Scaling-Relation-Based Analysis of Bifunctional Catalysis: The Case for Homogeneous Bimetallic AlloysClick to copy article linkArticle link copied!
Abstract

We present a generic analysis of the implications of energetic scaling relations on the possibilities for bifunctional gains at homogeneous bimetallic alloy catalysts. Such catalysts exhibit a large number of interface sites, where second-order reaction steps can involve intermediates adsorbed at different active sites. Using different types of model reaction schemes, we show that such site-coupling reaction steps can provide bifunctional gains that allow for a bimetallic catalyst composed of two individually poor catalyst materials to approach the activity of the optimal monomaterial catalyst. However, bifunctional gains cannot result in activities higher than the activity peak of the monomaterial volcano curve as long as both sites obey similar scaling relations, as is generally the case for bimetallic catalysts. These scaling-relation-imposed limitations could be overcome by combining different classes of materials such as metals and oxides.
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(6)
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(18)
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(1)
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(19)
, 2631-2641. https://doi.org/10.1021/acs.accounts.3c00368
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(5)
, 2937-2947. https://doi.org/10.1021/acscatal.2c06026
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(5)
, 2274-2284. https://doi.org/10.1021/acs.jpcc.2c06788
- Martin Deimel, Hector Prats, Michael Seibt, Karsten Reuter, Mie Andersen. Selectivity Trends and Role of Adsorbate–Adsorbate Interactions in CO Hydrogenation on Rhodium Catalysts. ACS Catalysis 2022, 12
(13)
, 7907-7917. https://doi.org/10.1021/acscatal.2c02353
- Henrik H. Kristoffersen, Jan Rossmeisl. Local Order in AgAuCuPdPt High-Entropy Alloy Surfaces. The Journal of Physical Chemistry C 2022, 126
(15)
, 6782-6790. https://doi.org/10.1021/acs.jpcc.2c00478
- Yao Yang, Cheyenne R. Peltier, Rui Zeng, Roberto Schimmenti, Qihao Li, Xin Huang, Zhifei Yan, Georgia Potsi, Ryan Selhorst, Xinyao Lu, Weixuan Xu, Mariel Tader, Alexander V. Soudackov, Hanguang Zhang, Mihail Krumov, Ellen Murray, Pengtao Xu, Jeremy Hitt, Linxi Xu, Hsin-Yu Ko, Brian G. Ernst, Colin Bundschu, Aileen Luo, Danielle Markovich, Meixue Hu, Cheng He, Hongsen Wang, Jiye Fang, Robert A. DiStasio, Jr., Lena F. Kourkoutis, Andrej Singer, Kevin J. T. Noonan, Li Xiao, Lin Zhuang, Bryan S. Pivovar, Piotr Zelenay, Enrique Herrero, Juan M. Feliu, Jin Suntivich, Emmanuel P. Giannelis, Sharon Hammes-Schiffer, Tomás Arias, Manos Mavrikakis, Thomas E. Mallouk, Joel D. Brock, David A. Muller, Francis J. DiSalvo, Geoffrey W. Coates, Héctor D. Abruña. Electrocatalysis in Alkaline Media and Alkaline Membrane-Based Energy Technologies. Chemical Reviews 2022, 122
(6)
, 6117-6321. https://doi.org/10.1021/acs.chemrev.1c00331
- Zhuangzhuang Lai, Jianfu Chen, Menglei Jia, Peijun Hu, Haifeng Wang. Universal Skeleton Feature of the Three-Dimensional Volcano Surface and the Thermodynamic Rule in Locating the Catalyst in Heterogeneous Catalysis. ACS Catalysis 2022, 12
(1)
