Belle II Document Server 31 records found  1 - 10nextend  jump to record: Search took 0.00 seconds. 
1. Improved Clustering with Graph Neural Networks on FPGAs for the Electromagnetic Calorimeter Trigger at Belle II / Isabel Haide ; Marc Neu ; Torben Ferber [BELLE2-TALK-CONF-2024-020] 12 min
27 February 2024
/ DPG Spring Meeting 2024
For the Belle II experiment, beam background plays a very impactful role, especially on the hardware trigger level [...]
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2. Graph Neural Network based Hit Classification for Tracking at Belle II / Greta Heine ; Torben Ferber ; Lea Reuter ; Slavomira Stefkova [BELLE2-TALK-CONF-2024-018] 12min
26 February 2024
/ DPG Spring Meeting 2024
Over the next few years, the Belle II Experiment will increase its instantaneous luminosity, which will also lead to a significant increase in the beam background, affecting the efficiency of both online and offline tracking algorithms. [...]
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3. 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). [...]
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4. 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
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5. 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. [...]
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6. 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
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7. 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. [...]
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8. 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 [...]
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9. 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. [...]
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10. 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. [...]
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