IRIS-HEP Fellow: Sophia Korte
Fellowship dates: Jun – Sep, 2022
Home Institution: Florida State University
Project: Geometric Machine Learning for Particle Tracking
This project uses machine learning methods, specifically Graph Neural Networks (GNNs), as a way of reconstructing the trajectories of particles. The goal is to evaluate the performance of the GNN tracking algorithms and compare them to the CMS algorithms currently in use.
More information: My project proposal
Mentors:
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Isobel Ojalvo (Princeton University)
- 5 Oct 2022 - "Geometric Machine Learning for Particle Tracking", Sophia Korte, IRIS-HEP Fellows Presentations 2022 Recording: Geometric Machine Learning for Particle Tracking
Current Status
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