4 papers
ML-based Fast Simulation of FARICH Responses
Foma Shipilov, Alexander Barnyakov, Artem Ivanov +1
A fast simulation of the detector response is a vital task in high-energy physics (HEP). Traditional Monte-Carlo methods form the backbone of modern particle physics simulation sof…
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?
Ivan Karpukhin, Foma Shipilov, Andrey Savchenko
Forecasting multiple future events within a given time horizon is essential for applications in finance, retail, social networks, and healthcare. Marked Temporal Point Processes (M…
Technical Design Report of the Spin Physics Detector at NICA
The SPD Collaboration, V. Abazov, V. Abramov +411
The Spin Physics Detector collaboration proposes to install a universal detector in the second interaction point of the NICA collider under construction (JINR, Dubna) to study the…
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…