Silicon sensors with resistive read-out: Machine Learning techniques for ultimate spatial resolution

نویسندگان

چکیده

Resistive AC-coupled Silicon Detectors (RSDs) are based on the Low Gain Avalanche Diode (LGAD) technology, characterized by a continuous gain layer, and innovative introduction of resistive read-out. Thanks to novel electrode design aimed at maximizing signal sharing, RSD2, second RSD production Fondazione Bruno Kessler (FBK), achieves position resolution whole pixel surface about 8 $\mu m$ for 200-$\mu pitch. RSD2 arrays have been tested using Transient Current Technique setup equipped with 16-channel digitizer, results spatial obtained machine learning algorithms.

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ژورنال

عنوان ژورنال: Nuclear Instruments and Methods in Physics Research

سال: 2023

ISSN: ['1872-9576', '0168-9002']

DOI: https://doi.org/10.1016/j.nima.2022.167816