Lea Reuter
Information
| Institute: | ETP |
| Building: | 30.32 |
| Room: | 9-22 |
| Phone: | +49 721 608 43418 |
| Email: | Lea.Reuter#kit.edu |
| Supervisor: | Prof. Dr. Torben Ferber |
| Supervisor: | Prof. Dr. Markus Klute |
PhD Topics
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Master's Thesis
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Full Event Interpretation using Graph Neural Networks
Date: February 17th, 2022
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Publications
| Title | Journal | Authors | Year |
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| Real-time Graph Building on FPGAs for Machine Learning Trigger Applications in Particle Physics | Computing and Software for Big Science 8 | Marc Neu, Juergen Becker, Philipp Dorwarth, Torben Ferber, Lea Reuter, Slavomira Stefkova, Kai Unger | 2023 |
| Learning tree structures from leaves for particle decay reconstruction | Machine Learning: Science and Technology 3 | James Kahn, Ilias Tsaklidis, Oskar Taubert, Lea Reuter, Giulio Dujany, Tobias Boeckh; Arthur Thaller, Pablo Goldenzweig, Florian Bernlochner, Achim Streit et al. | 2022 |
Conferences and Talks
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L. Reuter, G. De Pietro, T. Ferber, S. Stefkova Graph Neural Network based Tracking at Belle II DPG Spring Meeting 2024 |
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L. Reuter, G. De Pietro, T. Ferber, S. Stefkova Graph Neural Network based Track Finding Belle II F2F Tracking Meeting Torino 2024 |
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L. Reuter, T. Ferber, S. Stefkova Graph Neural Network based Track Finding in the CDC German Belle II Meeting 2023 |
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L. Reuter, T. Ferber, S. Stefkova CDCTRG GNN based Track Finding in the CDC Belle II General Meeting 2023 |
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L. Reuter, P. Dorwarth, T. Ferber, S. Stefkova Graph Neural Network based Track Finding in the Central Drift Chamber at Belle II CHEP 26th International Conference on Computing in High Energy & Nuclear Physics 2023 |
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L. Reuter, P. Dorwarth, T. Ferber, S. Stefkova Graph Neural Network based Track Finding in the Central Drift Chamber at Belle II DPG Spring Meeting 2023 |
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L. Reuter, P. Dorwarth, T. Ferber, S. Stefkova GNN Tracking Belle II F2F Tracking Meeting Hamburg 2023 |
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L. Reuter, P. Dorwarth, T. Ferber, S. Stefkova GNN-based Track and Vertex Finding at Belle II DPT 2022 |
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L. Reuter, P. Dorwarth, T. Ferber, S. Stefkova CDCTRG GNN Based Tracking Belle II General Meeting 2022 |
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J. Cerasoli, G. Dujany, J. Kahn, I. Tsaklidis, O. Taubert, L. Reuter, T. Boeckh; A. Thaller, P. Goldenzweig, T. Ferber A graph neural network for B decays reconstruction at Belle II (Poster) ACAT 2022 |
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L. Reuter, P. Dorwarth, T. Ferber, S. Stefkova GNN-based Track- and Vertex-Finding German Belle II Meeting 2022 |
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L. Reuter, J. Kahn, I. Tsaklidis, O. Taubert, G. Dujany, T. Boeckh; A. Thaller, P. Goldenzweig, T. Ferber Particle Decay Tree Reconstruction with Graph Neural Networks (Poster) ACAT 2021 |
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L. Reuter, I. Tsaklidis, J.Kahn, P. Goldenzweig graFEI: Full Event Interpretation using Graph Neural Networks at Belle II DPG Spring Meeting 2021 |
Awards and Prizes
| Title | Awarder | Year |
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| 1st Place for Best Poster | CHEP | 2023 |
Outreach Experience
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Designed the Lego Belle II mini detector L. Reuter, G. De Pietro, M. Bauer 2023 |
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Effekte: Code of the Universe Worked on Posters, Virtual Reality Supervising, Belle II Masterclass 2022 |
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Developed Belle II Masterclass J. Eppelt, I. Haide, F. Gostner, A. Heidelbach, L. Reuter 2022 |
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Part of the KIT Belle II VR Team L. Reuter, I. Haide, G. De Pietro, M. Bauer, G. Heine, A. Heidelbach |
Workshops & Summer Schools
| 20.08.23-02.09.23 | CERN School of Computing, Tartu |
| 19.12.22 | Heidelberg Machine Learning Workshop |
Teaching Experience
| WS 2023: | Tutor, Advanced Physics Lab Courses |
| WS 2022: | Tutor, Advanced Physics Lab Courses |
| SS 2022: | Tutor, Modern Experimental Physics III, Particles and Hadrons |
| SS 2021: | Tutor, Modern Experimental Physics III, Particles and Hadrons |
Work Reports (internal)
| KSETA Work Report 2022 |
| KSETA Work Report 2023 |