, 247-258. https://doi.org/10.1021/acscatal.1c04567
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(14)
, 5355-5363. https://doi.org/10.1021/jacs.0c11261
- Benjamin W. J. Chen, Lang Xu, Manos Mavrikakis. Computational Methods in Heterogeneous Catalysis. Chemical Reviews 2021, 121
(2)
, 1007-1048. https://doi.org/10.1021/acs.chemrev.0c01060
- Thomas J. P. Hersbach, Chunmiao Ye, Amanda C. Garcia, Marc T. M. Koper. Tailoring the Electrocatalytic Activity and Selectivity of Pt(111) through Cathodic Corrosion. ACS Catalysis 2020, 10
(24)
, 15104-15113. https://doi.org/10.1021/acscatal.0c04016
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(50)
, 27604-27613. https://doi.org/10.1021/acs.jpcc.0c09548
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(22)
, 13729-13736. https://doi.org/10.1021/acscatal.0c04045
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(21)
, 12666-12695. https://doi.org/10.1021/acscatal.0c03336
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(35)
, 39352-39361. https://doi.org/10.1021/acsami.0c12437
- Yueqiang Cao, Jonathan Guerrero-Sańchez, Ilkeun Lee, Xinggui Zhou, Noboru Takeuchi, Francisco Zaera. Kinetic Study of the Hydrogenation of Unsaturated Aldehydes Promoted by CuPtx/SBA-15 Single-Atom Alloy (SAA) Catalysts. ACS Catalysis 2020, 10
(5)
, 3431-3443. https://doi.org/10.1021/acscatal.9b05407
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(4)
, 2501-2512. https://doi.org/10.1021/acs.jpcc.9b10190
- Hongbo Wu, Jonathan E. Sutton, Wei Guo, Dionisios G. Vlachos. Volcano Curves for in Silico Prediction of Mono- and Bifunctional Catalysts: Application to Ammonia Decomposition. The Journal of Physical Chemistry C 2019, 123
(44)
, 27097-27104. https://doi.org/10.1021/acs.jpcc.9b08662
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(10)
, 8872-8881. https://doi.org/10.1021/acscatal.9b02228
- Haoran He, Anish Dasgupta, Robert M. Rioux, Randall J. Meyer, Michael J. Janik. Competitive Hydrogenation between Linear Alkenes and Aromatics on Close-Packed Late Transition Metal Surfaces. The Journal of Physical Chemistry C 2019, 123
(13)
, 8370-8378. https://doi.org/10.1021/acs.jpcc.8b09564
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(3)
, 2633-2638. https://doi.org/10.1021/acscatal.8b04896
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(3)
, 969-978. https://doi.org/10.1021/acs.chemmater.8b04436
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(2)
, 967-976. https://doi.org/10.1021/acscatal.8b02679
- Matthew
T. Darby, Michail Stamatakis, Angelos Michaelides, E. Charles. H. Sykes. Lonely Atoms with Special Gifts: Breaking Linear Scaling Relationships in Heterogeneous Catalysis with Single-Atom Alloys. The Journal of Physical Chemistry Letters 2018, 9
(18)
, 5636-5646. https://doi.org/10.1021/acs.jpclett.8b01888
- Insoo Ro, Joaquin Resasco, Phillip Christopher. Approaches for Understanding and Controlling Interfacial Effects in Oxide-Supported Metal Catalysts. ACS Catalysis 2018, 8
(8)
, 7368-7387. https://doi.org/10.1021/acscatal.8b02071
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(4)
, 3202-3208. https://doi.org/10.1021/acscatal.8b00145
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(2)
, 975-986. https://doi.org/10.1021/acscatal.7b03597
