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Dortmund 2021 – wissenschaftliches Programm

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AKPIK: Arbeitskreis Physik, moderne Informationstechnologie und Künstliche Intelligenz

AKPIK 4: AKPIK III: Simulation & Application

Donnerstag, 18. März 2021, 16:00–18:15, AKPIKa

16:00 AKPIK 4.1 Deep Learning for Accelerating High Energy Physics Simulations — •Florian Rehm, Sofia Vallecorsa, Kerstin Borras, and Dirk Krücker
16:15 AKPIK 4.2 Fast simulation and validation of the Time of Propagation detector at Belle II — •Isabel Haide, James Kahn, Alex Hagen, Jan Strube, Shane Jackson, Connor Hainje, and Pablo Goldenzweig
16:30 AKPIK 4.3 GPU Accelerated IACT/Fluorescence Simulation in Atmosphere — •Dominik Baack for the CORSIKA 8 collaboration
16:45 AKPIK 4.4 The Julia programming language in Particle Physics — •Tamas Gal for the KM3NeT collaboration
17:00 AKPIK 4.5 How normalizing flows generalize the Gaussian distribution — •Thorsten Glüsenkamp
17:15 AKPIK 4.6 Error Mitigation Methods in Quantum Computing — •Tom Weber, Matthias Riebisch, Kerstin Borras, Karl Jansen, and Dirk Krücker
17:30 AKPIK 4.7 Classification of spin qubit detection events with neural networks — •Tom Struck, Javed Lindner, Arne Hollmann, Lars R. Schreiber, Floyd Schauer, Andreas Schmidbauer, and Dominique Bougeard
17:45 AKPIK 4.8 Deep Continuum Suppression with Predictive Uncertainties — •Lars Sowa, James Kahn, and Pablo Goldenzweig
18:00 AKPIK 4.9 Identification of exotic highly ionising particles at the Belle II pixel detector using unsupervised autoencodersJens Sören Lange, Stephanie Käs, and •Katharina Dort
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