Designing Versatile p-d Dual-Atom Catalysts via Frontier Orbital Engineering for Efficient Photocatalytic Urea Production

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Authors: Yun Han, Qingchao Fang, Qilong Wu, Hanqing Yin, Xin Mao, Qin Li, Xiangdong Yao, Aijun Du
Cited by: 13
References: 46

Abstract

Constructing multimetal centers on carbon-based substrates is a promising strategy to enhance C–N coupling for efficient urea synthesis, while the underlying design principles, particularly how metal–metal and metal–substrate interactions govern reactant activation and reaction pathways, remain intangible. To address this gap, we developed a frontier orbital interaction-guided C–N coupling selectivity map based on the p-d asymmetric dual-atom models (DACs) through the synergistic integration of DFT calculations and machine learning classification. Specifically, efficient NO x reduction was found to require a narrow energy gap (Δ E 1 < 3.38 eV) between the HOMO of p -block metals and the LUMO of the d@substrate (where d -block atoms are treated as integrated with substrates for simplification). In contrast, selective urea synthesis necessitates a larger energy gap (Δ E 2 > 1.39 eV) between the LUMO of p -block metals and the HOMO of the d@substrate, signifying weaker p-d interactions. Moreover, such an asymmetric dual-atom structure enables a tunable bandgap while simultaneously optimizing the visible-light absorption range. As a result, the AlPd@PCN and GaPt@PCN systems stand out as exceptional candidates, exhibiting fully thermodynamically favorable energy profiles throughout the photocatalytic cycle. These insights not only extend frontier orbital theory to DACs systems but also establish a robust, generalizable framework for designing high-performance dual-atom urea synthesis catalysts.

Fields of Study & Subjects

Ammonia Synthesis and Nitrogen Reduction Electrocatalysts for Energy Conversion Machine Learning in Materials Science

Publication details

Journal / source
Journal of the American Chemical Society
Publisher
American Chemical Society (ACS)
Volume
148
Issue
8
Pages
8604–8611
Publication date
19 February 2026
Language
EN