IRIS-HEP Fellow: Santiago Ampudia Castelazo



Fellowship dates: Jun – Sep, 2025

Home Institution: Stanford University


Project: Beam-Induced Background Simulations at Muon Colliders

The project aims to improve the accuracy of Beam-Induced Background (BIB) simulations at muon colliders by tracking parent muon information and grouping decay products accordingly, preserving essential correlations and asymmetries. It will develop a generative neural network to model and synthetically reproduce high-dimensional BIB events, enabling more reliable background estimates for detector design and physics studies.



More information: My project proposal

Mentors:

  • Simone Pagan Griso (LBNL)

  • Angira Rastogi (LBNL)

Presentations and Publications
  • - "", Santiago Ampudia Castelazo,
Current Status
A placeholder for status updates

Contact me: