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Need implementation of SiPM photon counter smearing #696

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veprbl opened this issue Jun 3, 2023 · 1 comment · May be fixed by #1064
Open

Need implementation of SiPM photon counter smearing #696

veprbl opened this issue Jun 3, 2023 · 1 comment · May be fixed by #1064
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@veprbl
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veprbl commented Jun 3, 2023

Is your feature request related to a problem? Please describe.
Current implementation of energy-dependent smearing parametrization

? m_normDist(generator) * std::sqrt(
std::pow(u_eRes[0] / std::sqrt(eDep), 2) +
std::pow(u_eRes[1], 2) +
std::pow(u_eRes[2] / (eDep), 2)

requires tuning, and procedures for that are not obvious. Smearing models grounded in our understanding of the hardware can be implemented instead.

Describe the solution you'd like
We would like to get an explicit signal smearing behavior expected for MPPC's, e.g. using formalizm described in reference
https://arxiv.org/pdf/1510.01102.pdf
This should account for low photon statistics and saturation effects.

Describe alternatives you've considered
Do sophisticated studies outside of the reconstruction framework, and tune tune resolution parameters to reproduce their results.

Additional context

@veprbl veprbl self-assigned this Sep 7, 2023
@veprbl veprbl linked a pull request Oct 9, 2023 that will close this issue
@ruse-traveler ruse-traveler added topic: calorimetry relates to calorimetry TDR:Calorimetry Relevant to calorimetry TDR wants/needs labels Mar 19, 2024
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Comment for posterity: I've added a flag indicating that this is pertinent to identified TDR wants from the calorimetry side. Namely, this might be relevant for developing HGROC-specific digitization models, which multiple subsystems expressed a desire for...

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