Simulating the time projection chamber responses at the MPD detector using generative adversarial networks

Abstract High energy physics experiments rely heavily on the detailed detector simulation models in many tasks. Running these detailed models typically requires a notable amount of the computing time available to the experiments. In this work, we demonstrate a new approach to speed up the simulation...

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Bibliographic Details
Main Authors: A. Maevskiy, F. Ratnikov, A. Zinchenko, V. Riabov
Format: Article
Language:English
Published: SpringerOpen 2021-07-01
Series:European Physical Journal C: Particles and Fields
Online Access:https://doi.org/10.1140/epjc/s10052-021-09366-4