Formaldehyde adsorption on the Bi-modified Pd sub-nanometer clusters: Insight into the effects of cluster size and composition on the catalytic activity

The catalytic decomposition of formaldehyde (HCHO) is of paramount importance for indoor air purification. Herein, we systematically investigate the structural evolution, electronic properties, and catalytic decomposition mechanism of HCHO on sub-nanometer bimetallic bismuth-palladium (Bi m Pd n , m+n = 2–10) clusters via density functional theory (DFT) calculations. Thermodynamic and structural analyses reveal that Bi atoms preferentially occupy highly symmetric surface sites during cluster growth. Notably, Bi 4 Pd 4 and Bi 3 Pd 6 exhibit exceptional relative stability, and their robust thermal stability at 300 K was further validated by ab initio molecular dynamics (AIMD) simulations. In-depth evaluations of electronic descriptors—including vertical ionization potential (VIP), vertical electron affinity (VEA), and chemical hardness, reveal that Bi 4 Pd 4 possesses a closed-shell-like high chemical hardness. Conversely, Bi 3 Pd 6 features a moderate energy gap and higher polarizability, thereby manifesting characteristics of "optimal activity". Calculations of the catalytic reaction network further corroborate that the Bi 3 Pd 6 cluster serves as an exceedingly superior catalyst under nonoxidative conditions: the initial C–H bond activation barrier is drastically suppressed to 0.517 eV, while the recombinative desorption of the H 2 product exhibits a nearly barrierless, facile kinetics of merely 0.177 eV. Although the desorption of CO (1.470 eV) constitutes the rate-determining step, it remains kinetically accessible under moderately elevated temperatures. Analyses of the projected density of states (PDOS) and charge density difference demonstrate that the p-d orbital hybridization between Bi and Pd precisely modulates the electronic occupancy of the active sites, effectively mitigating the repulsion during the transition state. This work not only elucidates the physical origin of the enhanced catalytic performance in Bi-doped Pd clusters but also provides valuable theoretical guidelines for the rational design of multimetallic sub-nanometer catalysts that integrate high stability with superior catalytic activity.

Authors

Institutions

Publication Details

Journal
Journal of Non-Crystalline Solids
Published
2026-10-16
DOI
https://doi.org/10.1016/j.jnoncrysol.2026.124399
Primary Topic
Catalytic Processes in Materials Science
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Formaldehyde adsorption on the Bi-modified Pd sub-nanometer clusters: Insight into the effects of cluster size and composition on the catalytic activity

Dong Fang, Xusheng Liu, Si‐Ying Zhong, Hui-Ning Dong et al.
Journal of Non-Crystalline Solids
Catalytic Processes in Materials Science
article

Formaldehyde adsorption on the Bi-modified Pd sub-nanometer clusters: Insight into the effects of cluster size and composition on the catalytic activity

Dong Fang, Xusheng Liu, Si‐Ying Zhong, Hui-Ning Dong, Ren-Xuan Liu, Kai-Lai Xu, Shao-Yi Wu, Xiao-Jia Dong
article en

Abstract

The catalytic decomposition of formaldehyde (HCHO) is of paramount importance for indoor air purification. Herein, we systematically investigate the structural evolution, electronic properties, and catalytic decomposition mechanism of HCHO on sub-nanometer bimetallic bismuth-palladium (Bi m Pd n , m+n = 2–10) clusters via density functional theory (DFT) calculations. Thermodynamic and structural analyses reveal that Bi atoms preferentially occupy highly symmetric surface sites during cluster growth. Notably, Bi 4 Pd 4 and Bi 3 Pd 6 exhibit exceptional relative stability, and their robust thermal stability at 300 K was further validated by ab initio molecular dynamics (AIMD) simulations. In-depth evaluations of electronic descriptors—including vertical ionization potential (VIP), vertical electron affinity (VEA), and chemical hardness, reveal that Bi 4 Pd 4 possesses a closed-shell-like high chemical hardness. Conversely, Bi 3 Pd 6 features a moderate energy gap and higher polarizability, thereby manifesting characteristics of "optimal activity". Calculations of the catalytic reaction network further corroborate that the Bi 3 Pd 6 cluster serves as an exceedingly superior catalyst under nonoxidative conditions: the initial C–H bond activation barrier is drastically suppressed to 0.517 eV, while the recombinative desorption of the H 2 product exhibits a nearly barrierless, facile kinetics of merely 0.177 eV. Although the desorption of CO (1.470 eV) constitutes the rate-determining step, it remains kinetically accessible under moderately elevated temperatures. Analyses of the projected density of states (PDOS) and charge density difference demonstrate that the p-d orbital hybridization between Bi and Pd precisely modulates the electronic occupancy of the active sites, effectively mitigating the repulsion during the transition state. This work not only elucidates the physical origin of the enhanced catalytic performance in Bi-doped Pd clusters but also provides valuable theoretical guidelines for the rational design of multimetallic sub-nanometer catalysts that integrate high stability with superior catalytic activity.

Journal of Non-Crystalline SolidsVol. 693
University of Electronic Science and Technology of China (CN), Sichuan University (CN), Chengdu Normal University (CN)
Chengdu Normal University
Openalex Percentile: Top 28%
Catalytic Processes in Materials Science
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.