Monte Carlo study of a single SST-1M prototype for the Cherenkov Telescope Array
arXiv:1907.08061
Abstract
The SST-1M telescope was developed as a prototype of a Small-Size-Telescope for the Cherenkov Telescope Array observatory and it has been extensively tested in Krakow since 2017. In this contribution we present validation of the Monte Carlo model of the prototype and expected performance in Krakow conditions. We focus on gamma/hadron separation and mono reconstruction of energy and gamma photon arrival direction using Machine learning methods.
8 pages, 13 figures, ICRC 2019 proceeding
References in corpus (4)
- Scikit-learn: Machine Learning in Python
- Simulation of Imaging Atmospheric Cherenkov Telescopes with CORSIKA and sim_telarray
- A New Analysis Method for Reconstructing the Arrival Direction of TeV Gamma-rays Using a Single Imaging Atmospheric Cherenkov Telescope
- An innovative silicon photomultiplier digitizing camera for gamma-ray astronomy