Statistic scan for neural network training.
- TensorFlow with Keras
- Training and testing based on simulation for:
- CERN 18
- run 403, 7 GeV/c pi/p @ 20 degree polar angle
- geometrical reconstruction
- delta t selection with s = 0.5 ns
- Cherenkov angle selection = 50 mrad
- with beam direction correction
- with per-PMT Cherenkov angle correction
Max accuracy: 97% (corresponds to 3.8 s. d.)
Neural network structure:
