2 papers
physics.ins-det2026
Machine learning methods for subpixel trajectory reconstruction in discretized position detectors
Matthew Mark Romano, Zhengzhi Liu, JungHyun Bae
The paper evaluates machine‑learning approaches, especially transformer neural networks, for reconstructing subpixel particle trajectories in discretized scintillator detector arra…
physics.ins-det2025
Algorithms for Achieving Subpixel Resolution in Muon Tomography
Matthew Mark Romano, JungHyun Bae, Paul Cantonwine
We show that machine learning methods produce superior particle position reconstruction accuracy in scintillation-based detectors.