Nature Communications (Oct 2019)

Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials

  • Koki Muraoka,
  • Yuki Sada,
  • Daiki Miyazaki,
  • Watcharop Chaikittisilp,
  • Tatsuya Okubo

DOI
https://doi.org/10.1038/s41467-019-12394-0
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 11

Abstract

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Understanding zeolite synthesis-structure relationships remains challenging owing to the number of variables involved in their preparation. Here the authors analyze zeolite synthetic records from the literature via machine learning and find communities of synthetically related materials with previously overlooked similarities.