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Steps towards XAFS beamline automation and remote access.

Santiago José Alejandro FigueroaDouglas Bezerra BenizJunior Cintra MauricioJames Rezende PitonStephen A ParryGiannantonio Cibin
Published in: Journal of synchrotron radiation (2018)
Although remote access to beamline synchrotron facilities is now a common operation mode at macromolecular crystallography beamlines thanks to substantial efforts in automated processes for sample preparation and handling, experiment planning and analysis, this is still not the case for XAFS beamlines. Here the experience and developments undertaken at LNLS and Diamond in automation are described, in an attempt to tackle the specific challenges posed by the high variability in experimental conditions and configurations that XAFS measurements require.
Keyphrases
  • machine learning
  • deep learning
  • high throughput
  • mass spectrometry
  • liquid chromatography