IRIS-HEP Fellow: Jack P. Rodgers



Fellowship dates: May – Jul, 2025

Home Institution: Purdue University


Project: One Flow to Unfold Them All: Unfolding quantities with a single normalizing flow

In the LHC (or any detector), measurements are made on physical observables by a number of instruments (ECAL, HCAL, etc.) which ultimately have an intrinsic resolution constraint, limiting how well we can extract the true physical observables of our particles. This project attempts to use normalizing flows to transform our detected distributions to the pre-detector (truth) distributions, conditioning on a binary label of representing reco/gen.



More information: My project proposal

Mentors:

  • Massimiliano Galli (Princeton University)

Presentations and Publications
  • - "", Jack P. Rodgers,
Current Status
In Progress

Contact me: