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Göttingen 2025 – scientific programme

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T: Fachverband Teilchenphysik

T 97: Data, AI, Computing, Electronics IX (AI-based Object Reconstruction)

Friday, April 4, 2025, 09:00–10:30, VG 2.102

09:00 T 97.1 Hit-Filtering with Graph Neural Networks for Tracking at Belle II — •Greta Heine, Giacomo De Pietro, and Torben Ferber
09:15 T 97.2 End-to-End Multi-Track Reconstruction using Graph Neural Networks at Belle II — •Lea Reuter, Giacomo De Pietro, and Torben Ferber
09:30 T 97.3 Graph Neural Networks for Track Reconstruction at the ATLAS Event Filter — •Giulia Fazzino, Sebastian Dittmeier, and André Schöning
09:45 T 97.4 GCNN-based Hybrid Reconstruction of Cosmic Rays with IceAct and IceCube — •Lars Marten, Philipp Behrens, Shuyang Deng, Lasse Düser, Jonas Häußler, Lars Heuermann, Sönke Schwirn, Philipp Soldin, Julian Vogt, and Christopher Wiebusch
10:00 T 97.5 Advanced Northern Tracks Selection using a Graph Convolutional Neural Network for the IceCube Neutrino Observatory: Network Architecture — •Philipp Soldin, Philipp Behrens, Jakob Böttcher, Shuyang Deng, Lasse Düser, Philipp Fürst, Leon Hamacher, Michael Handt, and Christopher Wiebusch for the IceCube collaboration
10:15 T 97.6 Exploring position reconstruction of HPGe detector events in LEGEND with a deep neural network — •Christoph Seibt and Aobo Li
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