2 papers
hep-ex2026
What Machine Learning Can Do for Focusing Aerogel Detectors
Foma Shipilov, Alexander Barnyakov, Viktor Bobrovnikov +2
Particle identification at the Super Charm-Tau factory experiment will be provided by a Focusing Aerogel Ring Imaging CHerenkov detector (FARICH). The specifics of detector locatio…
cs.LG2024
Calibrating for the Future:Enhancing Calorimeter Longevity with Deep Learning
S. Ali, A. S. Ryzhikov, D. A. Derkach +2
In the realm of high-energy physics, the longevity of calorimeters is paramount. Our research introduces a deep learning strategy to refine the calibration process of calorimeters…