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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
Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field
Cameron J Bodenschatz1, Xiaohong Zhang1, Tianjun Xie1
1Department of Chemical and Biomolecular Engineering, Clemson University.
Simulating liquid-phase catalysis requires accounting for solvent molecules. This protocol uses force field molecular dynamics (FFMD) to generate configurations for accurate quantum chemical calculations, balancing accuracy and cost.
Area of Science:
- Computational Chemistry
- Chemical Engineering
- Materials Science
Background:
- Heterogeneously-catalyzed chemical processes often occur in liquid environments, posing simulation challenges due to solvent interactions.
- Accurately modeling bond breaking/forming in these systems requires quantum chemical methods, complicated by solvent molecule thermal motion.
Purpose of the Study:
- To present a protocol for generating and sampling liquid water configurations around catalytic species on metal surfaces.
- To balance chemical accuracy with computational efficiency in simulating liquid-phase catalysis.
Main Methods:
- Utilizing force field molecular dynamics (FFMD) to generate configurations of liquid water molecules.
- Employing quantum mechanics-based methods, such as density functional theory (DFT) or ab initio molecular dynamics, on FFMD-generated configurations.
Main Results:
- The protocol was applied to catalytic intermediates in glycerol decomposition.
- Calculated enthalpies of solvation for catalytic species and identified water molecule roles in decomposition pathways.
Conclusions:
- The developed protocol effectively generates configurations for accurate simulation of liquid-phase catalytic processes.
- This approach aids in understanding solvent effects and water participation in heterogeneous catalysis.
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