Using machine learning to speed up new and upgrade detector studies: a calorimeter case Fedor Ratnikov, Denis Derkach, Alexey Boldyrev, Andrey Shevelev, Pavel Fakanov and Leonid Matyushin EPJ Web Conf., 245 (2020) 02019 Published online: 16 November 2020 DOI: 10.1051/epjconf/202024502019