Light Source Position Reconstruction with PMT Arrays
Implemented position reconstruction algorithms based on PMT charge distributions, including center-of-gravity and PAF methods, and evaluated spatial resolution.
Research Question
How do PMT-array geometry and reconstruction methods affect light-source position estimates in liquid xenon detector studies?
My work uses PMT charge distributions to study source-position reconstruction, including charge-weighted methods and response-based approaches. The associated 55-PMT readout platform connects waveform processing with event-level light patterns.
My Work
- Developed and evaluated position-reconstruction algorithms using PMT charge distributions.
- Used Geant4 simulations to study reconstruction performance.
- Connected channel-level charge extraction with array-level position estimates.
Array Performance and Scope
The 55-channel R11410 array achieved an overall spatial resolution of approximately 0.66 mm in array performance tests. My responsibilities covered hardware development, DAQ, calibration, Geant4 optical simulation, and reconstruction analysis. I compared center-of-gravity, template-matching, light-response-function, and machine-learning methods. This array result is not a full liquid-xenon TPC resolution.
Related Work
- B.S. thesis (2026): Development and Testing of R12699 and R11410 PMT Arrays: A Comparative Study of Position-Reconstruction Algorithms. Outstanding Undergraduate Thesis Award, Jilin University.
- 55-PMT readout platform
- ROOT waveform analysis framework