Partitioning adsorption energy: An electronegativity-based descriptor for hydrogen adsorption on group IV and III–V 2D honeycombs

Understanding and predicting hydrogen adsorption energy is key to designing effective electrocatalysts. In this study, we develop a physically interpretable descriptor within a framework that decomposes atomic hydrogen adsorption energy into intuitive contributions, applied to 22 group IV and III-V 2D honeycomb materials. The density functional theory (DFT) calculated adsorption energy is decomposed into two components: bond energy, approximated by the integrated crystal orbital Hamilton population (ICOHP), and the energy cost of forming the additional bond, termed distortion energy Ed. This decomposition facilitates analysis of adsorption trends beyond treating adsorption energy as a single quantity. We find that ICOHP correlates strongly with the adsorption site electronegativity (R2 = 0.86), improving to R2 = 0.91 when electronegativity differences and structural parameters are included. Ed shows moderate correlation with the unrelaxed vacancy energy Evac (R2 = 0.60) and can be accurately modeled (R2 = 0.92) using similar dependences on electronegativity and structural parameters. Notably, Evac can be expressed in terms of the sum of electronegativities, enabling a DFT-free formulation. Combining both components into an Eads descriptor, we achieve an R2 score of 0.82 across both group IV and III-V systems. Further analysis reveals that increasing the adsorption site electronegativity weakens adsorption unless the lattice constant is sufficiently large. In addition, we identify a linear relationship between ICOHP and the zero-point energy change, allowing the descriptor to be extended to the free energy of hydrogen adsorption, a key indicator of hydrogen evolution reaction activity.

Authors

Institutions

Publication Details

Journal
The Journal of Chemical Physics
Published
2025-10-08
DOI
https://doi.org/10.1063/5.0295089
Primary Topic
Electrocatalysts for Energy Conversion
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Partitioning adsorption energy: An electronegativity-based descriptor for hydrogen adsorption on group IV and III–V 2D honeycombs

Yi Sheng Ng, Jin‐Cheng Zheng
The Journal of Chemical Physics
Electrocatalysts for Energy Conversion
article

Partitioning adsorption energy: An electronegativity-based descriptor for hydrogen adsorption on group IV and III–V 2D honeycombs

Yi Sheng Ng, Jin‐Cheng Zheng
article en

Abstract

Understanding and predicting hydrogen adsorption energy is key to designing effective electrocatalysts. In this study, we develop a physically interpretable descriptor within a framework that decomposes atomic hydrogen adsorption energy into intuitive contributions, applied to 22 group IV and III-V 2D honeycomb materials. The density functional theory (DFT) calculated adsorption energy is decomposed into two components: bond energy, approximated by the integrated crystal orbital Hamilton population (ICOHP), and the energy cost of forming the additional bond, termed distortion energy Ed. This decomposition facilitates analysis of adsorption trends beyond treating adsorption energy as a single quantity. We find that ICOHP correlates strongly with the adsorption site electronegativity (R2 = 0.86), improving to R2 = 0.91 when electronegativity differences and structural parameters are included. Ed shows moderate correlation with the unrelaxed vacancy energy Evac (R2 = 0.60) and can be accurately modeled (R2 = 0.92) using similar dependences on electronegativity and structural parameters. Notably, Evac can be expressed in terms of the sum of electronegativities, enabling a DFT-free formulation. Combining both components into an Eads descriptor, we achieve an R2 score of 0.82 across both group IV and III-V systems. Further analysis reveals that increasing the adsorption site electronegativity weakens adsorption unless the lattice constant is sufficiently large. In addition, we identify a linear relationship between ICOHP and the zero-point energy change, allowing the descriptor to be extended to the free energy of hydrogen adsorption, a key indicator of hydrogen evolution reaction activity.

The Journal of Chemical PhysicsVol. 163(14)
Xiamen University (CN), Xiamen University Malaysia (MY)
Openalex Percentile: Top 81%
Electrocatalysts for Energy Conversion
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.