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Electronic structure factors and the importance of adsorbate effects in chemisorption on surface alloys

Shikha Saini, Joakim Halldin Stenlid, Frank Abild‐Pedersen

2022npj Computational Materials82 citationsDOIOpen Access PDF

Abstract

Abstract The chemisorption energy is an integral aspect of surface chemistry, central to numerous fields such as catalysis, corrosion, and nanotechnology. Electronic-structure-based methods such as the Newns-Anderson model are therefore of great importance in guiding the engineering of material surfaces with optimal properties. However, existing methods are inadequate for interpreting complex, multi-metallic systems. Herein, we introduce a physics-based chemisorption model for alloyed transition metal surfaces employing primarily metal d -band properties that accounts for perturbations in both the substrate and adsorbate electronic states upon interaction. Importantly, we show that adsorbate-induced changes in the adsorption site interact with its chemical environment leading to a second-order response in chemisorption energy with the d -filling of the neighboring atoms. We demonstrate the robustness of the model on a wide range of transition metal alloys with O, N, CH, and Li adsorbates yielding a mean absolute error of 0.13 eV versus density functional theory reference chemisorption energies.

Topics & Concepts

ChemisorptionAdsorptionTransition metalChemical physicsElectronic structureMetalMaterials scienceChemistryCatalysisComputational chemistryPhysical chemistryMetallurgyBiochemistryAdvanced Chemical Physics StudiesMachine Learning in Materials ScienceMolecular Junctions and Nanostructures
Electronic structure factors and the importance of adsorbate effects in chemisorption on surface alloys | Litcius