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Simulating Silicon Photomultiplier Response to Scintillation Light
Abhinav K Jha1, Herman T van Dam2, Matthew A Kupinski3
1College of Optical Sciences, University of Arizona, Tucson AZ 85721 USA.
Summary
We developed a Monte Carlo model to accurately simulate Silicon Photomultiplier (SiPM) responses to scintillation light, accounting for complex factors like overvoltage and temperature variations for better detector performance analysis.
Area of Science:
- Nuclear Instrumentation
- Photon Detection Technologies
Background:
- Silicon Photomultipliers (SiPMs) exhibit complex responses to optical signals, influenced by parameters like efficiency, crosstalk, and afterpulsing.
- These parameters are often dependent on operational factors such as overvoltage and temperature, complicating their use in scintillation detection.
Purpose of the Study:
- To develop a comprehensive Monte Carlo (MC) model for simulating SiPM response to scintillation light pulses.
- To incorporate previously unaddressed SiPM response aspects and accurately model the non-linear relationship between incident light and SiPM output.
Main Methods:
- A combined discrete-time, discrete-event Monte Carlo (MC) model was developed.
- Analytic expressions for single-photoelectron response and microcell voltage drop were derived and validated.
- The model accounts for time-varying overvoltage and its impact on SiPM parameters.
Main Results:
- The MC model accurately simulates SiPM response, incorporating variations with overvoltage and temperature.
- Validation against experimental measurements on SiPM-based scintillation detectors confirmed model accuracy.
- The model successfully predicted detector response to various scintillators.
Conclusions:
- The proposed MC model provides a robust tool for simulating SiPM behavior in scintillation detection.
- It enables accurate prediction of detector performance and analysis of SiPM parameter variations.
- This work advances the understanding and application of SiPMs in scientific research.
Keywords:
Circuit transient analysisMonte Carlo modelelectrical characteristicssilicon photomultipliersingle-photoelectron response
