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Chen ZW, Gariepy Z, Chen L, Yao X, Anand A, Liu SJ, Tetsassi Feugmo CG, Tamblyn I, Singh CV. Machine-Learning-Driven High-Entropy Alloy Catalyst Discovery to Circumvent the Scaling Relation for CO 2 Reduction Reaction. ACS Catal 2022. [DOI: 10.1021/acscatal.2c03675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
- Zhi Wen Chen
- Department of Materials Science and Engineering, University of Toronto, 184 College Street, Suite 140, Toronto, Ontario M5S 3E4, Canada
| | - Zachary Gariepy
- Department of Materials Science and Engineering, University of Toronto, 184 College Street, Suite 140, Toronto, Ontario M5S 3E4, Canada
| | - Lixin Chen
- Department of Materials Science and Engineering, University of Toronto, 184 College Street, Suite 140, Toronto, Ontario M5S 3E4, Canada
| | - Xue Yao
- Department of Materials Science and Engineering, University of Toronto, 184 College Street, Suite 140, Toronto, Ontario M5S 3E4, Canada
| | - Abu Anand
- Department of Materials Science and Engineering, University of Toronto, 184 College Street, Suite 140, Toronto, Ontario M5S 3E4, Canada
| | - Szu-Jia Liu
- Department of Materials Science and Engineering, University of Toronto, 184 College Street, Suite 140, Toronto, Ontario M5S 3E4, Canada
| | | | - Isaac Tamblyn
- Department of Physics, University of Ottawa, Vector Institute for Artificial Intelligence, Ottawa, Ontario K1N 6N5, Canada
| | - Chandra Veer Singh
- Department of Materials Science and Engineering, University of Toronto, 184 College Street, Suite 140, Toronto, Ontario M5S 3E4, Canada
- Department of Mechanical and Industrial Engineering, University of Toronto, 5 King’s College Road, Toronto, Ontario M5S 3G8, Canada
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Chakraborty S, Marappa S, Agarwal S, Bagchi D, Rao A, Vinod CP, Peter SC, Singh A, Eswaramoorthy M. Improvement in Oxygen Evolution Performance of NiFe Layered Double Hydroxide Grown in the Presence of 1T-Rich MoS 2. ACS APPLIED MATERIALS & INTERFACES 2022; 14:31951-31961. [PMID: 35796762 DOI: 10.1021/acsami.2c06210] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
NiFe layered double hydroxide (NiFe LDH) grown in the presence of MoS2 (rich in 1T phase) shows exceptional performance metrics for alkaline oxygen evolution reaction (OER) in this class of composites. The as-prepared NiFe LDH/MoS2 composite (abbreviated as MNF) exhibits a low overpotential (η10) of 190 mV; a low Tafel slope of 31 mV dec-1; and more importantly, a high stability in its performance manifested by the delivery of current output for 45 h. It is important to note that this could be achieved with an exceedingly low loading of 0.14 mg cm-2. The mass activity of this composite (97 A g-1) is about 14 times greater than that of the conventional RuO2 (7 A g-1) at η = 200 mV. When normalized with respect to the total metal content, a mass activity of 1000 A g-1 (η = 300 mV) was achieved. Impedance analysis further reveals that the significant reduction in charge-transfer resistance and hence high current density (5 times greater as compared to NiFe LDH at η = 300 mV) observed for MNF is associated with interfacial adsorption kinetics of intermediates (R1). Significant enhancement in the intrinsic activity of MNF over LDH has been observed through normalization of current with the electrochemically active surface area. Computational studies suggest that the Ni centers in the composite act as the active sites for OER, which is well-corroborated with the observed postreaction appearance of Ni3+ species.
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Affiliation(s)
- Soumita Chakraborty
- Chemistry and Physics of Materials Unit, School of Advanced Materials (SAMat), JNCASR, Bengaluru 560064, India
| | - Shivanna Marappa
- Chemistry and Physics of Materials Unit, School of Advanced Materials (SAMat), JNCASR, Bengaluru 560064, India
| | - Sakshi Agarwal
- Materials Research Centre, IISc, Bengaluru, Karnataka 560012, India
| | - Debabrata Bagchi
- New Chemistry Unit, School of Advanced Materials (SAMat), JNCASR, Bengaluru 560064, India
| | - Ankit Rao
- Centre for Nano Science and Engineering, IISc, Bengaluru, Karnataka 560012, India
| | | | - Sebastian C Peter
- New Chemistry Unit, School of Advanced Materials (SAMat), JNCASR, Bengaluru 560064, India
| | - Abhishek Singh
- Materials Research Centre, IISc, Bengaluru, Karnataka 560012, India
| | - Muthusamy Eswaramoorthy
- Chemistry and Physics of Materials Unit, School of Advanced Materials (SAMat), JNCASR, Bengaluru 560064, India
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Wang Y, Liu T, Li Y. Why heterogeneous single-atom catalysts preferentially produce CO in the electrochemical CO 2 reduction reaction. Chem Sci 2022; 13:6366-6372. [PMID: 35733893 PMCID: PMC9159077 DOI: 10.1039/d2sc01593e] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 05/03/2022] [Indexed: 11/21/2022] Open
Abstract
Formate and CO are competing products in the two-electron CO2 reduction reaction (2e CO2RR), and they are produced via *OCHO and *COOH intermediates, respectively. However, the factors governing CO/formate selectivity remain elusive, especially for metal-carbon-nitrogen (M-N-C) single-atom catalysts (SACs), most of which produce CO as their main product. Herein, we show computationally that the selectivity of M-N-C SACs is intrinsically associated with the CO2 adsorption mode by using bismuth (Bi) nanosheets and the Bi-N-C SAC as model catalysts. According to our results, the Bi-N-C SAC exhibits a strong thermodynamic preference toward *OCHO, but under working potentials, CO2 is preferentially chemisorbed first due to a charge accumulation effect, and subsequent protonation of chemisorbed CO2 to *COOH is kinetically much more favorable than formation of *OCHO. Consequently, the Bi-N-C SAC preferentially produces CO rather than formate. In contrast, the physisorption preference of CO2 on Bi nanosheets contributes to high formate selectivity. Remarkably, this CO2 adsorption-based mechanism also applies to other typical M-N-C SACs. This work not only resolves a long-standing puzzle in M-N-C SACs, but also presents simple, solid criteria (i.e., CO2 adsorption modes) for indicating CO/formate selectivity, which help strategic development of high-performance CO2RR catalysts.
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Affiliation(s)
- Yu Wang
- Jiangsu Collaborative Innovation Centre of Biomedical Functional Materials, Jiangsu Key Laboratory for Numerical Simulation of Large Scale Complex Systems, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China
| | - Tianyang Liu
- Jiangsu Collaborative Innovation Centre of Biomedical Functional Materials, Jiangsu Key Laboratory for Numerical Simulation of Large Scale Complex Systems, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China
| | - Yafei Li
- Jiangsu Collaborative Innovation Centre of Biomedical Functional Materials, Jiangsu Key Laboratory for Numerical Simulation of Large Scale Complex Systems, School of Chemistry and Materials Science, Nanjing Normal University Nanjing 210023 China
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