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Xu M, Shu Y, Wang X, Chen Y, Xie J, Li Y, Dong H. The activity origin of two-dimensional MN4-contained periodical macrocyclic structures towards electro-catalytic hydrogen evolution. J Colloid Interface Sci 2025; 686:1105-1113. [PMID: 39933348 DOI: 10.1016/j.jcis.2025.02.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2024] [Revised: 01/20/2025] [Accepted: 02/03/2025] [Indexed: 02/13/2025]
Abstract
The two-dimensional MN4-contained periodical macrocyclic structures (2D MN4/PMCs) have been extensively explored as single atom catalysts through both experimental and theoretical approaches. However, there still lacks deep understanding on the effect of the outer coordination environment in determining the catalytic activity of the inner MN4 center. Combining the density functional theory (DFT) calculations and machine learning (ML) algorithm, we computationally unraveled the origin of electro-catalytic activity of five kinds of 2D MN4/PMCs towards hydrogen evolution reaction (HER). With hydrogen adsorption free energy (ΔGH*) as the indicator for HER catalytic activity, the IrPpor and RhPPpz are screened out as superior HER electrocatalysts based on the DFT calculations. Furthermore, ML studies generated the universal descriptor Φ that highly depends on charge assigned on the metal center (q) and the d-band center of central metal (εd), which is reversely proportional to ΔGH*. The dependence of q and εd on the structural parameters of MN4/PMCs is further unraveled, demonstrating how the outer framework determines catalytic activity of 2D MN4/PMCs.
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Affiliation(s)
- Mengmeng Xu
- School of Materials Engineering, Changshu Institute of Technology, Changshu, Jiangsu 215500, China; Institute of Functional Nano & Soft Materials (FUNSOM), Soochow University, Suzhou, Jiangsu 215123, China
| | - Yunpeng Shu
- School of Materials Engineering, Changshu Institute of Technology, Changshu, Jiangsu 215500, China
| | - Xu Wang
- School of Materials Engineering, Changshu Institute of Technology, Changshu, Jiangsu 215500, China
| | - Yanjun Chen
- School of Materials Engineering, Changshu Institute of Technology, Changshu, Jiangsu 215500, China
| | - Juan Xie
- School of Textile, Garment and Design, Changshu Institute of Technology, Changshu, Jiangsu 215500, China.
| | - Youyong Li
- Institute of Functional Nano & Soft Materials (FUNSOM), Soochow University, Suzhou, Jiangsu 215123, China; Macao Institute of Materials Science and Engineering, Macau University of Science and Technology, Taipa 999078 Macau SAR, China.
| | - Huilong Dong
- School of Materials Engineering, Changshu Institute of Technology, Changshu, Jiangsu 215500, China; National Center for International Research on Intelligent Nano-Materials and Detection Technology in Environmental Protection, Soochow University, Suzhou 215123, China.
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Lu L, Huang J, Guerrero A, Street I, Mosali S, Sumpter BG, Mustain WE, Chen Z. The Significance of the 'Insignificant': Non-covalent Interactions in CO 2 Reduction Reactions with 3C-TM (TM=Sc-Zn) Single-Atom Catalysts. CHEMSUSCHEM 2025; 18:e202401957. [PMID: 39639583 DOI: 10.1002/cssc.202401957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 10/08/2024] [Indexed: 12/07/2024]
Abstract
With energy shortages and excessive CO2 emissions driving climate change, converting CO2 into high-value-added products offers a promising solution for carbon recycling. We investigate CO2 reduction reactions (CO2RR) catalyzed by 10 single-atom catalysts (SACs), incorporating weak non-covalent interactions, specifically lone pair-π and H-π interactions. The SACs, consisting of transition metals coordinated by three carbon atoms in a defective graphene substrate (3C-TM, TM=Sc-Zn), leverage these interactions to influence the energy fluctuations of intermediates and the limiting potentials of CO2RR, without altering the overall reaction pathway. Our findings show that SACs based on early transition metals (Sc, Ti, V, Cr) can serve as catalysts for C1 products, including HCOOH, HCHO, CH3OH, and CH4, while those based on Fe and Co are suitable for CO formation. Driving force analysis helps bridge theoretical results with experimental observations and propose a modified approach for assessing hydrogen evolution reactions (HER) competition. SACs based on Ni and Cu exhibit moderate HER tolerance, while early transition metals excel in selective CO2 reduction. We also identify a linear scaling relationship between the free energies of *COOH and *CO. This study offers valuable insights for future experimental studies and large-scale computational screenings.
