Nature Communications (Mar 2023)

Extracting particle size distribution from laser speckle with a physics-enhanced autocorrelation-based estimator (PEACE)

  • Qihang Zhang,
  • Janaka C. Gamekkanda,
  • Ajinkya Pandit,
  • Wenlong Tang,
  • Charles Papageorgiou,
  • Chris Mitchell,
  • Yihui Yang,
  • Michael Schwaerzler,
  • Tolutola Oyetunde,
  • Richard D. Braatz,
  • Allan S. Myerson,
  • George Barbastathis

DOI
https://doi.org/10.1038/s41467-023-36816-2
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 9

Abstract

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The authors demonstrate a real-time, non-invasive, far-field optical probe to monitor particle size distribution in pharmaceutical manufacturing. It characterizes the speckle scattered from the surface using machine learning weaved into optical physics.