Scientific users of X-ray FELs require a wide range of custom photon beam parameters to be delivered within a limited window of time and maintained for the duration of the experiment. In addition, an increasing array of experiments require dynamic control over multiple aspects of the beam during the experiment. This requires precise adjustment of numerous coupled parameters in the...
The synchrotron SOLEIL offers to its Users a diverse range of experimental techniques for characterizing various forms of matter in multidisciplinary environments. The upcoming SOLEIL II Project [1] aims to introduce enhanced performance and operational modes, not only in its accelerators but also in the experimental techniques on the beamlines. Automation has been prioritized to meet the...
The forthcoming deployment of the High Energy Photon Source (HEPS), a fourth-generation light source, is set to produce an unprecedented volume of data, with estimates reaching hundreds of terabytes daily. This development signifies a considerable shift in synchrotron radiation technology and experimental approaches, transitioning from the previously straightforward data transmission...
Package ParSeq is a python software library for _Parallel execution of _Sequential data analysis. It implements a general analysis framework that consists of transformation nodes – intermediate stops along the analysis propagation to visualize data, display status and provide user input – and transformations that connect the nodes. It provides an adjustable data model (a collection of data...
InfraRed Adaptive Optics and Machine Learning Optimization for HyperSpectral Imaging
Vishnu Muruganandan, Samuel Pinilla^, Jaehoon Cha^, Siu-lun Yeung^, Jeyan Thiyagalingam^,
Douglas Winter, Oliver copping, Robert Rambo, and Gianfelice Cinque*⁰
- Diamond Light Source, Harwell Science and innovation Campus, Chilton-Didcot OX11 0DE - U.K.
^ Scientific Machine Learning at STFC, Harwell...
Today, light source facilities worldwide are evolving into the fourth generation, equipped with diffraction-limited storage rings that have much higher brightness, much lower emittance, and much better coherence. Thanks to such evolution, experiments are transitioning from two-dimensional static characterization into high-throughput, multimodal, ultrafast, and in-situ experiments with dynamic...
