Published March 28, 2022 | Version v2.0

Dataset and structure database for an ML model to predict diffusivity in ZIF variants

Authors/Creators

  • 1. National Centre for Scientific Research "Demokritos"

Description

This dataset accompanies the publication titled "Data Mining for Predicting Gas Diffusivity in Zeolitic-imidazolate Frameworks (ZIFs)" (DOI: https://doi.org/10.1039/D2TA02624D)

ESI_2_dataset.xlsx: Descriptors for all ZIFs of the publication and simulations output, in the form of diffusivities of gas molecules (He up to iso-butane), in all ZIFs.

ZIF_database.zip: ZIP file containing all ZIFs prepared by the authors (as discussed in the publication), through various units replacements, in the SOD topology, in .pdb format.

Files

ZIF_database.zip

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Additional details

Funding

European Commission
SmartDeZIgn - Smart Design Tool of High Performing ZIF Membranes for Important CO2-Related Separations 894585