Fully automated measurement system for temperature-dependent X-ray total scattering at beamline BL04B2 at SPring-8.
Hiroki YamadaKengo NakadaMichitaka TakemotoKoji OharaPublished in: Journal of synchrotron radiation (2022)
Data-driven approaches in materials science demand the collection of large amounts of data on the target materials at synchrotron beamlines. To accurately gather suitable experimental data, it is essential to establish fully automated measurement systems to reduce the workload of the beamline staff. Moreover, the recent COVID-19 pandemic has further emphasized the necessity of automated and/or remote measurements at synchrotron beamlines. Here, the installation of a new sample changer combined with a high-temperature furnace and a fully automated alignment system on beamline BL04B2 at SPring-8 is reported. The system allows X-ray total scattering measurements of up to 21 samples at different temperatures (from room temperature to 1200°C) to be conducted without any human assistance.
Keyphrases
- room temperature
- deep learning
- machine learning
- high throughput
- high temperature
- high resolution
- big data
- electronic health record
- endothelial cells
- public health
- ionic liquid
- dual energy
- artificial intelligence
- magnetic resonance imaging
- computed tomography
- magnetic resonance
- single cell
- data analysis
- mass spectrometry
- induced pluripotent stem cells