A hierarchical molecular modeling approach presented predicts adsorption th
ermodynamics of single components and binary mixtures in zeolites. Atomisti
c simulations that capture details at the molecular level are performed to
calculate the free energies of molecules at discrete adsorption sites. Then
a more coarse-grained lattice model is used to calculate the equilibrium l
oading of adsorbates based on these free energies, and thermodynamic proper
ties can be predicted. Sorbate-sorbate free energies beyond nearest-neighbo
r interactions are introduced and their impact on the lattice model is inve
stigated. By adding these free energies, the model is better able to accura
tely describe single-component and binary adsorption of sulfur hexafluoride
and neopentane in silicalite. The results from the lattice model agree wel
l with full atomistic grand canonical Monte Carlo simulations performed for
the same systems, but the hierarchical approach saves an order of magnitud
e of computational effort.