IRIS-HEP Fellow: Jeremy Ferguson
Fellowship dates: Jan – Jun, 2021
Home Institution: University of California-Berkeley
Project: Graph Methods for Particle TrackingInvestigate 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
Daniel Murnane (LBNL)
- 28 Jun 2021 - "Graph Methods for Particle Tracking", Jeremy Ferguson, IRIS-HEP Topical Meetings Recording: Graph Methods for Particle Tracking