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Updated: Sep 7, 2025

Study of Short Peptide Adsorption on Solution Dispersed Inorganic Nanoparticles Using Depletion Method
Published on: April 11, 2020
Limits to scaling relations between adsorption energies?
Sudarshan Vijay1, Georg Kastlunger1, Karen Chan1
1CatTheory, Department of Physics, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
Linear scaling relations are crucial for catalysis but fail for some molecules like carbon and oxygen. This study reveals the origin of this failure and provides a method to predict when scaling relations will hold true.
Area of Science:
- Surface science
- Computational chemistry
- Catalysis
Background:
- Linear scaling relations (LSRs) are widely used to understand trends in catalytic activity and selectivity.
- However, LSRs are not universally applicable, particularly for chemisorption energies of small molecules on transition metal surfaces.
- A key example is the breakdown of scaling between carbon and oxygen adsorption energies.
Purpose of the Study:
- To investigate the fundamental reasons behind the lack of linear scaling between carbon and oxygen chemisorption energies.
- To develop a predictive model for the applicability of scaling relations in heterogeneous and electro-catalysis.
- To introduce a general descriptor for determining if two adsorbates will exhibit scaling behavior.
Main Methods:
- Utilized the d-band model for adsorbate chemisorption.
- Combined a modified Newns-Anderson hybridization energy with an effective orthogonalization term.
- Developed a new descriptor to predict adsorbate scaling relations a priori.
Main Results:
- Identified differing re-normalized adsorbate valence energies as the cause for the lack of scaling between carbon and oxygen.
- Successfully modeled chemisorption using the d-band model with modifications.
- Established a general descriptor to predict the likelihood of scaling between different adsorbates.
Conclusions:
- The breakdown of linear scaling relations for certain adsorbates is due to differences in their electronic structure and interaction with metal surfaces.
- The developed model and descriptor offer a new tool for predicting adsorbate behavior and designing catalysts.
- This work advances the understanding of surface chemistry and the design principles for heterogeneous and electro-catalysis.
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