SiPM Dynamic Range for CEPC Scintillator-based Electromagnetic Calorimeter

TL;DR

This study models and evaluates the SiPM dynamic range needed for a high-granularity scintillator ECAL at CEPC, demonstrating that with adequate pixels and light yield, it can achieve precise Higgs measurements.

Contribution

A new SiPM response model and correction algorithm are developed and validated for CEPC scintillator ECAL, enabling effective linearity correction up to six times the pixel count.

Findings

Model predicts SiPM response within 2% accuracy for up to 12000 photons.

Correction algorithm restores linearity for incident light pulses up to six times the pixel number.

ECAL with at least 4000 SiPM pixels meets Higgs measurement precision requirements.

Abstract

Ahigh-granularity scintillator calorimeter readout with silicon photomultipliers (SiPMs) is an electromagnetic calorimeter (ECAL) candidate for experiments at the Circular Electron Positron Collider (CEPC). A critical design parameter of this ECAL candidate is the dynamic range of the SiPMs. This study investigates the SiPM dynamic range required for the CEPC scintillator ECAL. A model is developed on the basis of the operation principles of SiPMs to describe the response of an SiPM to light pulses within one recovery period by considering the cross-talk effect, photon detection efficiency, and number of pixels. The response curve of a 10000-pixel SiPM predicted by the model is consistent with the measured curve within 2% for an incident light pulse of up to 12000 photons. The intrinsic fluctuations of the SiPM response naturally exist in this model, and the correction of the saturation effect in the SiPM response is investigated. Monte Carlo (MC) simulation shows that the algorithm can restore the response linearity of an SiPM for an incident light pulse in which the number of photons is up to around six times the number of SiPM pixels. The model and correction program are implemented for full simulation of the ZH production Z->vv, H->yy channel to evaluate the impact of the SiPM dynamic range of the CEPC scintillator ECAL on the reconstructed Higgs boson mass and the sensitivity to the Higgs signal in this channel. The results show that the CEPC scintillator ECAL equipped with no less than 4000 SiPM pixels and operated with a light yield of 20 photon-electrons per channel for a single minimum ionizing particle can meet the requirements for Higgs boson precision measurement in the di-photon channel at the CEPC.