- Randall J. Meyer, Qiang Zhang, Anna Kryczka, Carolina Gomez, and Ruzica Todorovic . Perturbation of Reactivity with Geometry: How Far Can We Go?. ACS Catalysis 2018, 8
(1)
, 566-570. https://doi.org/10.1021/acscatal.7b03228
- Daniel V. Esposito . Membrane-Coated Electrocatalysts—An Alternative Approach To Achieving Stable and Tunable Electrocatalysis. ACS Catalysis 2018, 8
(1)
, 457-465. https://doi.org/10.1021/acscatal.7b03374
- Shaodan Xu, Jia Du, Huanxuan Li, and Junhong Tang . Copolymeric Schiff Base Cu: A Platform for Active and Recyclable Catalyst in Aerobic Oxidations. Industrial & Engineering Chemistry Research 2017, 56
(51)
, 15030-15037. https://doi.org/10.1021/acs.iecr.7b04501
- Chuhong Lin, Bryan C.S. Lee, Uzma Anjum, Asmee M. Prabhu, Neeru Chaudhary, Rong Xu, Tej S. Choksi. Harnessing physics-inspired machine learning to design nanocluster catalysts for dehydrogenating liquid organic hydrogen carriers. Applied Catalysis B: Environment and Energy 2025, 371 , 125192. https://doi.org/10.1016/j.apcatb.2025.125192
- Vladimir P. Zhdanov. Elementary Steps of Catalytic Reactions Occurring on Metallic Alloy Nanoparticles. ChemPhysChem 2025, 26
(1)
https://doi.org/10.1002/cphc.202400521
- Lei Wang, Xuyan Zhou, Zihan Luo, Sida Liu, Shengying Yue, Yan Chen, Yilun Liu. Review of External Field Effects on Electrocatalysis: Machine Learning Guided Design. Advanced Functional Materials 2024, 34
(49)
https://doi.org/10.1002/adfm.202408870
- Kaisar Ahmad, Aasif Asharafbhai Dabbawala, Kyriaki Polychronopoulou, Dalaver Anjum, Marko Gacesa, Maguy Abi Jaoude. Kinetic Insights into Methanol Synthesis from CO
2
Hydrogenation at Atmospheric Pressure over Intermetallic Pd
2
Ga Catalyst. Global Challenges 2024, 8
(10)
https://doi.org/10.1002/gch2.202400159
- Vladimir P. Zhdanov. Basics of the reaction kinetics on metallic alloys. Physical Review E 2024, 110
(3)
https://doi.org/10.1103/PhysRevE.110.034804
- Yuming Su, Xue Wang, Yuanxiang Ye, Yibo Xie, Yujing Xu, Yibin Jiang, Cheng Wang. Automation and machine learning augmented by large language models in a catalysis study. Chemical Science 2024, 15
(31)
, 12200-12233. https://doi.org/10.1039/D3SC07012C
- Selin Bac, Zhenzhuo Lan, Shaama Mallikarjun Sharada. Transition Structures, Reaction Paths, and Kinetics: Methods and Applications in Catalysis. 2024, 496-518. https://doi.org/10.1016/B978-0-12-821978-2.00006-4
- Gaobo Chang, Cheng Huang, Huiling Zheng, Yuancheng He, Dan Zhao, Zhong Li, Hanqing Zhao. Synergistically catalytic regulation of surface chemistry on coal based needle coke by bimetallic interface for enhanced Li/Na storage. Carbon 2024, 218 , 118762. https://doi.org/10.1016/j.carbon.2023.118762
- Honglin Wang, Jing Li, Hongwei Zhu. Ultimate structures in catalysis: Single atoms, subnano-clusters, and electrons. Science China Materials 2023, 66
(12)
, 4521-4541. https://doi.org/10.1007/s40843-023-2678-5
- Xue Zhang, Zhuo Wang, Adam Mukhtar Lawan, Jiahong Wang, Chang‐Yu Hsieh, Chenru Duan, Cheng Heng Pang, Paul. K. Chu, Xue‐Feng Yu, Haitao Zhao. Data‐driven structural descriptor for predicting platinum‐based alloys as oxygen reduction electrocatalysts. InfoMat 2023, 5
(6)
https://doi.org/10.1002/inf2.12406
