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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Publications
| Title | Journal | Authors | Year |
|---|---|---|---|
| End-to-End Multi-Track Reconstruction using Graph Neural Networks at Belle II | Preprint: arXiv | Lea Reuter, Giacomo De Pietro, Slavomira Stefkova, Torben Ferber, Valerio Bertacchi, Giulia Casarosa, Luigi Corona, Patrick Ecker, Alexander Glazov, Yubo Han et al. | 2024 |
| 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 |
Master's Thesis
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Full Event Interpretation using Graph Neural Networks
Date: February 17th, 2022
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Conference Talks and Poster
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L. Reuter Seminar on End-to-End Multi-Track Reconstruction using Graph Neural Networks Pheno-Seminar ITP Heidelberg |
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L. Reuter, G. De Pietro, T. Ferber, S. Stefkova End-to-End Multi-Track Reconstruction using Graph Neural Networks in the CDC 49th B2GM at KEK |
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L. Reuter, G. De Pietro, T. Ferber, S. Stefkova Graph Neural Networks based Tracking German Belle II Meeting 2024 |
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L. Reuter, G. De Pietro, T. Ferber, S. Stefkova End-to-End Track Reconstruction using Graph Neural Networks at Belle II HelmholtzAI Conference 2024 |
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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 |
|---|---|---|
| 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 |
Conferences, Workshops & Summer Schools
| Name | Place | Date |
|---|---|---|
| 2024 Belle II Physics Week | Tsukuba, Japan | October 2024 |
| 49th Belle II General Meeting | Tsukuba, Japan | October 2024 |
| German Belle II Meeting | Hamburg, Germany | September 2024 |
| HelmholtzAI Conference 2024 | Düsseldorf, Germany | June 2024 |
| DPG Spring Meeting 2024 | Karlsruhe, Germany | March 2024 |
| Belle II F2F Tracking Meeting | Torino, Italy | January 2024 |
| 46th Belle II General Meeting | Tsukuba, Japan | October 2023 |
| German Belle II Meeting | Karlsruhe, Germany | September 2023 |
| CERN School of Computing | Tartu, Estonia | August 2023 |
| 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023) | Norfolk, VA, USA | May 2023 |
| DPG Spring Meeting 2023 | Dresden, Germany | March 2023 |
| Belle II F2F Tracking Meeting | Hamburg, Germany | January 2023 |
| Heidelberg Machine Learning Workshop | Heidelberg, Germany | December 2022 |
| German Conference of Women in Physics 2022 | Karlsruhe, Germany | March 2022 |
| German Belle II Meeting | Munich, Germany | October 2022 |
Teaching Experience
| WS 2024: | Tutor, Particle Physics I |
| 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 |
| KSETA Work Report 2024 |