Single atom catalysts on amorphous supports: A quenched disorder perspective
Abstract
Phenomenological models that invoke catalyst sites with different adsorption constants and rate constants are well-established, but computational and experimental methods are just beginning to provide atomically resolved details about amorphous surfaces and their active sites. This letter develops a statistical transformation from the quenched disorder distribution of site structures to the distribution of activation energies for sites on amorphous supports. We show that the overall kinetics are highly sensitive to the precise nature of the low energy tail in the activation energy distribution. Our analysis motivates further development of systematic methods to identify and understand the most reactive members of the active site distribution.
- Authors:
- Publication Date:
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES)
- OSTI Identifier:
- 1421558
- Grant/Contract Number:
- FG02-03ER15467
- Resource Type:
- Publisher's Accepted Manuscript
- Journal Name:
- Journal of Chemical Physics
- Additional Journal Information:
- Journal Name: Journal of Chemical Physics Journal Volume: 142 Journal Issue: 10; Journal ID: ISSN 0021-9606
- Publisher:
- American Institute of Physics
- Country of Publication:
- United States
- Language:
- English
Citation Formats
Peters, Baron, and Scott, Susannah L. Single atom catalysts on amorphous supports: A quenched disorder perspective. United States: N. p., 2015.
Web. doi:10.1063/1.4914145.
Peters, Baron, & Scott, Susannah L. Single atom catalysts on amorphous supports: A quenched disorder perspective. United States. https://doi.org/10.1063/1.4914145
Peters, Baron, and Scott, Susannah L. Fri .
"Single atom catalysts on amorphous supports: A quenched disorder perspective". United States. https://doi.org/10.1063/1.4914145.
@article{osti_1421558,
title = {Single atom catalysts on amorphous supports: A quenched disorder perspective},
author = {Peters, Baron and Scott, Susannah L.},
abstractNote = {Phenomenological models that invoke catalyst sites with different adsorption constants and rate constants are well-established, but computational and experimental methods are just beginning to provide atomically resolved details about amorphous surfaces and their active sites. This letter develops a statistical transformation from the quenched disorder distribution of site structures to the distribution of activation energies for sites on amorphous supports. We show that the overall kinetics are highly sensitive to the precise nature of the low energy tail in the activation energy distribution. Our analysis motivates further development of systematic methods to identify and understand the most reactive members of the active site distribution.},
doi = {10.1063/1.4914145},
journal = {Journal of Chemical Physics},
number = 10,
volume = 142,
place = {United States},
year = {Fri Mar 13 00:00:00 EDT 2015},
month = {Fri Mar 13 00:00:00 EDT 2015}
}
https://doi.org/10.1063/1.4914145
Web of Science
Works referenced in this record:
Water‐induced relaxation of the vitreous silica surface
journal, November 1990
- Feuston, B. P.; Garofalini, S. H.
- Journal of Applied Physics, Vol. 68, Issue 9
Computational approaches to the determination of active site structures and reaction mechanisms in heterogeneous catalysts
journal, April 2005
- Catlow, C. R. A.; French, S. A.; Sokol, A. A.
- Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 363, Issue 1829
Propylene Hydrogenation and Propane Dehydrogenation by a Single-Site Zn 2+ on Silica Catalyst
journal, March 2014
- Schweitzer, Neil M.; Hu, Bo; Das, Ujjal
- ACS Catalysis, Vol. 4, Issue 4
Structure of Isolated Molybdenum(VI) and Molybdenum(IV) Oxide Species on Silica: Periodic and Cluster DFT Studies
journal, February 2012
- Handzlik, Jarosław; Ogonowski, Jan
- The Journal of Physical Chemistry C, Vol. 116, Issue 9
Mono- and Dinuclear Silica-Supported Titanium(IV) Complexes and the Effect of TiOTi Connectivity on Reactivity
journal, August 1999
- Bouh, Abdillahi Omar; Rice, Gordon L.; Scott, Susannah L.