- Sidra Anis Farooqi, Ahmad Salam Farooqi, Shamaila Sajjad, Chenglin Yan, Ayodele Bamidele Victor. Electrochemical reduction of carbon dioxide into valuable chemicals: a review. Environmental Chemistry Letters 2023, 21
(3)
, 1515-1553. https://doi.org/10.1007/s10311-023-01565-7
- Zhuangzhuang Lai, Haifeng Wang. General rules of active zone on the three-dimensional volcano surface enables rapid location of efficient catalyst. Journal of Catalysis 2023, 417 , 453-461. https://doi.org/10.1016/j.jcat.2022.12.034
- Gaobo Chang, Cheng Huang, Huiling Zheng, Yuancheng He, Dan Zhao, Zhong Li, Hanqing Zhao. Synergistically Catalytic Regulation of Surface Chemistry on Coal Based Needle Coke by Bimetallic Interface for Enhanced Li/Na Storage. 2023https://doi.org/10.2139/ssrn.4499335
- Gaobo Chang, Cheng Huang, Huiling Zheng, Yuancheng He, Dan Zhao, Zhong Li, Hanqing Zhao. Synergistically Catalytic Regulation of Surface Chemistry on Coal Based Needle Coke by Bimetallic Interface for Enhanced Li/Na Storage. 2023https://doi.org/10.2139/ssrn.4587974
- Gaobo Chang, Cheng Huang, Huiling Zheng, Yuancheng He, Dan Zhao, Zhong Li, Hanqing Zhao. Synergistically Catalytic Regulation of Surface Chemistry on Coal Based Needle Coke by Bimetallic Interface for Enhanced Li/Na Storage. 2023https://doi.org/10.2139/ssrn.4618524
- Libo Sun, Vikas Reddu, Xin Wang. Multi-atom cluster catalysts for efficient electrocatalysis. Chemical Society Reviews 2022, 51
(21)
, 8923-8956. https://doi.org/10.1039/D2CS00233G
- Vi Thuy Thi Phan, Toan Minh Pham, Hau Quoc Pham, Tai Thien Huynh, Thi Hong Tham Nguyen, Van Thi Thanh Ho. Low‐dose Ir‐doped TiO
2
supported Pt‐Co bimetallic nanoparticles: A highly active and CO‐tolerant electrocatalyst towards methanol oxidation reaction. International Journal of Energy Research 2022, 46
(13)
, 19221-19232. https://doi.org/10.1002/er.8582
- Diwakar Kashyap, Hanan Teller, Palaniappan Subramanian, Petr Bělský, Medhanie Gebremedhin Gebru, Itay Pitussi, Radhey Shyam Yadav, Haya Kornweitz, Alex Schechter. Sn-based atokite alloy nanocatalyst for high-power dimethyl ether fueled low-temperature polymer electrolyte fuel cell. Journal of Power Sources 2022, 544 , 231882. https://doi.org/10.1016/j.jpowsour.2022.231882
- Fangfang Chang, Chenguang Wang, Xueli Wu, Yongpeng Liu, Juncai Wei, Zhengyu Bai, Lin Yang. Strained Lattice Gold-Copper Alloy Nanoparticles for Efficient Carbon Dioxide Electroreduction. Materials 2022, 15
(14)
, 5064. https://doi.org/10.3390/ma15145064
- Estela Ruiz-López, Jesús Gandara-Loe, Francisco Baena-Moreno, Tomas Ramirez Reina, José Antonio Odriozola. Electrocatalytic CO2 conversion to C2 products: Catalysts design, market perspectives and techno-economic aspects. Renewable and Sustainable Energy Reviews 2022, 161 , 112329. https://doi.org/10.1016/j.rser.2022.112329
- Guobin Wen, Bohua Ren, Yun Zheng, Matthew Li, Catherine Silva, Shuqin Song, Zhen Zhang, Haozhen Dou, Lei Zhao, Dan Luo, Aiping Yu, Zhongwei Chen. Engineering Electrochemical Surface for Efficient Carbon Dioxide Upgrade. Advanced Energy Materials 2022, 12
(3)
https://doi.org/10.1002/aenm.202103289
- Xiaobin Liao, Ruihu Lu, Lixue Xia, Qian Liu, Huan Wang, Kristin Zhao, Zhaoyang Wang, Yan Zhao. Density Functional Theory for Electrocatalysis. ENERGY & ENVIRONMENTAL MATERIALS 2022, 5
(1)
, 157-185. https://doi.org/10.1002/eem2.12204
