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Live Iterative Ptychography.

Dieter WeberSimeon EhrigAndreas SchroppAlexander ClausenSilvio AchillesNico HoffmannMichael BussmannRafal E Dunin-BorkowskiChristian G Schroer
Published in: Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada (2024)
We demonstrate live-updating ptychographic reconstruction with the extended ptychographical iterative engine, an iterative ptychography method, during ongoing data acquisition. The reconstruction starts with a small subset of the total data, and as the acquisition proceeds the data used for reconstruction are extended. This creates a live-updating view of object and illumination that allows monitoring the ongoing experiment and adjusting parameters with quick turn around. This is particularly advantageous for long-running acquisitions. We show that such a gradual reconstruction yields interpretable results already with a small subset of the data. We show simulated live processing with various scan patterns, parallelized reconstruction, and real-world live processing at the hard X-ray ptychographic nanoanalytical microscope PtyNAMi at the PETRA III beamline.
Keyphrases
  • electronic health record
  • working memory
  • dual energy
  • image quality
  • computed tomography
  • data analysis
  • machine learning
  • high intensity
  • artificial intelligence
  • sensitive detection