- Journal of the American Chemical Society, Vol. 121, Issue 31
Organo-f-element-based heterogeneous catalysts. Kinetics and mechanism of olefin hydrogenation by supported pentamethylcyclopentadienyl actinide complexes
journal, September 1990
- Gillespie, Ralph D.; Burwell, Robert L.; Marks, Tobin J.
- Langmuir, Vol. 6, Issue 9
Catalysis and Surface Organometallic Chemistry: A View from Theory and Simulations
journal, March 2010
- Sautet, Philippe; Delbecq, Françoise
- Chemical Reviews, Vol. 110, Issue 3
Accurate coverage-dependence incorporated into first-principles kinetic models: Catalytic NO oxidation on Pt (111)
journal, February 2012
- Wu, C.; Schmidt, D. J.; Wolverton, C.
- Journal of Catalysis, Vol. 286
Accurate Amorphous Silica Surface Models from First-Principles Thermodynamics of Surface Dehydroxylation
journal, April 2014
- Ewing, Christopher S.; Bhavsar, Saurabh; Veser, Götz
- Langmuir, Vol. 30, Issue 18
In Situ Generation of Active Sites in Olefin Metathesis
journal, July 2012
- Amakawa, Kazuhiko; Wrabetz, Sabine; Kröhnert, Jutta
- Journal of the American Chemical Society, Vol. 134, Issue 28
Model Structures for MCM-41 Materials: A Molecular Dynamics Simulation
journal, April 1994
- Feuston, B. P.; Higgins, J. B.
- The Journal of Physical Chemistry, Vol. 98, Issue 16
Theoretical Study of van der Waals Complexes at Surface Sites in Comparison with the Experiment
journal, November 1994
- Sauer, J.; Ugliengo, P.; Garrone, E.
- Chemical Reviews, Vol. 94, Issue 7
The distribution of activation energy for hydrogen desorption over silica-supported nickel catalysts determined from temperature-programmed desorption spectra
journal, May 1995
- Arai, Masahiko; Nishiyama, Yoshiyuki; Masuda, Takao
- Applied Surface Science, Vol. 89, Issue 1
Surface structural-chemical characterization of a single-site d0 heterogeneous arene hydrogenation catalyst having 100% active sites
journal, December 2012
- Williams, L. A.; Guo, N.; Motta, A.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 2
Cage-like clusters as models for the hydroxyls of silica: ab initio calculation of 1H and 29Si NMR chemical shifts
journal, January 1999
- Civalleri, B.; Garrone, E.; Ugliengo, P.
- Chemical Physics Letters, Vol. 299, Issue 5
Pd diffusion on MgO(100): The role of defects and small cluster mobility
journal, March 2006
- Xu, Lijun; Henkelman, Graeme; Campbell, Charles T.
- Surface Science, Vol. 600, Issue 6
Reactions and clustering of water with silica surface
journal, April 2005
- Ma, Yuchen; Foster, A. S.; Nieminen, R. M.
- The Journal of Chemical Physics, Vol. 122, Issue 14
Evidence for a chromasiloxane ring size effect in Phillips (Cr/SiO2) polymerization catalysts
journal, February 2009
- Demmelmaier, Cori A.; White, Rosemary E.; van Bokhoven, Jeroen A.
- Journal of Catalysis, Vol. 262, Issue 1
Molecular-Level Insight into Cr/Silica Phillips-Type Catalysts: Polymerization-Active Mononuclear Chromium Sites
journal, January 2002
- Espelid, Øystein; Børve, Knut J.
- Journal of Catalysis, Vol. 205, Issue 2
Ab Initio Study of the Hydroxylated Surface of Amorphous Silica: A Representative Model
journal, May 2008
- Tielens, Frederik; Gervais, Christel; Lambert, Jean François
- Chemistry of Materials, Vol. 20, Issue 10
Small Number of Active Sites and Single-Locus Kinetics Revealed in (salph)Co-Catalyzed Ethylene Oxide Polymerization
journal, August 2013
- Fast, Alexander; Esfandiari, N. Melody; Blum, Suzanne A.
