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Karlsruhe 2024 – scientific programme

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T: Fachverband Teilchenphysik

T 43: Data, AI, Computing 3 (pointclouds & graphs)

Tuesday, March 5, 2024, 16:00–18:15, Geb. 30.33: MTI

16:00 T 43.1 CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter SimulationErik Buhmann, Sascha Diefenbacher, Engin Eren, Frank Gaede, Gregor Kasieczka, •Anatolii Korol, William Korcari, Katja Krüger, and Peter McKeown
16:15 T 43.2 Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information — •Joschka Birk, Erik Buhmann, Cedric Ewen, Gregor Kasieczka, and David Shih
16:30 T 43.3 Graph Neural Network based Hit Classification for Tracking at Belle II — •Greta Heine, Torben Ferber, Lea Reuter, and Slavomira Stefkova
16:45 T 43.4 Graph Neural Network based Tracking at Belle II — •Lea Reuter, Giacomo De Pietro, Torben Ferber, and Slavomira Stefkova
17:00 T 43.5 Search for fractionally charged particles with Graph Neural Networks — •Alexander Sandrock and Timo Stürwald
17:15 T 43.6 Photon Reconstruction with Graph Neural Networks at Beamdump Experiments — •Kylian Schmidt, Torben Ferber, Alexander Heidelbach, Jan Kieseler, and Markus Klute
17:30 T 43.7 Improvement of GNN energy regression for KM3Net/ORCA with weighted training samples — •Bastian Setter for the ANTARES-KM3NET-ERLANGEN collaboration
17:45 T 43.8 Enhancing Neutrino Event Classification in the IceCube Observatory Using a Neural-Network Approach — •Philipp Soldin, Jakob Böttcher, Philipp Fürst, Erik Ganster, Michael Handt, Johanna Hermannsgabner, and Christopher Wiebusch
  18:00 T 43.9 The contribution has been withdrawn.
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