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Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
Published on: April 12, 2019
Introducing a dielectric bath embedding theory for embedded electronic structure calculations in heterogeneous
Kwanpyung Lee1, Connor Fawcett1, Qing Zhao1
1Department of Chemical Engineering, Northeastern University, Boston, Massachusetts 02115, USA.
A new polarizable embedding scheme improves modeling of metallic surface reactions. This approach enhances accuracy and efficiency over standard density functional embedding theory for correlated wavefunction calculations.
Area of Science:
- Computational Chemistry
- Materials Science
- Surface Science
Background:
- Accurate modeling of reactions on metallic surfaces is crucial but challenging for electronic structure theories.
- Density functional theory (DFT) often provides inaccurate descriptions of electronic structures and reaction kinetics.
- Correlated wavefunction (CW) theories offer higher accuracy but are computationally expensive for large systems.
Purpose of the Study:
- To develop a more efficient and accurate quantum embedding theory for modeling metallic surface reactions.
- To reduce the computational cost associated with traditional density functional embedding theory (DFET) methods.
- To improve the prediction of electronic properties and adsorbate interactions on metal surfaces.
Main Methods:
- Introduction of a novel polarizable embedding scheme combining an external local potential with a dielectric bath.
- Replacement of the computationally intensive optimized effective potential process in DFET with a physics-informed approach.
- Validation of the scheme using the Cu(111) surface with multiple adsorbates.
Main Results:
- The proposed polarizable embedding scheme significantly reduces computational cost compared to standard DFET.
- The new approach demonstrates superior performance in predicting the Fermi level, charge states, and binding strengths.
- Outperforms standard DFET in accurately describing the electronic properties and interactions of adsorbates on Cu(111).
Conclusions:
- The developed polarizable embedding scheme offers a more efficient and robust alternative for correlated wavefunction calculations.
- This method has the potential to accelerate the adoption of advanced electronic structure theories in heterogeneous catalysis.
- Enables more accurate and cost-effective simulations of surface reactions relevant to catalysis.
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