing flows for Posterior inference

Dr Thorsten Glüsenkamp (Erlangen)