Speaker
Description
Muon-Induced X-ray Emission (MIXE) is considered the only technique that allows for non-destructive elemental analysis of the bulk of a sample, with depth-profiling capabilities. Powered by the high-rate continuous muon beam from the Swiss Muon Source (S$\mu$S) at PSI, MIXE has undergone a remarkable revival [1] and has already demonstrated significant advancements [2–4]. To further strengthen PSI’s role in this field, we collaborated with the Swiss Data Science Center (SDSC) to develop SAMURAI (Smart Analysis of MUonic X-rays with Artificial Intelligence) [5], an AI-based algorithm that automates data analysis and addresses the speed limitations of manual processing. In addition, a TWIN-GEM TPC [6] has been integrated to precisely track muon trajectories, thereby enabling the transition to 2D imaging and even 3D tomography. Feasibility tests conducted at PSI using multi-layer targets have demonstrated the practicality and effectiveness of this approach. These advancements pave the way for element-specific imaging, positioning MIXE as a unique and powerful tool for non-destructive, depth-resolved elemental analysis across diverse scientific fields.
[1] Biswas S. et al., Appl. Sci. 12(5), 2541 (2022).
[2] Biswas S. et al., Herit Sci, 2023, 11, 43.
[3] Beda A. Hofmann et al., J. Archaeol. Sci., 2023, 157, 105827.
[4] Q. Edouard et al., J. Mater. Chem. A, 2025, 13, 2275-2284.
[5] T. Kacprzak et al., arXiv:2504.04609.
[6] F. García et al., NIM-A, 2018, 884, 18-24.
| xiao.zhao@psi.ch | |
| Funding Agency | Swiss National Science Foundation (SNSF) |
| Supervisors Name | Thomas Prokscha |
| Supervisors Email | thomas.prokscha@psi.ch |
| Did you request an Invitation Letter for a Visitors Visa Application | Yes |