Development of an automated X-ray tomography measurement system with a temporal resolution of 10 ms
Abstract
Abstract Statistical methods, including machine learning, require large amounts of input data. When imaging data are used, minimizing measurement time becomes especially important. To address this, we developed an automated system that reduces the acquisition time of X-ray tomography with synchrotron radiation. Using this system, we successfully observed the fracture process of rubber materials at a temporal resolution of 10 ms. This work is expected to support the advancement of materials informatics, particularly for studying non-equilibrium states.
Fields of Study & Subjects
Machine Learning in Materials Science
Advanced X-ray Imaging Techniques
Advanced X-ray and CT Imaging
Publication details
- Journal / source
- Japanese Journal of Applied Physics
- Publisher
- IOP Publishing
- Volume
- 65
- Issue
- 2
- Pages
- 020904–020904
- Publication date
- 7 January 2026