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Unravelling Single-Atom Catalysis: A Surface Science Approach

Unravelling Single-Atom Catalysis: A Surface Science Approach

Gareth Parkinson (ORCID: 0000-0003-2457-8977)
  • Grant DOI 10.55776/Y847
  • Funding program FWF START Award
  • Status ended
  • Start January 1, 2016
  • End November 30, 2023
  • Funding amount € 1,200,000
  • Project website

Disciplines

Chemistry (40%); Physics, Astronomy (60%)

Keywords

    Heterogeneous Catalysis, Surface Science, Metal Oxide Surfaces, Scanning Tunneling Microscopy

Abstract Final report

Catalysis is a global industry underpinning the production of fuels, plastics, fine chemicals and pharmaceuticals. Unfortunately, the best catalysts are rare and expensive metals, which makes efficient usage of the active material an important consideration as we build the low-cost, energy efficient, environmentally friendly catalysts of the future. Recently it has emerged that catalysis can be performed using single metal atoms adsorbed on inexpensive metal oxide supports, the ultimate in efficiency. The development of this exciting, yet controversial concept is hampered by an inability to characterize a system based on single-atom active sites. The latest aberration-corrected transmission electron microscopes can confirm the presence of single metal adatoms, but can say nothing about the local environment of the active site. Such information is crucial to better understand adatom stability, identify deactivation processes, accurately model reaction mechanisms, and ultimately, to design better catalysts. Surface science has traditionally provided the mechanistic insights to understand heterogeneous catalysis. However, model systems in which single atoms remain stable on well characterised metal oxide surfaces are scarce, and work has largely been restricted to cryogenic temperatures where diffusion is frozen out, but most reactions are as well. My group at the TU Wien has made a game changing discovery; a model system (the Fe3O4(001) surface) in which dense arrays of metal adatoms remain isolated even when the system is heated to 700 K, easily high enough to study many important catalytic reactions. With the experimental knowhow and theoretical expertise at our disposal, we are uniquely placed to utilize this special system to unravel the atomic-scale mechanisms of catalysis using single metal atoms and very small clusters. The work plan builds our knowledge via a step-by-step approach. The beauty of the Fe3O4(001) adatom template is that the metal/adsorbate combination is easily switched, in both experiment and theory, allowing the best atom for a specific task to be quickly identified. Preliminary results for CO oxidation over a Pt1/Fe3O4 catalyst are encouraging; an entire Mars van Krevelen cycle can be followed at the atomic-scale. We will use our knowledge to tailor single-atom catalysts for a series of probe reactions, test performance in realistic high pressure environments, and attempt to recreate similar systems on Fe3O4 nanocubes. The comprehensive experimentalheory approach to be employed here reflects the broad expertise acquired in my career to date. Funding this proposal will support successful collaborations, and establish new, both within the TU Vienna and internationally. I firmly believe that the excellent infrastructure and world class research environment makes this the ideal venue to pursue this challenging line of research, and it is here that I want to build my academic career and make a lasting impression in the field of heterogeneous catalysis research.

Catalysts are employed throughout the modern economy to convert one material into another. The best catalysts tend to be rare and expensive metals, so much effort is expended on attempts to minimize the amount of metal required. In this FWF START project, we were investigating the potential of "single-atom" catalysts, which represent the ultimate limit in efficiency. To be useful, the single atoms must be anchored on a cheap support material, such as iron oxide. Our project was designed to determine how the anchoring works, and how the reactions occur. Real industrial catalysts are highly complex, which makes it impossible to know the atomic-scale structure. Our work was based on an idealized model system, in which the support was a well-defined iron-oxide single crystal, and the catalyst was studied in a highly controlled vacuum environment. Over the course of the project, we demonstrated that the way in which the "single-atom" binds to the support is critical to its reactivity and stability. This is because the metal atom becomes electrically charged when it forms bonds, and this directly affects the binding strength of reactant molecules. Moreover, we showed that it is possible to control the bonding, and thus the reactivity by correct treatments of the catalyst. All of these studies (38 papers were published in total) utilized a tight collaboration between experiments and simulations, and pushed the limits of what could be achieved in this type of work. One of the most difficult issues with experiments using "single atoms", is that the signal is usually very low. During the project, we realised that we needed to improve the capability of our experiments to get reliable data, and this motivated a push to improve our equipment. The START funding allowed us to dramatically improve the sensitivity of our equipment with state-of-the-art equipment. We also had to improve our methodologies, and a major success of the project was the development of a new setup for "infrared reflection absorption spectroscopy" that allows us to study model single atom catalysts for the first time. Finally, the project has been highly beneficial for both the PI, who is now full professor at the TU Wien, and the PhD students involved who are all pursuing successful careers in academic research. The results of this project have inspired new ideas, and allowed many of the team to apply successfully for further research funding totaling approximately 5M from the FWF and the European Union.

