A trained neural network reconstructs LED-spot positions on a 2x2 LG-SiPM tile with 2.4-3.5x lower mean error than the standard linear formula, but this gain mostly corrects systematic distortion, not intrinsic noise.
Title resolution pending
1 Pith paper cite this work, alongside 20 external citations. Polarity classification is still indexing.
1
Pith paper citing it
20
external citations · OpenAlex
fields
physics.ins-det 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Position-Sensitive Silicon Photomultiplier Array with Enhanced Position Reconstruction by means of a Deep Neural Network
A trained neural network reconstructs LED-spot positions on a 2x2 LG-SiPM tile with 2.4-3.5x lower mean error than the standard linear formula, but this gain mostly corrects systematic distortion, not intrinsic noise.