Electron Energy Regression in the CMS High-Granularity Calorimeter Prototype

1 code implementation • 12 Sep 2023 • Roger Rusack, Bhargav Joshi, Alpana Alpana, Seema Sharma, Thomas Vadnais

We present a new publicly available dataset that contains simulated data of a novel calorimeter to be installed at the CERN Large Hadron Collider.

Image Reconstruction Position +1

Predicting the Future of the CMS Detector: Crystal Radiation Damage and Machine Learning at the LHC

1 code implementation • 23 Mar 2023 • Bhargav Joshi, Taihui Li, Buyun Liang, Roger Rusack, Ju Sun

The transparency of each crystal is monitored with a laser monitoring system that tracks changes in the optical properties of the crystals due to radiation from the collision products.