Research institution(s)
  • Technische Universität Wien - 100%
International project participants
  • Andreas Stierle, Deutsches Elektronensynchrotron - Germany
  • Francesco Allegretti, Technische Universität München - Germany
  • Petra De Jongh, Universiteit Utrecht - Netherlands
  • Juan De La Figuera, Instituto de Quimica-Fisica Rocasolano - Spain
  • Edvin Lundgren, Lund University - Sweden
  • Joachim Schnadt, Lund University - Sweden
  • Bruce D. Kay, Pacific Northwest National Laboratory - USA

Research Output

  • 2068 Citations
  • 50 Publications
  • 1 Methods & Materials
  • 3 Scientific Awards
  • 6 Fundings
Publications
  • 2019
    Title Influence of Local Defects on the Dynamics of O–H Bond Breaking and Formation on a Magnetite Surface
    DOI 10.1021/acs.jpcc.9b05547
    Type Journal Article
    Author Bourgund A
    Journal The Journal of Physical Chemistry C
    Pages 19742-19747
    Link Publication
  • 2019
    Title Nickel Doping Enhances the Reactivity of Fe3O4(001) to Water
    DOI 10.1021/acs.jpcc.9b02993
    Type Journal Article
    Author Jakub Z
    Journal The Journal of Physical Chemistry C
    Pages 15038-15045
  • 2024
    Title Infrared reflection absorption spectroscopy setup with incidence angle selection for surfaces of non-metals
    DOI 10.1063/5.0210860
    Type Journal Article
    Author Rath D
    Journal Review of Scientific Instruments
    Pages 065106
    Link Publication
  • 2024
    Title A Multitechnique Study of C2H4 Adsorption on a Model Single-Atom Rh1 Catalyst
    DOI 10.1021/acs.jpcc.4c03588
    Type Journal Article
    Author Wang C
    Journal The Journal of Physical Chemistry C
    Pages 15404-15411
    Link Publication
  • 2018
    Title Direct measurement of Ni incorporation into Fe 3 O 4 (001)
    DOI 10.1039/c8cp02516a
    Type Journal Article
    Author Ryan P
    Journal Physical Chemistry Chemical Physics
    Pages 16469-16476
    Link Publication
  • 2018
    Title Water agglomerates on Fe3O4(001)
    DOI 10.1073/pnas.1801661115
    Type Journal Article
    Author Meier M
    Journal Proceedings of the National Academy of Sciences
    Link Publication
  • 2018
    Title Probing the geometry of copper and silver adatoms on magnetite: quantitative experiment versus theory
    DOI 10.1039/c7nr07319d
    Type Journal Article
    Author Meier M
    Journal Nanoscale
    Pages 2226-2230
    Link Publication
  • 2018
    Title Atomic-Scale Structure of the Hematite a-Fe2O3(11¯02) “R-Cut” Surface
    DOI 10.1021/acs.jpcc.7b10515
    Type Journal Article
    Author Kraushofer F
    Journal The Journal of Physical Chemistry C
    Pages 1657-1669
    Link Publication
  • 2016
    Title Co on Fe3O4(001): Towards precise control of surface properties
    DOI 10.1063/1.4942662
    Type Journal Article
    Author Gargallo-Caballero R
    Journal The Journal of Chemical Physics
    Pages 094704
    Link Publication
  • 2016
    Title The role of surface defects in the adsorption of methanol on Fe3O4(001)
    DOI 10.48550/arxiv.1605.09137
    Type Preprint
    Author Gamba O
  • 2016
    Title Fe3O4(110)–(1×3) revisited: Periodic (111) nanofacets
    DOI 10.1016/j.susc.2016.02.020
    Type Journal Article
    Author Parkinson G
    Journal Surface Science
    Link Publication
  • 2016
    Title Iron oxide surfaces
    DOI 10.1016/j.surfrep.2016.02.001
    Type Journal Article
    Author Parkinson G
    Journal Surface Science Reports
    Pages 272-365
  • 2016
    Title Dual role of CO in the stability of subnano Pt clusters at the Fe3O4(001) surface
    DOI 10.1073/pnas.1605649113
    Type Journal Article
    Author Bliem R
    Journal Proceedings of the National Academy of Sciences
    Pages 8921-8926
    Link Publication
  • 2016
    Title Atomic structure and stability of magnetite Fe3O4(001): An X-ray view
    DOI 10.1016/j.susc.2016.06.002
    Type Journal Article
    Author Arndt B
    Journal Surface Science
    Pages 76-81
    Link Publication
  • 2016
    Title The Role of Surface Defects in the Adsorption of Methanol on Fe3O4(001)
    DOI 10.1007/s11244-016-0713-9
    Type Journal Article
    Author Gamba O
    Journal Topics in Catalysis
    Pages 420-430
    Link Publication
  • 2023
    Title Stability of Iridium Single Atoms on Fe3O4(001) in the mbar Pressure Range
    DOI 10.1021/acs.jpcc.3c03097
    Type Journal Article
    Author Comini N
    Journal The Journal of Physical Chemistry C
    Pages 19097-19106
    Link Publication
  • 2021
    Title Unravelling CO adsorption on model single-atom catalysts
    DOI 10.48550/arxiv.2109.12977
    Type Preprint
    Author Hulva J
  • 2021
    Title Surface Reduction State Determines Stabilization and Incorporation of Rh on {\alpha}-Fe2O3(1-102)
    DOI 10.48550/arxiv.2109.13084
    Type Preprint
    Author Kraushofer F
  • 2021
    Title Surface Reduction State Determines Stabilization and Incorporation of Rh on a-Fe2O3(11¯02)
    DOI 10.1002/admi.202001908
    Type Journal Article
    Author Kraushofer F
    Journal Advanced Materials Interfaces
    Link Publication
  • 2021
    Title Unraveling CO adsorption on model single-atom catalysts
    DOI 10.1126/science.abe5757
    Type Journal Article
    Author Hulva J
    Journal Science
    Pages 375-379
    Link Publication
  • 2020
    Title IrO2 Surface Complexions Identified Through Machine Learning and Surface Investigations
    DOI 10.48550/arxiv.2009.11569
    Type Preprint
    Author Timmermann J
  • 2020
    Title Order–disorder phase transition of the subsurface cation vacancy reconstruction on Fe 3 O 4 (001)
    DOI 10.1039/d0cp00690d
    Type Journal Article
    Author Arndt B
    Journal Physical Chemistry Chemical Physics
    Pages 8336-8343
    Link Publication
  • 2020
    Title A Model System for Photocatalysis: Ti-Doped a-Fe2O3(11¯02) Single-Crystalline Films
    DOI 10.1021/acs.chemmater.9b04908
    Type Journal Article
    Author Franceschi G
    Journal Chemistry of Materials
    Pages 3753-3764
    Link Publication
  • 2020
    Title IrO2 Surface Complexions Identified through Machine Learning and Surface Investigations
    DOI 10.1103/physrevlett.125.206101
    Type Journal Article
    Author Timmermann J
    Journal Physical Review Letters
    Pages 206101
    Link Publication
  • 2022
    Title CO oxidation by Pt2/Fe3O4: Metastable dimer and support configurations facilitate lattice oxygen extraction
    DOI 10.1126/sciadv.abn4580
    Type Journal Article
    Author Meier M
    Journal Science Advances
    Link Publication
  • 2022
    Title Role of Polarons in Single-Atom Catalysts: Case Study of Me1 [Au1, Pt1, and Rh1] on TiO2(110)
    DOI 10.48550/arxiv.2204.06991
    Type Preprint
    Author Sombut P
  • 2019
    Title Single-Atom Catalysis: How Structure Influences Catalytic Performance
    DOI 10.1007/s10562-019-02709-7
    Type Journal Article
    Author Parkinson G
    Journal Catalysis Letters
    Pages 1137-1146
    Link Publication
  • 2019
    Title Local Structure and Coordination Define Adsorption in a Model Ir1/Fe3O4 Single-Atom Catalyst
    DOI 10.1002/ange.201907536
    Type Journal Article
    Author Jakub Z
    Journal Angewandte Chemie
    Pages 14099-14106
    Link Publication
  • 2019
    Title Local Structure and Coordination Define Adsorption in a Model Ir1/Fe3O4 Single-Atom Catalyst
    DOI 10.1002/anie.201907536
    Type Journal Article
    Author Jakub Z
    Journal Angewandte Chemie International Edition
    Pages 13961-13968
    Link Publication
  • 2019
    Title Influence of Local Defects on the Dynamics of O-H Bond Breaking and Formation on a Magnetite Surface
    DOI 10.48550/arxiv.1907.12944
    Type Preprint
    Author Bourgund A
  • 2019
    Title Water Ordering on the Magnetite Fe3O4 Surfaces
    DOI 10.1021/acs.jpclett.9b00773
    Type Journal Article
    Author Zaki E
    Journal The Journal of Physical Chemistry Letters
    Pages 2487-2492
    Link Publication
  • 2020
    Title Surface science studies of iron oxides as model catalyst supports
    DOI 10.34726/hss.2020.76167
    Type Other
    Author Zdeněk J
    Link Publication
  • 2020
    Title Adsorption and reaction of methanol on Fe3O4(001)
    DOI 10.1063/1.5139418
    Type Journal Article
    Author Marcinkowski M
    Journal The Journal of Chemical Physics
    Pages 064703
    Link Publication
  • 2020
    Title Probing structural changes upon carbon monoxide coordination to single metal adatoms
    DOI 10.1063/1.5137904
    Type Journal Article
    Author Ryan P
    Journal The Journal of Chemical Physics
    Pages 051102
    Link Publication
  • 2021
    Title Single Rh Adatoms Stabilized on a-Fe2O3(11¯02) by Coadsorbed Water
    DOI 10.1021/acsenergylett.1c02405
    Type Journal Article
    Author Kraushofer F
    Journal ACS Energy Letters
    Pages 375-380
    Link Publication
  • 2021
    Title Rapid oxygen exchange between hematite and water vapor
    DOI 10.1038/s41467-021-26601-4
    Type Journal Article
    Author Jakub Z
    Journal Nature Communications
    Pages 6488
    Link Publication
  • 2023
    Title Stability of Iridium Single Atoms on Fe3O4(001) in the mbar Pressure Range
    DOI 10.5167/uzh-238555
    Type Other
    Author Comini
    Link Publication
  • 2022
    Title Rapid oxygen exchange between hematite and water vapor
    DOI 10.48550/arxiv.2209.04205
    Type Preprint
    Author Jakub Z
  • 2022
    Title Single Rh adatoms stabilized on {\alpha}-Fe2O3(1-102) by co-adsorbed water
    DOI 10.48550/arxiv.2209.04211
    Type Preprint
    Author Kraushofer F
  • 2022
    Title CO oxidation by Pt2/Fe3O4: metastable dimer and support configurations facilitate lattice oxygen extraction
    DOI 10.48550/arxiv.2209.04222
    Type Preprint
    Author Meier M
  • 2022
    Title Single-Atom Catalysis: Insights from Model Systems
    DOI 10.48550/arxiv.2209.04256
    Type Preprint
    Author Kraushofer F
  • 2022
    Title Single-Atom Catalysis: Insights from Model Systems
    DOI 10.1021/acs.chemrev.2c00259
    Type Journal Article
    Author Kraushofer F
    Journal Chemical Reviews
    Pages 14911-14939
    Link Publication
  • 2017
    Title A multi-technique study of CO2 adsorption on Fe3O4 magnetite
    DOI 10.1063/1.4973241
    Type Journal Article
    Author Pavelec J
    Journal The Journal of Chemical Physics
    Pages 014701
    Link Publication
  • 2017
    Title Unravelling Single Atom Catalysis: The Surface Science Approach
    DOI 10.48550/arxiv.1706.09473
    Type Preprint
    Author Parkinson G
  • 2017
    Title Methanol on Anatase TiO2 (101): Mechanistic Insights into Photocatalysis
    DOI 10.1021/acscatal.7b02003
    Type Journal Article
    Author Setvin M
    Journal ACS Catalysis
    Pages 7081-7091
    Link Publication
  • 2017
    Title Unravelling single atom catalysis: The surface science approach
    DOI 10.1016/s1872-2067(17)62878-x
    Type Journal Article
    Author Parkinson G
    Journal Chinese Journal of Catalysis
    Pages 1454-1459
    Link Publication
  • 2016
    Title Spin reorientation transition of magnetite (001)
    DOI 10.1103/physrevb.93.134419
    Type Journal Article
    Author Martín-García L
    Journal Physical Review B
    Pages 134419
    Link Publication
  • 2019
    Title Self-limited growth of an oxyhydroxide phase at the Fe3O4(001) surface in liquid and ambient pressure water
    DOI 10.1063/1.5116652
    Type Journal Article
    Author Kraushofer F
    Journal The Journal of Chemical Physics
    Pages 154702
    Link Publication
  • 2019
    Title Self-limited Growth of an Oxyhydroxide Phase at the Fe3O4(001) Surface in Liquid and Ambient Pressure Water
    DOI 10.48550/arxiv.1908.10619
    Type Preprint
    Author Kraushofer F
  • 2018
    Title Water Agglomerates on Fe3O4(001)
    DOI 10.48550/arxiv.1801.09601
    Type Preprint
    Author Meier M
Methods & Materials
  • 2024 Link
    Title UHV IRAS for non metals
    Type Improvements to research infrastructure
    Public Access
    Link Link
Scientific Awards
  • 2022
    Title AVS Fellowship
    Type Awarded honorary membership, or a fellowship, of a learned society
    Level of Recognition Continental/International
  • 2018
    Title Gaede Prize of the German Physical Society
    Type Research prize
    Level of Recognition Continental/International
  • 2017
    Title Kardinal Innitzer Förderungspreis
    Type Research prize
    Level of Recognition National (any country)
Fundings
  • 2021
    Title Indirect magnetic interactions: tuning by electric field
    Type Fellowship
    DOI 10.3030/101027667
    Start of Funding 2021
  • 2024
    Title Dynamics of cluster catalysts under reaction conditions - Florian Kraushofer
    Type Fellowship
    Start of Funding 2024
  • 2023
    Title Materials for Energy Conversion and Storage
    Type Other
    Start of Funding 2023
  • 2023
    Title TU-DX: Towards Applications of 2D Materials
    Type Other
    Start of Funding 2023
  • 2021
    Title Taming Complexity in Materials Modeling
    Type Other
    Start of Funding 2021
  • 2020
    Title Evolving Single-Atom Catalysis: Fundemental Insights for Rational Design
    Type Research grant (including intramural programme)
    Start of Funding 2020

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