Towards real-time analysis of liquid jet alignment in serial femtosecond crystallography

© Jaydeep Patel et al. 2022.

Détails bibliographiques
Publié dans:Journal of applied crystallography. - 1998. - 55(2022), Pt 4 vom: 01. Aug., Seite 944-952
Auteur principal: Patel, Jaydeep (Auteur)
Autres auteurs: Round, Adam, Bielecki, Johan, Doerner, Katerina, Kirkwood, Henry, Letrun, Romain, Schulz, Joachim, Sikorski, Marcin, Vakili, Mohammad, de Wijn, Raphael, Peele, Andrew, Mancuso, Adrian P, Ab Bey, Brian
Format: Article en ligne
Langue:English
Publié: 2022
Accès à la collection:Journal of applied crystallography
Sujets:Journal Article automation image processing liquid jet alignment machine vision
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520 |a Liquid sample delivery systems are used extensively for serial femtosecond crystallography at X-ray free-electron lasers (XFELs). However, misalignment of the liquid jet and the XFEL beam leads to the X-rays either partially or completely missing the sample, resulting in sample wastage and a loss of experiment time. Implemented here is an algorithm to analyse optical images using machine vision to determine whether there is overlap of the X-ray beam and liquid jet. The long-term goal is to use the output from this algorithm to implement an automated feedback mechanism to maintain constant alignment of the X-ray beam and liquid jet. The key elements of this jet alignment algorithm are discussed and its performance is characterized by comparing the results with a manual analysis of the optical image data. The success rate of the algorithm for correctly identifying hits is quantified via a similarity metric, the Dice coefficient. In total four different nozzle designs were used in this study, yielding an overall Dice coefficient of 0.98 
650 4 |a Journal Article 
650 4 |a automation 
650 4 |a image processing 
650 4 |a liquid jet alignment 
650 4 |a machine vision 
700 1 |a Round, Adam  |e verfasserin  |4 aut 
700 1 |a Bielecki, Johan  |e verfasserin  |4 aut 
700 1 |a Doerner, Katerina  |e verfasserin  |4 aut 
700 1 |a Kirkwood, Henry  |e verfasserin  |4 aut 
700 1 |a Letrun, Romain  |e verfasserin  |4 aut 
700 1 |a Schulz, Joachim  |e verfasserin  |4 aut 
700 1 |a Sikorski, Marcin  |e verfasserin  |4 aut 
700 1 |a Vakili, Mohammad  |e verfasserin  |4 aut 
700 1 |a de Wijn, Raphael  |e verfasserin  |4 aut 
700 1 |a Peele, Andrew  |e verfasserin  |4 aut 
700 1 |a Mancuso, Adrian P  |e verfasserin  |4 aut 
700 1 |a Ab Bey, Brian  |e verfasserin  |4 aut 
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