From Single-Atom to Dual-Atom: A Universal Principle for the Rational Design of Heterogeneous Fenton-like Catalysts

Developing efficient heterogeneous Fenton-like catalysts is the key point to accelerating the removal of organic micropollutants in the advanced oxidation process. However, a general principle guiding the reasonable design of highly efficient heterogeneous Fenton-like catalysts has not been constructed up to now. In this work, a total of 16 single-atom and 272 dual-atom transition metal/nitrogen/carbon (TM/N/C) catalysts for H<sub>2</sub>O<sub>2</sub> dissociation were explored systematically based on high-throughput density functional theory and machine learning. It was found that H<sub>2</sub>O<sub>2</sub> dissociation on single-atom TM/N/C exhibited a distinct volcano-type relationship between catalytic activity and <sup>•</sup>OH adsorption energy. The favorable <sup>•</sup>OH adsorption energies were in the range of -3.11 ∼ -2.20 eV. Three different descriptors, namely, energetic, electronic, and structural descriptors, were found, which can correlate the intrinsic properties of catalysts and their catalytic activity. Using adsorption energy, stability, and activation energy as the evaluation criteria, two dual-atom CoCu/N/C and CoRu/N/C catalysts were screened out from 272 candidates, which exhibited higher catalytic activity than the best single-atom TM/N/C catalyst due to the synergistic effect. This work could present a conceptually novel understanding of H<sub>2</sub>O<sub>2</sub> dissociation on TM/N/C and inspire the structure-oriented catalyst design from the viewpoint of volcano relationship.

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Publication Details

Journal
Environmental Science & Technology
Published
2025-04-22
DOI
https://doi.org/10.1021/acs.est.4c13826
Citations
20
Primary Topic
Electrocatalysts for Energy Conversion
Type
article
Field-Weighted Citation Impact
7.27

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article

From Single-Atom to Dual-Atom: A Universal Principle for the Rational Design of Heterogeneous Fenton-like Catalysts

Xiuli Hou, Yichan Li, Shengbo Wang, Peng Zhang et al.
20 citations
Environmental Science & Technology
Electrocatalysts for Energy Conversion
7.27
article

From Single-Atom to Dual-Atom: A Universal Principle for the Rational Design of Heterogeneous Fenton-like Catalysts

Xiuli Hou, Yichan Li, Shengbo Wang, Peng Zhang, Chen Zhou, Chun Hu
article en
20 citations

Abstract

Developing efficient heterogeneous Fenton-like catalysts is the key point to accelerating the removal of organic micropollutants in the advanced oxidation process. However, a general principle guiding the reasonable design of highly efficient heterogeneous Fenton-like catalysts has not been constructed up to now. In this work, a total of 16 single-atom and 272 dual-atom transition metal/nitrogen/carbon (TM/N/C) catalysts for H<sub>2</sub>O<sub>2</sub> dissociation were explored systematically based on high-throughput density functional theory and machine learning. It was found that H<sub>2</sub>O<sub>2</sub> dissociation on single-atom TM/N/C exhibited a distinct volcano-type relationship between catalytic activity and <sup>•</sup>OH adsorption energy. The favorable <sup>•</sup>OH adsorption energies were in the range of -3.11 ∼ -2.20 eV. Three different descriptors, namely, energetic, electronic, and structural descriptors, were found, which can correlate the intrinsic properties of catalysts and their catalytic activity. Using adsorption energy, stability, and activation energy as the evaluation criteria, two dual-atom CoCu/N/C and CoRu/N/C catalysts were screened out from 272 candidates, which exhibited higher catalytic activity than the best single-atom TM/N/C catalyst due to the synergistic effect. This work could present a conceptually novel understanding of H<sub>2</sub>O<sub>2</sub> dissociation on TM/N/C and inspire the structure-oriented catalyst design from the viewpoint of volcano relationship.

Environmental Science & TechnologyVol. 59(17)
Guangzhou University (CN), Pearl River Hydraulic Research Institute (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China
Openalex Percentile: Top 2%
Electrocatalysts for Energy Conversion
7.27
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