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Belle II Document Server

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Graph-Building and Input Feature Analysis for Edge Classification in the Central Drift Chamber at Belle II / Philipp Dorwarth ; Torben Ferber [BELLE2-MTHESIS-2024-019] Presented on 16 05 2024 MSc 2024 Karlsruhe Institute of Technology / Karlsruhe This thesis investigates components of a Graph Neural Network (GNN)-based pipeline addressing challenges of current tracking algorithms at the Belle II experiment, such as highly displaced vertices and escalating beam backgrounds. [...] Fulltext: PDF; Detailed record - Similar records

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