Big Data Science in Astroparticle Research - Workshop
Feb 17, 2020, 1:00 PM
→
Feb 19, 2020, 2:00 PM
Europe/Berlin
RWTH Aachen University SuperC
RWTH Aachen University SuperC
RWTH Aachen University Templergraben 57, 52062 Aachen phone:0241 8090801
Andreas Haungs
(
KIT
)
,
Martin Erdmann
Description
Helmholtz Alliance for Astroparticle Physics HAP
Arbeitskreis Physik, moderne Informationstechnologie und Künstliche Intelligenz der Deutschen Physikalischen Gesellschaft e. V. AKPIK
Poster_Big-Data_Aachen_2020_high-res.pdf
Poster_Big-Data_Aachen_2020.jpg
Poster_Big-Data_Aachen_2020_low-res.pdf
Surveys
Big Data Science in Astroparticle Research - Evaluation
Fill out
contact
hap-workshop@physik.rwth-aachen.de
0241 8027330
Monday, February 17
Mon, Feb 17
Tue, Feb 18
Wed, Feb 19
Arrive
Beginners Tutorial Ford-Room: Deep Learning
1
Short Welcome
Speaker
:
Martin Erdmann
(
RWTH Aachen University
)
Introduction.pdf
2
Deep Learning for Newcomers: Neural Network Basics
Speaker
:
Peter Fackeldey
(
III. Physikalisches Institut A, RWTH Aachen University
)
BasicDeepLearningTutorial2020.pdf
Tutorial: Generali Room: Advanced Deep Networks
3
Graph Networks Tutorial
Speaker
:
Jonas Glombitza
(
RWTH Aachen University
)
Graph_network_tutorial.pdf
Coffee
Beginners Tutorial Ford-Room: Deep Learning
4
Deep Learning for Newcomers: Neural Network Architectures
Speaker
:
Peter Fackeldey
(
III. Physikalisches Institut A, RWTH Aachen University
)
BasicDeepLearningTutorial2020.pdf
Tutorial: Generali Room: Advanced Deep Networks
5
Graph Networks Tutorial
Speaker
:
Jonas Glombitza
(
RWTH Aachen University
)
Graph_network_tutorial.pdf
Tuesday, February 18
Mon, Feb 17
Tue, Feb 18
Wed, Feb 19
Big Data Science in Fundamental Physics Research: Perspectives of Big Data Science
6
Welcome to the RWTH Aachen University
Speaker
:
Prof.
Carsten Honerkamp
7
ErUM-Data: Modern Digitization in Research on Universe and Matter
Speaker
:
Prof.
Thomas Kuhr
(
LMU Munich
)
BigDataAachen0320.pdf
Deep Learning
8
Applying Dynamic Graph CNN to reconstruct the direction of electrons in JUNO
Speaker
:
Mr
Hauke Schmidt
(
Hamburg
)
HAP2020_Hauke_Schmidt.pdf
9
Identification of Cosmic Rays from Sources using Dynamic Graph Convolutional Neural Networks
Speaker
:
Mr
Niklas Langner
(
RWTH Aachen University
)
HAP2020_Langner.pdf
Coffee
Deep Learning
10
FPGA Belle II Trigger
Speaker
:
Mr
Steffen Bähr
(
KIT
)
20200218_baehr_bigdata.pdf
11
FPGA Trigger of SuperCDMS
Speaker
:
Dr
Hanno Meyer zu Theenhausen
(
DESY
)
SuperCdmsFpgaTrigger.pdf
12
Xmax Reconstruction with AugerPrime using Deep Learning
Speaker
:
Sonja Schröder
(
Bergische Universtität Wuppertal
)
Xmax_AugerPrime_Schroeder.pdf
13
1) Lowering the threshold of Tunka-Rex with autoencoder; 2) Toward Tunka-Rex Virtual Observatory
Speaker
:
Dmitriy Kostunin
(
DESY
)
kostunin-dl-bd-tunkarex.pdf
Lunch
Deep Learning
14
Bayesian Networks (exact title & title tbc)
Speaker
:
Prof.
Tilman Plehn
(
University Heidelberg
)
aachen_20_Plehn.pdf
15
Exploitation of Symmetries and prior Knowledge in Deep Learning Architectures for IceCube
Speaker
:
Mirco Huennefeld
(
TU Dortmund
)
2020_02_18_HAP_Aachen.pdf
16
Addressing domain adaptation issues with CRNNs and VERITAS data
Speaker
:
Mr
Samuel Spencer
(
University of Oxford
)
Aachen ML.pdf
Coffee
Deep Learning
17
Modern Machine Learning in Astronomy (exact title & title tbc)
Speaker
:
Dr
Kai Polsterer
(
HITS Heidelberg
)
2020_Aachen_Polsterer.pdf
18
Determining the distribution of interstellar gas with information field theory
Speaker
:
Dr
Andrea Vittino
(
RWTH Aachen University
)
vittino_BigDataInAstroparticle.pdf
19
Searching Pulsars Using Neural Networks
Speaker
:
Mr
Lars Künkel
(
University Bielefeld
)
lkuenkel_aachen.pdf
20
The Astrophysical Multimessenger Observatory Network (AMON)
Speaker
:
Prof.
Miguel Mostafa
(
Penn State University
)
AMON-colloquium-BigData.pdf
Conference Dinner
Wednesday, February 19
Mon, Feb 17
Tue, Feb 18
Wed, Feb 19
Deep Learning
21
Simulation of Extensive Air Showers with Deep Neural Networks
Speaker
:
Marcel Köpke
(
Karlsruhe Institute of Technology
)
koepke.pdf
22
Physics motivated GAN for generating fourmomenta
Speaker
:
Mr
Niclas Eich
(
RWTH Aachen University
)
EichHAPWorkshop2020.pdf
Open Data, Data Centers, Computing Technology
23
The Astro@NFDI Endevour
Speaker
:
Dr
Harry Enke
(
Leibniz-Institut für Astrophysik Potsdam (AIP)
)
Astro-NFDI-endeavour.pdf
24
Open data and machine learning in German--Russian Data Life Cycle initiative
Speaker
:
Victoria Tokareva
(
KIT
)
pres_HAP_20_tokareva_1.pdf
Coffee
Open Data, Data Centers, Computing Technology
25
Particle & Astroparticle Physics @ NFDI
Speaker
:
Andreas Haungs
(
KIT
)
NFDI-HAP-Aachen-Feb2020-Haungs.pdf
Discussion on perspectives and common efforts
discussion-v3.pdf
Depart