(695f) Boosting the Accuracy of Formation Enthalpies of Adsorbates from DFT through Error Cancellation
AIChE Annual Meeting
2023
2023 AIChE Annual Meeting
Catalysis and Reaction Engineering Division
New Developments in Computational Catalysis I: Physics-based Methods
Tuesday, November 7, 2023 - 9:50am to 10:10am
The connectivity-based hierarchy (CBH) is an automated approach that decomposes a target species into fragments that conserve the bonding environment and hybridization of the target to various extents. These fragments are then combined in reference reactions that conserve e.g. bond-types (isodesmic reaction). Errors from DFT cancel out due to the configurational similarity and hybridization of the species on both sides of the reference reaction, resulting in a more accurate HoF.
The CBH method, originally developed for organic gas-phase molecules, is extended to handle the complex configurational space of adsorbates, including physisorbed and multidentate adsorbates. The CBH method is applied to a database of adsorbates on Pt(111) with up to 4 heavy atoms. Available experimental HoF for the isodesmic bond types are used as reference species, which links experiments with theory. Computed HoF from the CBH method with a range of DFT functionals are within chemical accuracy from experiments for CH3CH2CH3* and *OCH3, unlike conventional methods (see Figure). More accurate HoF of adsorbates is expected to have significant consequences on the elucidation of reaction mechanisms and multiscale modeling. The method is a breakthrough in creating a unified thermochemical network for adsorbates as it combines experiments with ab-initio results. Additionally, the developed methodology is generic and universally applicable to other metals, oxides, and zeolites.