5 citations · 8 across the 3 of their papers we have counts for
3 papers
physics.ins-det2024
Scintillation pulse characterization with spectrum-inspired temporal neural networks: case studies on particle detector signals
Pengcheng Ai, Xiangming Sun, Zhi Deng +1
Particle detectors based on scintillators are widely used in high-energy physics and astroparticle physics experiments, nuclear medicine imaging, industrial and environmental detec…
physics.ins-det2023★ 3 cited
Label-free timing analysis of SiPM-based modularized detectors with physics-constrained deep learning
Pengcheng Ai, Le Xiao, Zhi Deng +6
Pulse timing is an important topic in nuclear instrumentation, with far-reaching applications from high energy physics to radiation imaging. While high-speed analog-to-digital conv…
physics.ins-det2022★ 5 cited
PulseDL-II: A System-on-Chip Neural Network Accelerator for Timing and Energy Extraction of Nuclear Detector Signals
Pengcheng Ai, Zhi Deng, Yi Wang +3
Front-end electronics equipped with high-speed digitizers are being used and proposed for future nuclear detectors. Recent literature reveals that deep learning models, especially…