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Flexible and Transferable ab Initio Force Field for Zeolitic Imidazolate Frameworks: ZIF-FF.

Tingting WengJ R Schmidt
Published in: The journal of physical chemistry. A (2019)
We have developed a transferable ab initio intramolecular force field for zeolitic imidazolate frameworks (ZIFs), "ZIF-FF", that is capable of quantitatively describing the structural properties and relative stabilities of ZIFs. In contrast to nearly all prior force fields, ZIF-FF properly describes the relative stability of ZIF polymorphs, a crucial element in ZIF nucleation and crystal growth. Beginning with a general Amber force field (GAFF), Zn-related force field parameters were optimized against dispersion-corrected DFT-calculated properties using a genetic algorithm. We validated the resulting force field by examining bond and angle distributions, phonon density of states, mechanical properties, diffusion properties and via modeling a ZIF amorphization process. Furthermore, we find that ZIF-FF is transferable, successfully describing relative stability of various ZIF surface structures, as well as the densities of ZIFs with diverse functionalized linkers.
Keyphrases
  • single molecule
  • magnetic resonance
  • computed tomography
  • deep learning
  • magnetic resonance imaging
  • heavy metals
  • density functional theory
  • mass spectrometry
  • neural network