Isabel Haide
Information
| Institute: | ETP |
| Building: | 30.32 |
| Room: | 9-2 |
| Email: | Isabel.Haide#kit.edu |
| Supervisor: | Prof. Dr. Torben Ferber |
Research Project
| Preliminary title: Algorithm Development for Trigger Clustering in the Electromagnetic Calorimeter at Belle II
Supervisor: Prof. Dr. Torben Ferber Second Supervisor: Prof. Dr. Markus Klute |
Master's Thesis
|
Fast Simulation and Validation of the Time of Propagation
Detector at the Belle II Experiment
Date: July 16th, 2021
|
Publications
Reviewed Publications
| [1] |
F. Wemmer, I. Haide et al. Photon Reconstruction in the Belle II Calorimeter Using Graph Neural Networks. Comput. Softw. Big Sci., 7(1):13, 2023. [ bib | DOI | arXiv ] |
Preprints
| [1] |
Alex Hagen, Shane Jackson, James Kahn, Jan Strube, Isabel Haide, Karl
Pazdernik, and Connor Hainje. Accelerated Computation of a High Dimensional Kolmogorov-Smirnov Distance. arXiv Preprint, 2021. [ bib | arXiv ] |
Conference Talks
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I. Haide, M. Neu, T. Ferber, V. Dajaku, T. Justinger, T. Rädler Real-time clustering with GNNs - first (operational) experience Glühweinworkshop 2024 |
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I. Haide, M.Neu, T.Justinger, T. Ferber Status and Implementation of the GNN Object Condensation Algorithm for the ECL Trigger 49th Belle II General Meeting - TRG Parallel Session |
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I. Haide, M.Neu, T.Justinger, T. Ferber Object Condensation with Graph Neural Networks for the ECL Trigger - Status and Implementation German Belle II Meeting 2024 |
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I. Haide, M.Neu, T. Ferber Object Condensation with GNNs for the ECL Trigger 48th Belle II General Meeting - TRG Parallel Session |
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I. Haide, M.Neu, T. Ferber Real-time Clustering with GNNs for the Electromagnetic Calorimeter Trigger at Belle II Workshop on Fast Realtime Systems and Realtime Machine Learning 2024 |
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I. Haide, T. Ferber Improved Clustering with Graph Neural Networks on FPGAs for the Electromagnetic Calorimeter Trigger at Belle II DPG 2024 |
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I. Haide for the Belle II Collaboration ML Usage in basf2 BPAC |
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I. Haide, T. Ferber GNN Clustering on Triggercells for the ECL Trigger 46th Belle II General Meeting - TRG Parallel Session |
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I. Haide, T. Ferber Improving ECL Clustering on Trigger Level with Object Condensation German Belle II Meeting 2023 |
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I. Haide, T. Ferber Object Condensation for the Belle II Electromagnetic Calorimeter 45th Belle II General Meeting - TRG Parallel Session |
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I. Haide, F. Wemmer, J. Eppelt, T. Ferber Improved Clustering in the Belle II Electromagnetic Calorimeter with Graph Neural Networks 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023) |
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I. Haide, T. Ferber Object Condensation for Reconstruction 44th Belle II General Meeting - Parallel Session |
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I. Haide, T. Ferber Improving ECL Clustering with Object Condensation German Belle II Meeting 2022 |
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I. Haide, P. Goldenzweig, T. Ferber Fast Particle Reconstruction in the Belle II Experiment with Graph Neural Networks DPG Spring Meeting 2022 |
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I. Haide, J. Kahn, A. Hagen, J. Strube, S. Jackson, C. Hainje Accelerated Computation of a High-Dimensional Kolmogorov-Smirnov Distance (Poster) ACAT 2021 |
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I. Haide, J. Kahn, A. Hagen, J. Strube, S. Jackson, C. Hainje, P. Goldenzweig Fast simulation and validation of the Time of Propagation Detector at Belle II DPG Spring Meeting 2021 |
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J. Kahn, A. Hagen, I. Haide, J. Strube, S. Jackson, C. Hainje A Proposed d Dimensional Kolmogorov-Smirnov Distance Machine Learning and the Physical Sciences workshop at NeurIPS 2020 |
Conferences and Summer Schools
| Name | Place | Date |
|---|---|---|
| 50th Belle II General Meeting | Tsukuba, Japan | February 2025 |
| German Belle II Meeting | Karlsruhe, Germany | September 2024 |
| 48th Belle II General Meeting | Tsukuba, Japan | June 2024 |
| Workshop on Realtime Machine Learning | Giessen | April 2024 |
| DPG Spring Meeting 2024 | Karlsruhe | March 2024 |
| 46th Belle II General Meeting | Tsukuba, Japan | October 2023 |
| German Belle II Meeting | Karlsruhe, Germany | October 2023 |
| 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023) | Norfolk, VA, USA | May 2023 |
| Global Young Scientists Summit | Singapore | January 2023 |
| German Belle II Meeting | Munich, Germany | October 2022 |
| Thematic Cern School of Computing | Cargese, Corse | May 2022 |
| DPG Spring Meeting 2022 | Virtual | March 2022 |
| 20th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2021) | Virtual | November 2021 |
Teaching Experience
| Date | Responsibility | Course |
|---|---|---|
| WS2024 | Head for Project Tutorial | Programmieren und Algorithmen |
| SS2023 | Design and Tutoring | Blockpraktikum: ETP Data Science |
| WS2022 | Tutor | Advanced Physics Lab Courses |
| SS2022 | Tutor | Advanced Physics Lab Courses |
| WS2020 | Tutor | Elementary Physics Lab Courses |
| SS2020 | Tutor | Elementary Physics Lab Courses |
| SS2019 | Tutor | Elementary Physics Lab Courses |
| WS2016 | Tutor | Theoretical Physics 1 |
Outreach and Organizational Projects
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DPG 2024 - Team Food One of three members of the main organizational team responsible for food, coffee breaks and welcome evening at the DPG 2024 |
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Belle II FSP Meeting 2023 Part of the main organization of the Belle II FSP Meeting 2023 at KIT |
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Effekte: Code of the Universe Design of Posters, VR Supervision, Belle II Masterclass |
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Masterclass for Belle II Reconstruction Design of a Masterclass based on the Belle II Reconstruction, focused on explaining the main detection techniques at particle physics experiments |
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Deutsche Physikerinnentagung 2022 Head of Team Design and Marketing |
Work Reports (internal)
| KSETA Work Report 2022 |
| KSETA Work Report 2023 |
| KSETA Work Report 2024 |