Orateur
Description
As a brief introduction, the Semi Digital Hadronic Calorimeter (SDHCAL) is a concept of a gaseous hadronic calorimeter based on Resistive Plate Chamber (RPC) technology, originally designed for the future linear collider ILC. In the context of future circular colliders such as FCC and CEPC, an upgraded version - the Timing-SDHCAL (T-SDHCAL) - is currently under development. It incorporates precise timing capabilities provided by Multi-Gap RPC (MRPC) technology.
During this talk, I will give an overview of my PhD research. The first part focuses on the design, construction, and characterization of several 50cm × 30cm MRPC prototypes. The second part explores the use of deep learning techniques to improve the reconstruction of the energy of incoming particles.