Login / Signup

CRAFTED: An exploratory database of simulated adsorption isotherms of metal-organic frameworks.

Felipe Lopes OliveiraConor CleetonRodrigo F NeumannBinquan LuanAmir H FarmahiniLev SarkisovMathias Steiner
Published in: Scientific data (2023)
Grand Canonical Monte Carlo is an important method for performing molecular-level simulations and assisting the study and development of nanoporous materials for gas capture applications. These simulations are based on the use of force fields and partial charges to model the interaction between the adsorbent molecules and the solid framework. The choice of the force field parameters and partial charges can significantly impact the results obtained, however, there are very few databases available to support a comprehensive impact evaluation. Here, we present a database of simulations of CO 2 and N 2 adsorption isotherms on 690 metal-organic frameworks taken from the CoRE MOF 2014 database. We performed simulations with two force fields (UFF and DREIDING), six partial charge schemes (no charges, Qeq, EQeq, MPNN, PACMOF, and DDEC), and three temperatures (273, 298, 323 K). The resulting isotherms compose the Charge-dependent, Reproducible, Accessible, Forcefield-dependent, and Temperature-dependent Exploratory Database (CRAFTED) of adsorption isotherms.
Keyphrases
  • metal organic framework
  • monte carlo
  • aqueous solution
  • single molecule
  • adverse drug
  • molecular dynamics
  • mass spectrometry
  • solar cells
  • big data
  • artificial intelligence