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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