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
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contact
hap-workshop@physik.rwth-aachen.de
0241 8027330
Monday, February 17
Mon, Feb 17
Tue, Feb 18
Wed, Feb 19
1:00 PM
→
2:00 PM
Arrive
2:00 PM
→
3:45 PM
Beginners Tutorial Ford-Room: Deep Learning
2:00 PM
Short Welcome
10m
Speaker
:
Martin Erdmann
(
RWTH Aachen University
)
Introduction.pdf
2:10 PM
Deep Learning for Newcomers: Neural Network Basics
1h 30m
Speaker
:
Peter Fackeldey
(
III. Physikalisches Institut A, RWTH Aachen University
)
BasicDeepLearningTutorial2020.pdf
2:00 PM
→
3:45 PM
Tutorial: Generali Room: Advanced Deep Networks
2:10 PM
Graph Networks Tutorial
1h 30m
Speaker
:
Jonas Glombitza
(
RWTH Aachen University
)
Graph_network_tutorial.pdf
3:45 PM
→
4:15 PM
Coffee
4:15 PM
→
5:15 PM
Beginners Tutorial Ford-Room: Deep Learning
4:15 PM
Deep Learning for Newcomers: Neural Network Architectures
1h
Speaker
:
Peter Fackeldey
(
III. Physikalisches Institut A, RWTH Aachen University
)
BasicDeepLearningTutorial2020.pdf
4:15 PM
→
6:00 PM
Tutorial: Generali Room: Advanced Deep Networks
4:15 PM
Graph Networks Tutorial
1h 45m
Speaker
:
Jonas Glombitza
(
RWTH Aachen University
)
Graph_network_tutorial.pdf
Tuesday, February 18
Mon, Feb 17
Tue, Feb 18
Wed, Feb 19
9:00 AM
→
10:00 AM
Big Data Science in Fundamental Physics Research: Perspectives of Big Data Science
9:00 AM
Welcome to the RWTH Aachen University
20m
Speaker
:
Prof.
Carsten Honerkamp
9:20 AM
ErUM-Data: Modern Digitization in Research on Universe and Matter
40m
Speaker
:
Prof.
Thomas Kuhr
(
LMU Munich
)
BigDataAachen0320.pdf
10:00 AM
→
10:40 AM
Deep Learning
10:00 AM
Applying Dynamic Graph CNN to reconstruct the direction of electrons in JUNO
20m
Speaker
:
Mr
Hauke Schmidt
(
Hamburg
)
HAP2020_Hauke_Schmidt.pdf
10:20 AM
Identification of Cosmic Rays from Sources using Dynamic Graph Convolutional Neural Networks
20m
Speaker
:
Mr
Niklas Langner
(
RWTH Aachen University
)
HAP2020_Langner.pdf
10:40 AM
→
11:10 AM
Coffee
11:10 AM
→
1:00 PM
Deep Learning
11:10 AM
FPGA Belle II Trigger
40m
Speaker
:
Mr
Steffen Bähr
(
KIT
)
20200218_baehr_bigdata.pdf
11:50 AM
FPGA Trigger of SuperCDMS
20m
Speaker
:
Dr
Hanno Meyer zu Theenhausen
(
DESY
)
SuperCdmsFpgaTrigger.pdf
12:10 PM
Xmax Reconstruction with AugerPrime using Deep Learning
20m
Speaker
:
Sonja Schröder
(
Bergische Universtität Wuppertal
)
Xmax_AugerPrime_Schroeder.pdf
12:30 PM
1) Lowering the threshold of Tunka-Rex with autoencoder; 2) Toward Tunka-Rex Virtual Observatory
20m
Speaker
:
Dmitriy Kostunin
(
DESY
)
kostunin-dl-bd-tunkarex.pdf
1:00 PM
→
2:30 PM
Lunch
2:30 PM
→
3:50 PM
Deep Learning
2:30 PM
Bayesian Networks (exact title & title tbc)
40m
Speaker
:
Prof.
Tilman Plehn
(
University Heidelberg
)
aachen_20_Plehn.pdf
3:10 PM
Exploitation of Symmetries and prior Knowledge in Deep Learning Architectures for IceCube
20m
Speaker
:
Mirco Huennefeld
(
TU Dortmund
)
2020_02_18_HAP_Aachen.pdf
3:30 PM
Addressing domain adaptation issues with CRNNs and VERITAS data
20m
Speaker
:
Mr
Samuel Spencer
(
University of Oxford
)
Aachen ML.pdf
3:50 PM
→
4:20 PM
Coffee
4:20 PM
→
6:00 PM
Deep Learning
4:20 PM
Modern Machine Learning in Astronomy (exact title & title tbc)
40m
Speaker
:
Dr
Kai Polsterer
(
HITS Heidelberg
)
2020_Aachen_Polsterer.pdf
5:00 PM
Determining the distribution of interstellar gas with information field theory
20m
Speaker
:
Dr
Andrea Vittino
(
RWTH Aachen University
)
vittino_BigDataInAstroparticle.pdf
5:20 PM
Searching Pulsars Using Neural Networks
20m
Speaker
:
Mr
Lars Künkel
(
University Bielefeld
)
lkuenkel_aachen.pdf
5:40 PM
The Astrophysical Multimessenger Observatory Network (AMON)
20m
Speaker
:
Prof.
Miguel Mostafa
(
Penn State University
)
AMON-colloquium-BigData.pdf
7:00 PM
→
10:00 PM
Conference Dinner
Wednesday, February 19
Mon, Feb 17
Tue, Feb 18
Wed, Feb 19
9:00 AM
→
9:40 AM
Deep Learning
9:00 AM
Simulation of Extensive Air Showers with Deep Neural Networks
20m
Speaker
:
Marcel Köpke
(
Karlsruhe Institute of Technology
)
koepke.pdf
9:20 AM
Physics motivated GAN for generating fourmomenta
20m
Speaker
:
Mr
Niclas Eich
(
RWTH Aachen University
)
EichHAPWorkshop2020.pdf
9:40 AM
→
10:40 AM
Open Data, Data Centers, Computing Technology
9:40 AM
The Astro@NFDI Endevour
40m
Speaker
:
Dr
Harry Enke
(
Leibniz-Institut für Astrophysik Potsdam (AIP)
)
Astro-NFDI-endeavour.pdf
10:20 AM
Open data and machine learning in German--Russian Data Life Cycle initiative
20m
Speaker
:
Victoria Tokareva
(
KIT
)
pres_HAP_20_tokareva_1.pdf
10:40 AM
→
11:10 AM
Coffee
11:10 AM
→
11:50 AM
Open Data, Data Centers, Computing Technology
11:10 AM
Particle & Astroparticle Physics @ NFDI
40m
Speaker
:
Andreas Haungs
(
KIT
)
NFDI-HAP-Aachen-Feb2020-Haungs.pdf
11:50 AM
→
1:00 PM
Discussion on perspectives and common efforts
discussion-v3.pdf
1:00 PM
→
2:00 PM
Depart