IRIS-HEP Fellow: Jeremy Ferguson

Fellowship dates: Jan – Jun, 2021

Home Institution: University of California-Berkeley

Project: Graph Methods for Particle Tracking

Investigate post-processing algorithms for the output of graph neural networks for particle tracks. Apply traditional graph algorithms and end-to-end machine learning techniques to the TrackML and ATLAS datasets to label tracks. This will allow for faster processing of particle tracks while still producing meaningful results.

More information: My project proposal

Mentors:

• Daniel Murnane (LBNL)

Presentations and Publications

• 28 Jun 2021 - "Graph Methods for Particle Tracking", Jeremy Ferguson, IRIS-HEP Topical Meetings Recording: Graph Methods for Particle Tracking

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Current Status


Contact me:

• Send me an email
  
• Visit my GitHub Repo