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Bonn 2020 – scientific programme

The DPG Spring Meeting in Bonn had to be cancelled! Read more ...

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T: Fachverband Teilchenphysik

T 47: Neural networks and systematic uncertainties

Wednesday, April 1, 2020, 16:30–19:00, H-HS IV

16:30 T 47.1 VISPA: Platform as a Service (PaaS) for Scientific Data AnalysisMax Beer, Friederike Butt, Niclas Eich, Martin Erdmann, Peter Fackeldey, Benjamin Fischer, •Katharina Hafner, Dennis Noll, Yannik Rath, Erwin Rudi, Alexander Temme, and Maximilian Vieweg
16:45 T 47.2 New methods for the application of neural networks in the presence of systematic uncertaintiesSimon Jörger, Günter Quast, Roger Wolf, and •Stefan Wunsch
17:00 T 47.3 Treating Uncertainties with Bayesian Neural Networks in a ttH MeasurementUlrich Husemann, Philip Keicher, Matthias Schröder, and •Nikita Shadskiy
17:15 T 47.4 Reduction of systematic uncertainties with adversarial neural networks in scope of the ttH(bb) analysis at CMS — •Simon Ehnle, Ulrich Husemann, Philip Keicher, Matthias Schröder, and Sebastian Wieland
17:30 T 47.5 Runtime optimisation of Adversarial Neural Networks in the tW dilepton channel using the ATLAS detector — •Nicolas Boeing, Ian C. Brock, and Christian Kirfel
17:45 T 47.6 Evaluation of performance gains in the training of neural networks for HEP analysis applications using GPUs — •Michael Holzbock, Günter Duckeck, and Klaus Dolag
18:00 T 47.7 Use of Deep Learning techniques in the search for the Higgs boson decay to pair of charm quarks at CMSAndrey Pozdnyakov, Xavier Coubez, Luca Mastrolorenzo, Spandal Mondal, Andrzej Novak, Alexander Schmidt, and •Guillermo Rocamora Pérez
18:15 T 47.8 Reinforcement learning for sorting jets in top pair associated Higgs boson production — •Dennis Noll, Martin Erdmann, and Benjamin Fischer
18:30 T 47.9 Multivariate analysis methods in the analysis of single top-quark production in association with a heavy boson at ATLAS — •Christian Kirfel, Ian Brock, Richard Baumann, and Piet Nogga
18:45 T 47.10 Confronting EFT with artificial neural networks in the quest for physics beyond the Standard ModelAlexander Grohsjean and •Jonas Rübenach
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