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:
  • Isobel Ojalvo (Princeton University)

Presentations and Publications

Current Status


Contact me: