ACS Publications. Most Trusted. Most Cited. Most Read
Periodic Trends in Adsorption Energies around Single-Atom Alloy Active Sites
My Activity

Figure 1Loading Img
    Physical Insights into Chemistry, Catalysis, and Interfaces

    Periodic Trends in Adsorption Energies around Single-Atom Alloy Active Sites
    Click to copy article linkArticle link copied!

    • Julia Schumann*
      Julia Schumann
      Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, U.K.
      Department of Chemical Engineering, University College London, Roberts Building, Torrington Place, London WC1E 7JE, U.K.
      Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K.
      *Email: [email protected]
    • Yutian Bao
      Yutian Bao
      Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, U.K.
      More by Yutian Bao
    • Ryan T. Hannagan
      Ryan T. Hannagan
      Department of Chemistry, Tufts University, 62 Talbot Avenue, Medford, Massachusetts 02155, United States
    • E. Charles H. Sykes
      E. Charles H. Sykes
      Department of Chemistry, Tufts University, 62 Talbot Avenue, Medford, Massachusetts 02155, United States
    • Michail Stamatakis
      Michail Stamatakis
      Department of Chemical Engineering, University College London, Roberts Building, Torrington Place, London WC1E 7JE, U.K.
    • Angelos Michaelides*
      Angelos Michaelides
      Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, U.K.
      Yusuf Hamied Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K.
      *Email: [email protected]
    Other Access OptionsSupporting Information (2)

    The Journal of Physical Chemistry Letters

    Cite this: J. Phys. Chem. Lett. 2021, 12, 41, 10060–10067
    Click to copy citationCitation copied!
    https://doi.org/10.1021/acs.jpclett.1c02497
    Published October 11, 2021
    Copyright © 2021 American Chemical Society

    Abstract

    Click to copy section linkSection link copied!
    Abstract Image

    Single-atom alloys (SAAs) make up a special class of alloy surface catalysts that offer well-defined, isolated active sites in a more inert metal host. The dopant sites are generally assumed to have little or no influence on the properties of the host metal, and transport of chemical reactants and products to and from the dopant sites is generally assumed to be facile. Here, by performing density functional theory calculations and surface science experiments, we identify a new physical effect on SAA surfaces, whereby adsorption is destabilized by ≤300 meV on host sites within the perimeter of the reactive dopant site. We identify periodic trends for this behavior and demonstrate a zone of exclusion around the reactive sites for a range of adsorbates and combinations of host and dopant metals. Experiments confirm an increased barrier for diffusion of CO toward the dopant on a RhCu SAA. This effect offers new possibilities for understanding and designing active sites with tunable energetic landscapes surrounding them.

    Copyright © 2021 American Chemical Society

    Read this article

    To access this article, please review the available access options below.

    Get instant access

    Purchase Access

    Read this article for 48 hours. Check out below using your ACS ID or as a guest.

    Recommended

    Access through Your Institution

    You may have access to this article through your institution.

    Your institution does not have access to this content. Add or change your institution or let them know you’d like them to include access.

    Supporting Information

    Click to copy section linkSection link copied!

    The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acs.jpclett.1c02497.

    • Detailed information about the computational and experimental setup, convergence tests, and further computational and experimental data (PDF)

    • Optimized structure files (ZIP)

    Terms & Conditions

    Most electronic Supporting Information files are available without a subscription to ACS Web Editions. Such files may be downloaded by article for research use (if there is a public use license linked to the relevant article, that license may permit other uses). Permission may be obtained from ACS for other uses through requests via the RightsLink permission system: http://pubs.acs.org/page/copyright/permissions.html.

    Cited By

    Click to copy section linkSection link copied!
    Citation Statements
    Explore this article's citation statements on scite.ai

    This article is cited by 27 publications.

    1. Yanfei Liu, Zhang Liu, Yi Yu, Chun Du, Jie Xu, YaoHui Dun, Chengxiong Wang, Yunkun Zhao, Aimin Zhang, Fudong Liu, Wei Li, Rong Chen, Bin Shan. Unlocking the Potential of Isolated Pt Atoms for NH3–SCO Reactions via Modulating Orbital Coupling in Heteroatom Ensembles. ACS Catalysis 2025, Article ASAP.
    2. Jie Li, Yue Pan, Hao Yan, Xuewei Ding, Yibin Liu, Xiang Feng, Chaohe Yang. Recent Advances in Pt-Based Ordered Intermetallic Catalysts for Glycerol Oxidation. Industrial & Engineering Chemistry Research 2025, 64 (10) , 5099-5113. https://doi.org/10.1021/acs.iecr.4c04635
    3. Herzain I. Rivera-Arrieta, Lucas Foppa. Rules Describing CO2 Activation on Single-Atom Alloys from DFT-Meta-GGA Calculations and Artificial Intelligence. ACS Catalysis 2025, 15 (4) , 2916-2926. https://doi.org/10.1021/acscatal.4c07178
    4. Tongxin Han, Yuanyuan Li, Tao Wu, Debora Motta Meira, Shuting Xiang, Yueqiang Cao, Ilkeun Lee, Xing-Gui Zhou, De-en Jiang, Anatoly I. Frenkel, Francisco Zaera. Remote Activation of H–H Bonds by Platinum in Dilute Alloy Catalysts. ACS Catalysis 2024, 14 (9) , 7157-7165. https://doi.org/10.1021/acscatal.4c00886
    5. Yixiao Wang, Mengdan Wei, Qingdan Ding, Huimin Li, Wei Ma. Identification of Intersite Distance Effects in Au-Ag Single-Atom Alloy Catalysts Using Single Nanoparticle Collision Electrochemistry. Nano Letters 2024, 24 (16) , 4733-4740. https://doi.org/10.1021/acs.nanolett.3c04006
    6. Zhenghui Tan, Jun Chen, Sen Lin. Theoretical Insights into H2 Activation and Hydrogen Spillover on Near-Surface Alloys with Embedded Single Pt Atoms. ACS Catalysis 2024, 14 (4) , 2194-2201. https://doi.org/10.1021/acscatal.3c05660
    7. Raz L. Benson, Sai Sharath Yadavalli, Michail Stamatakis. Speeding up the Detection of Adsorbate Lateral Interactions in Graph-Theoretical Kinetic Monte Carlo Simulations. The Journal of Physical Chemistry A 2023, 127 (48) , 10307-10319. https://doi.org/10.1021/acs.jpca.3c05581
    8. Beomil Kim, Ying Chuan Tan, Yeonkyeong Ryu, Kyuseon Jang, Hafiz Ghulam Abbas, Taehyeok Kang, Hyeonuk Choi, Kug-Seung Lee, Sojung Park, Wooyul Kim, Pyuck-Pa Choi, Stefan Ringe, Jihun Oh. Trace-Level Cobalt Dopants Enhance CO2 Electroreduction and Ethylene Formation on Copper. ACS Energy Letters 2023, 8 (8) , 3356-3364. https://doi.org/10.1021/acsenergylett.3c00418
    9. Rhys J. Bunting, Felix Wodaczek, Tina Torabi, Bingqing Cheng. Reactivity of Single-Atom Alloy Nanoparticles: Modeling the Dehydrogenation of Propane. Journal of the American Chemical Society 2023, 145 (27) , 14894-14902. https://doi.org/10.1021/jacs.3c04030
    10. Yuki Nakaya, Shinya Furukawa. Catalysis of Alloys: Classification, Principles, and Design for a Variety of Materials and Reactions. Chemical Reviews 2023, 123 (9) , 5859-5947. https://doi.org/10.1021/acs.chemrev.2c00356
    11. Phillips Hutchison, Robert E. Warburton, Yogesh Surendranath, Sharon Hammes-Schiffer. Correlation between Electronic Descriptor and Proton-Coupled Electron Transfer Thermodynamics in Doped Graphite-Conjugated Catalysts. The Journal of Physical Chemistry Letters 2022, 13 (48) , 11216-11222. https://doi.org/10.1021/acs.jpclett.2c03278
    12. Romain Réocreux, E. Charles H. Sykes, Angelos Michaelides, Michail Stamatakis. Stick or Spill? Scaling Relationships for the Binding Energies of Adsorbates on Single-Atom Alloy Catalysts. The Journal of Physical Chemistry Letters 2022, 13 (31) , 7314-7319. https://doi.org/10.1021/acs.jpclett.2c01519
    13. Ziyi Chen, Peng Zhang. Electronic Structure of Single-Atom Alloys and Its Impact on The Catalytic Activities. ACS Omega 2022, 7 (2) , 1585-1594. https://doi.org/10.1021/acsomega.1c06067
    14. Emanuel Colombi Manzi, Michail Stamatakis, Giovanni Di Liberto, Gianfranco Pacchioni. Hydrogen complexes on single-atom alloys: A combined DFT – Kinetic Monte Carlo study. Surface Science 2025, 754 , 122688. https://doi.org/10.1016/j.susc.2024.122688
    15. Wenyu Zhou, Haisong Feng, Shihong Zhou, Mengxin Wang, Yuping Chen, Chenyang Lu, Hao Yuan, Jing Yang, Qun Li, Luxi Tan, Lichun Dong, Yong‐Wei Zhang. Designing and screening single‐atom alloy catalysts for CO 2 reduction to CH 3 OH via DFT and machine learning. AIChE Journal 2025, 71 (3) https://doi.org/10.1002/aic.18678
    16. John N. El Berch, Maya Salem, Giannis Mpourmpakis. Advances in simulating dilute alloy nanoparticles for catalysis. Nanoscale 2025, 17 (4) , 1936-1953. https://doi.org/10.1039/D4NR03761H
    17. Divinah Manoharan, Liu‐Chun Wang, Ying‐Chi Chen, Wei‐Peng Li, Chen‐Sheng Yeh. Catalytic Nanoparticles in Biomedical Applications: Exploiting Advanced Nanozymes for Therapeutics and Diagnostics. Advanced Healthcare Materials 2024, 13 (22) https://doi.org/10.1002/adhm.202400746
    18. Wei Wu, Wei Qu, Zichen Wang, Yangyang Tan, Runzhe Chen, Suhao Chen, Haifeng Lv, Jun Zhong, Niancai Cheng. Single-atom Al precisely modulate the strain of Pt3Co intermetallic for superior oxygen catalytic performance. Chemical Engineering Journal 2024, 491 , 151987. https://doi.org/10.1016/j.cej.2024.151987
    19. Hanan H. Ibrahim, Timo Weckman, Dmitry Yu. Murzin, Karoliina Honkala. Understanding selective hydrogenation of phenylacetylene on PdAg single atom alloy: DFT insights on molecule size and surface ensemble effects. Journal of Catalysis 2024, 434 , 115523. https://doi.org/10.1016/j.jcat.2024.115523
    20. Chengdong Yang, Yun Gao, Tian Ma, Mingru Bai, Chao He, Xiancheng Ren, Xianglin Luo, Changzhu Wu, Shuang Li, Chong Cheng. Metal Alloys‐Structured Electrocatalysts: Metal–Metal Interactions, Coordination Microenvironments, and Structural Property–Reactivity Relationships. Advanced Materials 2023, 35 (51) https://doi.org/10.1002/adma.202301836
    21. Stefan Ringe. The importance of a charge transfer descriptor for screening potential CO2 reduction electrocatalysts. Nature Communications 2023, 14 (1) https://doi.org/10.1038/s41467-023-37929-4
    22. Sara Alkhoori, Maryam Khaleel, Lourdes F. Vega, Kyriaki Polychronopoulou. Deoxygenation of vegetable oils and fatty acids: How can we steer the reaction selectivity towards diesel range hydrocarbons?. Journal of Industrial and Engineering Chemistry 2023, 127 , 36-61. https://doi.org/10.1016/j.jiec.2023.07.031
    23. Rahul Patil, Tapan Dey, Ling Kang, Shude Liu, Seong Chan Jun, Saikat Dutta. Electronic and Structural Engineering of Atomically Dispersed Isolated Single‐Atom and Alloy Architectures. Small 2023, 19 (29) https://doi.org/10.1002/smll.202301675
    24. Ricardo Ruvalcaba, Jonathan Guerrero-Sanchez, Noboru Takeuchi, Francisco Zaera. Crotonaldehyde Adsorption on Cu-Pt Surface Alloys: A Quantum Mechanics Study. Chemistry 2023, 5 (1) , 463-478. https://doi.org/10.3390/chemistry5010034
    25. Tongxin Han, Yuanyuan Li, Yueqiang Cao, Ilkeun Lee, Xinggui Zhou, Anatoly I. Frenkel, Francisco Zaera. In situ identification of surface sites in Cu–Pt bimetallic catalysts: Gas-induced metal segregation. The Journal of Chemical Physics 2022, 157 (23) https://doi.org/10.1063/5.0130431
    26. Mindika Tilan Nayakasinghe, Rodrigo Ponce Perez, Bo Chen, Noboru Takeuchi, Francisco Zaera. Adsorption, thermal conversion, and catalytic hydrogenation of acrolein on Cu surfaces. Journal of Catalysis 2022, 414 , 257-266. https://doi.org/10.1016/j.jcat.2022.09.013
    27. M. Pineda, M. Stamatakis. Kinetic Monte Carlo simulations for heterogeneous catalysis: Fundamentals, current status, and challenges. The Journal of Chemical Physics 2022, 156 (12) https://doi.org/10.1063/5.0083251

    The Journal of Physical Chemistry Letters

    Cite this: J. Phys. Chem. Lett. 2021, 12, 41, 10060–10067
    Click to copy citationCitation copied!
    https://doi.org/10.1021/acs.jpclett.1c02497
    Published October 11, 2021
    Copyright © 2021 American Chemical Society

    Article Views

    2273

    Altmetric

    -

    Citations

    Learn about these metrics

    Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.

    Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.

    The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated.