On the short term,
carbon capture is a viable solution to reduce
human-induced CO2 emissions, which requires an energy efficient
separation of CO2. Metal–organic frameworks (MOFs)
may offer opportunities for carbon capture and other industrially
relevant separations. Especially, MOFs with embedded open metal sites
have been shown to be promising. Molecular simulation is a useful
tool to predict the performance of MOFs even before the synthesis
of the material. This reduces the experimental effort, and the selection
process of the most suitable MOF for a particular application can
be accelerated. To describe the interactions between open metal sites
and guest molecules in molecular simulation is challenging. Polarizable
force fields have potential to improve the description of such specific
interactions. Previously, we tested the applicability of polarizable
force fields for CO2 in M-MOF-74 by verifying the ability
to reproduce experimental measurements. Here, we develop a predictive
polarizable force field for CO2 in M-MOF-74 (M = Co, Fe,
Mg, Mn, Ni, Zn) without the requirement of experimental data. The
force field is derived from energies predicted from quantum mechanics.
The procedure is easily transferable to other MOFs. To incorporate
explicit polarization, the induced dipole method is applied between
the framework and the guest molecule. Atomic polarizabilities are
assigned according to the literature. Only the Lennard-Jones parameters
of the open metal sites are parameterized to reproduce energies from
quantum mechanics. The created polarizable force field for CO2 in M-MOF-74 can describe the adsorption well and even better
than that in our previous work.