posted on 2023-06-24, 13:44authored byBjarne Kreitz, Kento Abeywardane, C. Franklin Goldsmith
Enthalpies of formation of adsorbates
are crucial parameters in
the microkinetic modeling of heterogeneously catalyzed reactions since
they quantify the stability of intermediates on the catalyst surface.
This quantity is often computed using density functional theory (DFT),
as more accurate methods are computationally still too expensive,
which means that the derived enthalpies have a large uncertainty.
In this study, we propose a new error cancellation method to compute
the enthalpies of formation of adsorbates from DFT more accurately
through a generalized connectivity-based hierarchy. The enthalpy of
formation is determined through a hypothetical reaction that preserves
atomistic and bonding environments. The method is applied to a data
set of 60 adsorbates on Pt(111) with up to 4 heavy (non-hydrogen)
atoms. Enthalpies of formation of the fragments required for the bond
balancing reactions are based on experimental heats of adsorption
for Pt(111). The comparison of enthalpies of formation derived from
different DFT functionals using the isodesmic reactions shows that
the effect of the functional is significantly reduced due to the error
cancellation. Thus, the proposed methodology creates an interconnected
thermochemical network of adsorbates that combines experimental with ab initio thermochemistry in a single and more accurate
thermophysical database.