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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
Using Density-Corrected DFT to Understand Density-Driven and Functional-Dependent Errors in Ab Initio Simulations of
William R Borrelli1, José L Guardado Sandoval1, Benjamin J Schwartz1
1Department of Chemistry & Biochemistry, University of California, Los Angeles, Los Angeles, California 90095-1569, United States.
Density correction in DFT improves charge delocalization for hydrated electrons but worsens agreement with experimental data. This suggests DFT
Area of Science:
- Computational Chemistry
- Physical Chemistry
- Quantum Mechanics
Background:
- The hydrated electron is vital in chemical processes, necessitating accurate theoretical modeling.
- Density Functional Theory (DFT) is used for simulating hydrated electrons but suffers from density-driven errors (DDEs) in anionic systems.
- Density-corrected DFT (DC-DFT) aims to mitigate DDEs by using Hartree-Fock (HF) densities.
Purpose of the Study:
- To investigate the impact of DC-DFT on the properties of the hydrated electron.
- To assess whether DC-DFT reduces DDEs in hydrated electron simulations.
- To compare DC-DFT results with experimental data and standard DFT calculations.
Main Methods:
- Simulations of a model hydrated electron water cluster (Kevan structure) with a sulfur atom to analyze charge delocalization.
- Propagation of molecular dynamics trajectories for the hydrated electron using DC-DFT.
- Comparison of calculated properties (e.g., radius of gyration) with experimental measurements.
Main Results:
- DC-DFT successfully reduced density-driven errors in the simulated hydrated electron system.
- Density correction led to further localization of electron density and a tighter solvation structure.
- Despite reducing DDEs, DC-DFT resulted in poorer agreement with experimental observables compared to standard DFT.
Conclusions:
- DC-DFT mitigates DDEs in hydrated electron simulations but does not improve experimental agreement.
- The worsened agreement is attributed to the removal of a fortuitous error cancellation in the PBEh functional.
- Challenges in simulating hydrated electrons with DFT stem from inherent functional approximations, not solely DDEs.
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