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Affiliation(s)
- Linguo Lu
- Department of Physics, University of Puerto Rico, Rio Piedras, San Juan, PR, 00931, United States
| | - Jingsong Huang
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, United States
| | - Alvaro Guerrero
- Department of Physics, University of Puerto Rico, Rio Piedras, San Juan, PR, 00931, United States
| | - Ian Street
- Department of Chemical Engineering, University of South Carolina, Columbia, SC, 29208, United States
| | - Sriram Mosali
- Department of Chemical Engineering, University of South Carolina, Columbia, SC, 29208, United States
| | - Bobby G Sumpter
- Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, United States
| | - William E Mustain
- Department of Chemical Engineering, University of South Carolina, Columbia, SC, 29208, United States
| | - Zhongfang Chen
- Department of Chemistry, University of Puerto Rico, Rio Piedras, San Juan, PR, 00931, United States
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Gong Q, Xiong J, Zhou T, Bao W, Zhang X, Liu G, Qiao G, Xu Z. Composite interfaces of g-C 3N 4 fragments loaded on a Cu substrate for CO 2 reduction. Phys Chem Chem Phys 2024; 26:10202-10213. [PMID: 38497211 DOI: 10.1039/d3cp05818b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Designing an electrocatalyst with high efficiency and product selectivity is always crucial for an electrocatalytic CO2 reduction reaction (CO2RR). Inspired by the great progress of two-dimensional (2D) nanomaterials growing on Cu surfaces and their promising CO2RR catalytic efficiencies at their interfaces, the unique performance of Cu-based 2D materials as high-efficiency and low-cost CO2RR electrocatalysts has attracted extensive attention. Herein, based on density functional theory (DFT) calculations, we proposed a composite structure of graphitic carbon nitride (g-C3N4) fragments loaded on a Cu surface to explore the CO2RR catalytic property of the interface between g-C3N4 and the Cu surface. Three composite interfaces of C3N4/Cu(111), C3N4/Cu(110) and C3N4/Cu(100) have been studied by considering the reaction sites of vertex nitrogen atoms, edge nitrogen atoms and the nearby Cu atoms. It was found that the C3N4/Cu interfaces where nitrogen atoms contact the Cu substrate present competitive CO2RR activity. Among them, C3N4/Cu(111)-N3 exhibited a better activity for CH3OH production, with a low overpotential of 0.38 V. For HCOOH and CH4 production, C3N4/Cu(111)-Cu and C3N4/Cu(100)-N1 have overpotentials of 0.26 V and 0.44 V. The electronic analysis indicates the electron transfer from the Cu substrate to the g-C3N4 fragment and mainly accumulates on the nitrogen atoms of the interface. Such charge accumulation can activate the adsorbed CO bond of CO2 and lead to lower energetic barriers of CO2RR. DFT calculations indicate that the boundary nitrogen sites reduced the energy barrier of *CHO, which is crucial for CO2RR, compared with that of the pristine Cu surface. Our study explores a new Cu-based electrocatalyst and indicates that the C3N4/Cu interface can enhance the activities and selectivity of CO2RR and open a new strategy to design high-efficiency electrocatalysts for CO2RR.
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Affiliation(s)
- Qiang Gong
- School of Materials Science and Engineering, Jiangsu University, Zhenjiang 212013, China.
| | - Jianling Xiong
- School of Materials Science and Engineering, Jiangsu University, Zhenjiang 212013, China.
| | - Tanyu Zhou
- School of Materials Science and Engineering, Jiangsu University, Zhenjiang 212013, China.
| | - Wenkai Bao
- School of Materials Science and Engineering, Jiangsu University, Zhenjiang 212013, China.
| | - Xiuyun Zhang
- College of Physics Science and Technology, Yangzhou University, Yangzhou 225002, China
| | - Guiwu Liu
- School of Materials Science and Engineering, Jiangsu University, Zhenjiang 212013, China.
| | - Guanjun Qiao
- School of Materials Science and Engineering, Jiangsu University, Zhenjiang 212013, China.
| | - Ziwei Xu
- School of Materials Science and Engineering, Jiangsu University, Zhenjiang 212013, China.
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Han GH, Bang J, Park G, Choe S, Jang YJ, Jang HW, Kim SY, Ahn SH. Recent Advances in Electrochemical, Photochemical, and Photoelectrochemical Reduction of CO 2 to C 2+ Products. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023; 19:e2205765. [PMID: 36592422 DOI: 10.1002/smll.202205765] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 12/05/2022] [Indexed: 06/17/2023]
Abstract
Environmental problems such as global warming are one of the most prominent global challenges. Researchers are investigating various methods for decreasing CO2 emissions. The CO2 reduction reaction via electrochemical, photochemical, and photoelectrochemical processes has been a popular research topic because the energy it requires can be sourced from renewable sources. The CO2 reduction reaction converts stable CO2 molecules into useful products such as CO, CH4 , C2 H4 , and C2 H5 OH. To obtain economic benefits from these products, it is important to convert them into hydrocarbons above C2 . Numerous investigations have demonstrated the uniqueness of the CC coupling reaction of Cu-based catalysts for the conversion of CO2 into useful hydrocarbons above C2 for electrocatalysis. Herein, the principle of semiconductors for photocatalysis is briefly introduced, followed by a description of the obstacles for C2+ production. This review presents an overview of the mechanism of hydrocarbon formation above C2 , along with advances in the improvement, direction, and comprehension of the CO2 reduction reaction via electrochemical, photochemical, and photoelectrochemical processes.
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Affiliation(s)
- Gyeong Ho Han
- School of Chemical Engineering and Materials Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, Republic of Korea
| | - Junbeom Bang
- School of Chemical Engineering and Materials Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, Republic of Korea
| | - Gaeun Park
- School of Chemical Engineering and Materials Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, Republic of Korea
| | - Seonghyun Choe
- School of Chemical Engineering and Materials Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, Republic of Korea
| | - Youn Jeong Jang
- Department of Chemical Engineering, Hanyang University, 222 Wangsimni-ro, Seongdong-gu, Seoul, 04763, Republic of Korea
| | - Ho Won Jang
- Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - Soo Young Kim
- Department of Materials Science and Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea
| | - Sang Hyun Ahn
- School of Chemical Engineering and Materials Science, Chung-Ang University, 84 Heukseok-ro, Dongjak-gu, Seoul, 06974, Republic of Korea
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