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Belle II Document Server

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1.	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
2.	Improved Particle Identification with the Belle II Calorimeter Using Machine Learning / Abtin Narimani Charan ; Torben Ferber [BELLE2-PTHESIS-2024-002] Presented on 09 02 2024 PhD 2024 Deutsches Elektronen-Synchrotron DESY / Hamburg This dissertation revolves around the utilization of Convolutional Neural Networks (CNNs) to advance Particle Identification (PID) within the Belle II Electromagnetic Calorimeter (ECL). [...] Fulltext: PDF; Detailed record - Similar records
3.	Dark sector at flavor experiments / Torben Ferber [BELLE2-TALK-DRAFT-2023-076] [BELLE2-TALK-CONF-2023-086] 29 June 2023 / FPCP2023 Dark sector at flavor experiments Fulltext: PDF; Detailed record - Similar records
4.	Anomaly Detection using Isolation Forests in Searches for Inelastic Dark Matter with a Dark Higgs at Belle II / Michael Binder ; Torben Ferber ; Giacomo De Pietro [BELLE2-UTHESIS-2023-001] Presented on 07 06 2023 BSc 2023 Institut für Experimentelle Teilchenphysik (ETP) / Karlsruhe Anomaly detection as a method enables the study of new physical phenomena. [...] Fulltext: PDF; Detailed record - Similar records
5.	Search for the Rare Decay $B^+ \to \ell^+ \nu_\ell \gamma$ with the Full Event Interpretation at the Belle II Experiment / Laura Frank ; Prof. Dr. Torben Ferber ; Prof. Dr. Guenter Quast [BELLE2-MTHESIS-2023-029] Presented on 10 12 2021 MSc 2021 KIT / Karlsruhe See thesis Fulltext: PDF; Detailed record - Similar records
6.	Anomaly Detection in Searches for Inelastic Dark Matter with a Dark Higgs at Belle II / Jonas Eppelt ; Prof. Dr. Torben Ferber ; Prof. Dr. Günter Quast [BELLE2-MTHESIS-2023-003] Presented on 14 11 2022 MSc 2022 Insitut for Experimental Particle Physics / Karlsruhe In recent years a complementary search paradigm to classical searches has gained traction in the high energy physics community. [...] Fulltext: PDF; Detailed record - Similar records
7.	Photon Reconstruction in the Belle II Calorimeter Using Graph Neural Networks / Florian Jochen Wemmer ; Prof. Dr. Torben Ferber ; Prof. Dr. Markus Klute [BELLE2-MTHESIS-2023-001] Presented on 11 11 2022 MSc 2022 Institute of Experimental Particle Physics (ETP) / Karlsruhe This thesis presents the implementation and performance of the GravNet algorithm for the photon energy reconstruction in the Belle II electromagnetic calorimeter [...] Fulltext: PDF; Detailed record - Similar records
8.	Full Event Interpretation using Graph Neural Networks / Lea Reuter ; Torben Ferber ; Günter Quast ; James Kahn ; et al [BELLE2-MTHESIS-2022-014] Presented on 17 02 2022 MSc 2022 Institute of Experimental Particle Physics / Karlsruhe The expected large dataset of the Belle~II experiment will enable precise measurements of rare decays to probe the Standard Model and searches for new physics. [...] Fulltext: PDF; Detailed record - Similar records
9.	Sensitivity Study in the Search for $B^{\pm}\to K^{\pm}a$ (displaced $a\to\gamma\gamma$) Decays at Belle II / Alexander Heidelbach ; Prof. Dr. Torben Ferber ; Prof. Dr. Günter Quast [BELLE2-MTHESIS-2022-013] Presented on 28 04 2022 MSc 2022 Institute of Experimental Particle Physics / Karlsruhe In a set of simple extensions of the Standard Model, Axion Like Particles (ALPs) arise as pseudo Nambu-Goldstone bosons of theories with a spontaneously broken Peccei-Quinn symmetry that is anomalous under the Standard Model gauge symmetry. [...] Fulltext: PDF; Detailed record - Similar records
10.	Laboratory and Simulation studies of Pulse Shape Discrimination in pure CsI and CsI(Tl) / Munira Khan ; Torben Ferber ; Kerstin Tackmann [BELLE2-MTHESIS-2022-007] Presented on 11 11 2021 MSc 2021 DESY / Hamburg In the search for physics beyond the Standard Model, research in particle physics aims to probe particle interactions at high energies and strives for better precision on measurements [...] Fulltext: PDF; Detailed record - Similar records

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