Exploring Scaling Relations and Active Site Specificity of Graphite-Conjugated Catalysts Using Density Functional Theory

21 February 2023, Version 1
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Graphite-conjugated catalysts (GCC) are a class of highly synthetically tunable materials with properties of both homogeneous and heterogeneous catalysts. GCCs have proven especially promising for catalyzing the oxygen reduction reaction (ORR). In this study, we applied density functional theory (DFT) to explore how functional group and aromatic scaffold modifications affect catalytic activity of GCCs for ORR. We found that both kinds of modifications can have a significant enough effect on catalytic activity to tune the ORR rate determining step between the strong and weak oxygen binding regimes. Further, we found that DFT predicts certain GCC scaffolds could have an epoxide intermediate during the catalytic cycle instead of the more usually predicted atomic oxygen bound to a single site. We also investigated patterns in the effects of functional group modifications, and under what conditions it is possible to break scaling relations for these catalysts. Our findings provide a deeper understanding of why ORR activity is limited to specific aromatic carbon active sites in GCCs, elucidating general principles for designing ORR catalysts with nitrogen-doped aromatic carbon materials.

Keywords

DFT
Oxygen reduction reaction
cheminformatics
electrocatalysis
scaling
computational chemistry

Supplementary materials

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Exploring Scaling Relations and Active Site Specificity of Graphite-Conjugated Catalysts Using Density Functional Theory Supporting Information
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Supporting information for paper. Contains additional details on geometry preparation, reaction free energies, and principal component analysis.
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Geometry files for all catalyst intermediates
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XYZ files for DFT optimized geometries for all catalysts in catalytic cycle.
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