$\mu$TRec: A Muon Trajectory Reconstruction Algorithm for Enhanced Scattering Tomography
$\mu$TRec: A Muon Trajectory Reconstruction Algorithm for Enhanced Scattering Tomography
Cosmic ray muons enable non-invasive imaging of dense structures through multipleCoulomb scattering (MCS), with scattering angles dependent on atomic number (Z). Traditional algorithms like Point of Closest Approach (PoCA) assume single scattering, limiting accuracy. This work presents the $\mu$TRec algorithm, which models muon paths using a Bayesian approach with Gaussian approximations, accounting for MCS and energy loss. $\mu$TRec is applied to simulate muon imaging of dry storage casks (DSCs) used for spent nuclear fuel, with four loading configurations: fully loaded, one row missing, one assembly missing, and half assembly missing. The results demonstrate improved accuracy and resolution in identifying missing assemblies compared to conventional methods. It is observed that the $\mu$TRec algorithm exhibits markedly superior performance over the classical PoCA method achieving respective improvements of 122% in signal-to-noise ratio (SNR), 35% in contrast-to-noise ratio (CNR), and 201% in detection power (DP) for the case of one missing fuel assembly with a muon flux of $10^6$ and a voxel size of 5 cm. Furthermore, {\mu}TRec supports high-resolution reconstruction with voxel sizes as small as 1 cm which enables the accurate localization of structural components such as the 2.5 cm thick steel canister. Notably, $\mu$TRec is also capable of reliably detecting a single missing fuel assembly at a muon flux as low as $10^5$, a task that remains infeasible using PoCA under the same conditions.
Reshma Ughade、Stylianos Chatzidakis
School of Nuclear Engineering, Purdue University, West Lafayette, IN, USASchool of Nuclear Engineering, Purdue University, West Lafayette, IN, USA
核燃料、核燃料生产粒子探测技术、辐射探测技术、核仪器仪表物理学
Reshma Ughade,Stylianos Chatzidakis.$\mu$TRec: A Muon Trajectory Reconstruction Algorithm for Enhanced Scattering Tomography[EB/OL].(2025-05-07)[2025-06-25].https://arxiv.org/abs/2505.04821.点此复制
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