Nature Communications (Aug 2020)

Understanding the diversity of the metal-organic framework ecosystem

  • Seyed Mohamad Moosavi,
  • Aditya Nandy,
  • Kevin Maik Jablonka,
  • Daniele Ongari,
  • Jon Paul Janet,
  • Peter G. Boyd,
  • Yongjin Lee,
  • Berend Smit,
  • Heather J. Kulik

DOI
https://doi.org/10.1038/s41467-020-17755-8
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 10

Abstract

Read online

At present there are databases with over 500,000 predicted or synthesized MOF structures, yet a method to establish whether a new material adds new information does not exist. Here the authors propose a machine-learning based approach to quantify the structural and chemical diversity in common MOF databases.