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Updated: May 2, 2026

Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
Published on: April 8, 2020
Thermophysical properties of adsorbates with beyond-DFT accuracy from DFT data through error cancellation.
Seth G Porter1, Bjarne Kreitz1
1School of Chemical and Biomolecular Engineering, Georgia Institute of Technology, Atlanta, USA. bkreitz3@gatech.edu.
This study introduces a connectivity-based hierarchy (CBH) method to accurately calculate adsorbate formation enthalpies for catalysis. This approach achieves beyond-density functional theory (DFT) accuracy without increased computational cost, improving predictive modeling.
Area of Science:
- Computational chemistry
- Surface science
- Catalysis
Background:
- Predictive multiscale modeling of catalytic reactions relies on accurate adsorbate enthalpies.
- Standard density functional theory (DFT) methods with generalized gradient approximation (GGA) functionals yield inaccurate enthalpies.
- High-accuracy electronic structure methods are computationally prohibitive for these systems.
Purpose of the Study:
- To develop a computational method for accurate adsorbate formation enthalpies.
- To improve the predictive power of multiscale models for heterogeneous catalysis.
- To enable more accurate insights into catalytic reaction mechanisms.
Main Methods:
- An error-cancellation approach based on the connectivity-based hierarchy (CBH) was developed.
- Reactions were constructed to conserve electronic configurations between target and reference species, enabling error cancellation.
- The method was applied to adsorbates on Pt(111), Ni(111), and MgO(100) surfaces.
Main Results:
- The CBH method yields adsorbate formation enthalpies with beyond-DFT accuracy.
- Results show excellent agreement with experimental measurements across various GGA functionals and adsorbates.
- The CBH method outperforms conventional referencing approaches in accuracy.
Conclusions:
- The CBH method provides highly accurate adsorbate formation enthalpies, crucial for multiscale modeling.
- This approach enhances the predictive capabilities of catalytic reaction models.
- Accurate thermochemical data derived from CBH facilitates deeper understanding of catalytic processes.
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