- Narges Manavi, Bin Liu. Mitigating Coke Formations for Dry Reforming of Methane on Dual-Site Catalysts: A Microkinetic Modeling Study. SSRN Electronic Journal 2022, 3 https://doi.org/10.2139/ssrn.4162689
- Gregory Zakem, Insoo Ro, Jordan Finzel, Phillip Christopher. Support functionalization as an approach for modifying activation entropies of catalytic reactions on atomically dispersed metal sites. Journal of Catalysis 2021, 404 , 883-896. https://doi.org/10.1016/j.jcat.2021.07.030
- Adam Baz, Sean T. Dix, Adam Holewinski, Suljo Linic. Microkinetic modeling in electrocatalysis: Applications, limitations, and recommendations for reliable mechanistic insights. Journal of Catalysis 2021, 404 , 864-872. https://doi.org/10.1016/j.jcat.2021.08.043
- Daniel Lach, Uladzislau Zhdan, Adam Smolinski, Jaroslaw Polanski. Functional and Material Properties in Nanocatalyst Design: A Data Handling and Sharing Problem. International Journal of Molecular Sciences 2021, 22
(10)
, 5176. https://doi.org/10.3390/ijms22105176
- Xin Li, Zongkui Kou, John Wang. Manipulating Interfaces of Electrocatalysts Down to Atomic Scales: Fundamentals, Strategies, and Electrocatalytic Applications. Small Methods 2021, 5
(2)
https://doi.org/10.1002/smtd.202001010
- Yufen Chen, Lluís Soler, Chenyang Xie, Xavier Vendrell, Jarosław Serafin, Daniel Crespo, Jordi Llorca. A straightforward method to prepare supported Au clusters by mechanochemistry and its application in photocatalysis. Applied Materials Today 2020, 21 , 100873. https://doi.org/10.1016/j.apmt.2020.100873
- Andrea Auer, Mie Andersen, Eva-Maria Wernig, Nicolas G. Hörmann, Nico Buller, Karsten Reuter, Julia Kunze-Liebhäuser. Self-activation of copper electrodes during CO electro-oxidation in alkaline electrolyte. Nature Catalysis 2020, 3
(10)
, 797-803. https://doi.org/10.1038/s41929-020-00505-w
- Karun K. Rao, Quan K. Do, Khoa Pham, Debtanu Maiti, Lars C. Grabow. Extendable Machine Learning Model for the Stability of Single Atom Alloys. Topics in Catalysis 2020, 63
(7-8)
, 728-741. https://doi.org/10.1007/s11244-020-01267-2
- Chen Chen, Xiaorong Zhu, Xiaojian Wen, Yangyang Zhou, Ling Zhou, Hao Li, Li Tao, Qiling Li, Shiqian Du, Tingting Liu, Dafeng Yan, Chao Xie, Yuqin Zou, Yanyong Wang, Ru Chen, Jia Huo, Yafei Li, Jun Cheng, Hui Su, Xu Zhao, Weiren Cheng, Qinghua Liu, Hongzhen Lin, Jun Luo, Jun Chen, Mingdong Dong, Kai Cheng, Conggang Li, Shuangyin Wang. Coupling N2 and CO2 in H2O to synthesize urea under ambient conditions. Nature Chemistry 2020, 12
(8)
, 717-724. https://doi.org/10.1038/s41557-020-0481-9
- Adam Baz, Adam Holewinski. Understanding the interplay of bifunctional and electronic effects: Microkinetic modeling of the CO electro-oxidation reaction. Journal of Catalysis 2020, 384 , 1-13. https://doi.org/10.1016/j.jcat.2020.02.003
- Lei Fan, Chuan Xia, Fangqi Yang, Jun Wang, Haotian Wang, Yingying Lu. Strategies in catalysts and electrolyzer design for electrochemical CO
2
reduction toward C
2+
products. Science Advances 2020, 6
(8)
https://doi.org/10.1126/sciadv.aay3111
- Karsten Reuter, Horia Metiu. A Decade of Computational Surface Catalysis. 2020, 1309-1319. https://doi.org/10.1007/978-3-319-44680-6_1
- Jun Zhou, Yue Zhang, Song Li, Jing Chen. Ni/NiO Nanocomposites with Rich Oxygen Vacancies as High-Performance Catalysts for Nitrophenol Hydrogenation. Catalysts 2019, 9
