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Constructing Mixed Density Functionals for Describing Dissociative Chemisorption on Metal Surfaces: Basic Principles
Théophile Tchakoua1, Tim Jansen1, Youri van Nies1
1Leiden Institute of Chemistry, Gorlaeus Laboratories, Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands.
Accurate calculation of dissociative chemisorption barriers on metals is crucial. This study develops improved density functional theory (DFT) methods for better predictions, enhancing heterogeneous catalysis research.
Area of Science:
- Computational Chemistry
- Materials Science
- Chemical Physics
Background:
- Heterogeneous catalysis is vital in chemical production, with rates often limited by dissociative chemisorption transition states on metals.
- Accurate barrier heights for these processes are essential for benchmarking electronic structure theories, particularly density functionals.
- The semiempirical specific reaction parameter (SRP) approach to density functional theory (DFT) can yield accurate barriers but requires better methods for parameter determination.
Purpose of the Study:
- To investigate and improve heuristic approaches for determining mixing parameters in parametrized density functional expressions for SRP-DFT.
- To assess the performance of mixed density functionals combining generalized gradient approximation (GGA) exchange with GGA or nonlocal correlation in reproducing dissociative chemisorption barrier heights.
Main Methods:
- Tested seven mixed, parametrized density functional expressions on a database of 16 dissociative chemisorption systems (SBH17).
- Focused on functionals combining GGA exchange with GGA or nonlocal correlation, including those approximating van der Waals interactions.
- Analyzed the correlation between optimal exchange mixing parameters and the charge-transfer parameter for functionals with GGA correlation.
Main Results:
- Derived three highly tunable mixed density functionals using PBE GGA or nonlocal correlation forms.
- Found a generally weak correlation between the optimal fraction of RPBE GGA exchange and the charge-transfer parameter for GGA-correlated functionals.
- This weak correlation suggests the charge-transfer parameter is not a sufficiently effective strategy for predicting mixing parameters.
Conclusions:
- Developed improved mixed density functionals for accurate calculation of dissociative chemisorption barrier heights.
- Demonstrated that while charge-transfer parameter shows some correlation, it's insufficient for reliably predicting optimal mixing parameters in SRP-DFT.
- Highlights the need for further development of heuristic strategies for parameter determination in DFT for catalysis research.
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