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Jung J, An H, Lee J, Han S. Modified Activation-Relaxation Technique (ARTn) Method Tuned for Efficient Identification of Transition States in Surface Reactions. J Chem Theory Comput 2024. [PMID: 39240127 DOI: 10.1021/acs.jctc.4c00767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/07/2024]
Abstract
Exploring potential energy surfaces (PES) is essential for unraveling the underlying mechanisms of chemical reactions and material properties. While the activation-relaxation technique (ARTn) is a state-of-the-art method for identifying saddle points on PES, it often faces challenges in complex energy landscapes, especially on surfaces. In this study, we introduce iso-ARTn, an enhanced ARTn method that incorporates constraints on an orthogonal hyperplane and employs an adaptive active volume. By leveraging a neural network potential (NNP) to conduct an exhaustive saddle point search on the Pt(111) surface with 0.3 monolayers of surface oxygen coverage, iso-ARTn achieves a success rate that is 8.2% higher than the original ARTn, with 40% fewer force calls. Moreover, this method effectively finds various saddle points without compromising the success rate. Combined with kinetic Monte Carlo simulations for event table construction, iso-ARTn with NNP demonstrates the capability to reveal structures consistent with experimental observations. This work signifies a substantial advancement in the investigation of PES, enhancing both the efficiency and breadth of saddle point searches.
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Affiliation(s)
- Jisu Jung
- Department of Material Science and Engineering, Seoul National University, Seoul 08826, Korea
| | - Hyungmin An
- Department of Material Science and Engineering, Seoul National University, Seoul 08826, Korea
| | - Jinhee Lee
- Fuel Cell Center, Hyundai Motor Company, Yongin 16891, Korea
| | - Seungwu Han
- Department of Material Science and Engineering, Seoul National University, Seoul 08826, Korea
- Korea Institute for Advanced Study, Seoul 02455, Korea
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You X, Han J, Del Colle V, Xu Y, Chang Y, Sun X, Wang G, Ji C, Pan C, Zhang J, Gao Q. Relationship between oxide identity and electrocatalytic activity of platinum for ethanol electrooxidation in perchlorate acidic solution. Commun Chem 2023; 6:101. [PMID: 37248368 DOI: 10.1038/s42004-023-00908-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 05/22/2023] [Indexed: 05/31/2023] Open
Abstract
Water and its dissociated species at the solid‒liquid interface play critical roles in catalytic science; e.g., functions of oxygen species from water dissociation are gradually being recognized. Herein, the relationship between oxide identity (PtOHads, PtOads, and PtO2) and electrocatalytic activity of platinum for ethanol electrooxidation was obtained in perchlorate acidic solution over a wide potential range with an upper potential of 1.5 V (reversible hydrogen electrode, RHE). PtOHads and α-PtO2, rather than PtOads, act as catalytic centers promoting ethanol electrooxidation. This relationship was corroborated on Pt(111), Pt(110), and Pt(100) electrodes, respectively. A reaction mechanism of ethanol electrooxidation was developed with DFT calculations, in which platinum oxides-mediated dehydrogenation and hydrated reaction intermediate, geminal diol, can perfectly explain experimental results, including pH dependence of product selectivity and more active α-PtO2 than PtOHads. This work can be generalized to the oxidation of other substances on other metal/alloy electrodes in energy conversion and electrochemical syntheses.
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Affiliation(s)
- Xinyu You
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China
| | - Jiaxing Han
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China
| | - Vinicius Del Colle
- Department of Chemistry, Federal University of Alagoas-Campus Arapiraca, Av. Manoel Severino Barbosa s/n, Arapiraca, AL, 57309-005, Brazil
| | - Yuqiang Xu
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China
| | - Yannan Chang
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China
| | - Xiao Sun
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China
| | - Guichang Wang
- Department of Chemistry, Nankai University, 300071, Tianjin, People's Republic of China
| | - Chen Ji
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China
| | - Changwei Pan
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China.
| | - Jiujun Zhang
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China.
- School of Materials Science and Engineering, Fuzhou University, 350108, Fuzhou, People's Republic of China.
| | - Qingyu Gao
- College of Chemical Engineering, China University of Mining and Technology, 221116, Xuzhou, People's Republic of China.
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Sugawara Y, Konno M, Muto I, Hara N. Formation of Pt Skin Layer on Ordered and Disordered Pt-Co Alloys and Corrosion Resistance in Sulfuric Acid. Electrocatalysis (N Y) 2017. [DOI: 10.1007/s12678-017-0448-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Sakanoi R, Shimazaki T, Xu J, Higuchi Y, Ozawa N, Sato K, Hashida T, Kubo M. Communication: Different behavior of Young's modulus and fracture strength of CeO2: Density functional theory calculations. J Chem Phys 2014; 140:121102. [DOI: 10.1063/1.4869515] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
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