(11)
, 944. https://doi.org/10.3390/catal9110944
- Anish Dasgupta, Robert M. Rioux. Intermetallics in catalysis: An exciting subset of multimetallic catalysts. Catalysis Today 2019, 330 , 2-15. https://doi.org/10.1016/j.cattod.2018.05.048
- Carla P. Gomes, Junwen Bai, Yexiang Xue, Johan Björck, Brendan Rappazzo, Sebastian Ament, Richard Bernstein, Shufeng Kong, Santosh K. Suram, R. Bruce van Dover, John M. Gregoire. CRYSTAL: a multi-agent AI system for automated mapping of materials’ crystal structures. MRS Communications 2019, 9
(2)
, 600-608. https://doi.org/10.1557/mrc.2019.50
- Hui Shi. Valorization of Biomass‐derived Small Oxygenates: Kinetics, Mechanisms and Site Requirements of H
2
‐involved Hydrogenation and Deoxygenation Pathways over Heterogeneous Catalysts. ChemCatChem 2019, 11
(7)
, 1824-1877. https://doi.org/10.1002/cctc.201801828
- Manuel J. S. Farias, Juan M. Feliu. Determination of Specific Electrocatalytic Sites in the Oxidation of Small Molecules on Crystalline Metal Surfaces. Topics in Current Chemistry 2019, 377
(1)
https://doi.org/10.1007/s41061-018-0228-x
- Jennifer N. Jocz, Andrew J. Medford, Carsten Sievers. Thermodynamic Limitations of the Catalyst Design Space for Methanol Production from Methane. ChemCatChem 2019, 11
(1)
, 593-600. https://doi.org/10.1002/cctc.201801438
- Bryan R. Goldsmith, Jacques Esterhuizen, Jin‐Xun Liu, Christopher J. Bartel, Christopher Sutton. Machine learning for heterogeneous catalyst design and discovery. AIChE Journal 2018, 64
(7)
, 2311-2323. https://doi.org/10.1002/aic.16198
- Brian M. Murphy, Bingjun Xu. Foundational techniques for catalyst design in the upgrading of biomass-derived multifunctional molecules. Progress in Energy and Combustion Science 2018, 67 , 1-30. https://doi.org/10.1016/j.pecs.2018.01.003
- Ali Hussain Motagamwala, Madelyn R. Ball, James A. Dumesic. Microkinetic Analysis and Scaling Relations for Catalyst Design. Annual Review of Chemical and Biomolecular Engineering 2018, 9
(1)
, 413-450. https://doi.org/10.1146/annurev-chembioeng-060817-084103
- Mikkel Jørgensen, Henrik Grönbeck. The Site‐Assembly Determines Catalytic Activity of Nanoparticles. Angewandte Chemie 2018, 130
(18)
, 5180-5183. https://doi.org/10.1002/ange.201802113
- Mikkel Jørgensen, Henrik Grönbeck. The Site‐Assembly Determines Catalytic Activity of Nanoparticles. Angewandte Chemie International Edition 2018, 57
(18)
, 5086-5089. https://doi.org/10.1002/anie.201802113
- Zhen Yao, Karsten Reuter. First‐Principles Computational Screening of Dopants to Improve the Deacon Process over RuO
2. ChemCatChem 2018, 10
(2)
, 465-469. https://doi.org/10.1002/cctc.201701313
- Karsten Reuter, Horia Metiu. A Decade of Computational Surface Catalysis. 2018, 1-11. https://doi.org/10.1007/978-3-319-50257-1_1-1
- D-J. Chen, Y.Y.J. Tong. The Bifunctional Electrocatalysis of Carbon Monoxide Oxidation Reaction. 2018, 881-897. https://doi.org/10.1016/B978-0-12-409547-2.13317-7
- Keith J. Stevenson, Kristina Tschulik. A materials driven approach for understanding single entity nano impact electrochemistry. Current Opinion in Electrochemistry 2017, 6
(1)
, 38-45. https://doi.org/10.1016/j.coelec.2017.07.009
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