- ACS Catalysis, Vol. 3, Issue 9
Reactivity of Supported Vanadium Oxide Catalysts: The Partial Oxidation of Methanol
journal, April 1994
- Deo, G.; Wachs, I. E.
- Journal of Catalysis, Vol. 146, Issue 2
Contribution of vacancies to relaxation in amorphous materials: A kinetic activation-relaxation technique study
journal, April 2013
- Joly, Jean-Francois; Béland, Laurent Karim; Brommer, Peter
- Physical Review B, Vol. 87, Issue 14
Discussion on “heterogeneous reactions”
journal, January 1922
- Rideal, Eric; The Chairman, The Chairman; Bone, William A.
- Trans. Faraday Soc., Vol. 17, Issue 0
Density functional theory in surface chemistry and catalysis
journal, January 2011
- Norskov, J. K.; Abild-Pedersen, F.; Studt, F.
- Proceedings of the National Academy of Sciences, Vol. 108, Issue 3
The societal significance of catalysis and the growing practical importance of single-site heterogeneous catalysts
journal, March 2012
- Thomas, John Meurig
- Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 468, Issue 2143
The role of heterogeneity in the kinetics of a surface reactionIII. Distributions in activation enthalpy and entropy
journal, June 1976
- Vanbokhoven, J.; Kuiper, A.; Medema, J.
- Journal of Catalysis, Vol. 43, Issue 1-3
Theoretical Investigations of Isolated Mo(VI) and Mo(IV) Centers of a Molybdena−Silica Catalyst for Olefin Metathesis
journal, July 2007
- Handzlik, Jarosław
- The Journal of Physical Chemistry C, Vol. 111, Issue 26
Density Functional Theory Comparison of Water Dissociation Steps on Cu, Au, Ni, Pd, and Pt
journal, April 2009
- Phatak, Abhijit A.; Delgass, W. Nicholas; Ribeiro, Fabio H.
- The Journal of Physical Chemistry C, Vol. 113, Issue 17
A Theory of the Catalytic Surface
journal, May 1925
- Taylor, H. S.
- Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 108, Issue 745
Olefin Polymerization on Supported Chromium Oxide Catalysts
journal, January 1970
- Clark, Alfred
- Catalysis Reviews, Vol. 3, Issue 1
ChemInform Abstract: Theoretical Surface Science and Catalysis - Calculations and Concepts
journal, November 2000
- Hammer, B.; Noerskov, J. K.
- ChemInform, Vol. 31, Issue 45
Generation of Atomistic Models of Periodic Mesoporous Silica by Kinetic Monte Carlo Simulation of the Synthesis of the Material
journal, January 2006
- Schumacher, Christian; Gonzalez, Jorge; Wright, Paul A.
- The Journal of Physical Chemistry B, Vol. 110, Issue 1
Activation energy distribution in temperature-programmed desorption: modeling and application to the soot oxygen system
journal, May 1990
- Du, Zhiyou; Sarofim, Adel F.; Longwell, John P.
- Energy & Fuels, Vol. 4, Issue 3
Isolated catalyst sites on amorphous supports: A systematic algorithm for understanding heterogeneities in structure and reactivity
journal, May 2013
- Goldsmith, Bryan R.; Sanderson, Evan D.; Bean, Daniel
- The Journal of Chemical Physics, Vol. 138, Issue 20
Spectroscopically Distinct Sites Present in Methyltrioxorhenium Grafted onto Silica−Alumina, and Their Abilities to Initiate Olefin Metathesis
journal, July 2007
- Moses, Anthony W.; Raab, Christina; Nelson, Ryan C.
- Journal of the American Chemical Society, Vol. 129, Issue 28
Super-Resolution Reactivity Mapping of Nanostructured Catalyst Particles
journal, November 2009
- Roeffaers, Maartenâ B. â J.; Deâ Cremer, Gert; Libeert, Julien
- Angewandte Chemie, Vol. 121, Issue 49
Crystalline-Vitreous Interface in Two Dimensional Silica
journal, September 2012
- Lichtenstein, Leonid; Heyde, Markus; Freund, Hans-Joachim
- Physical Review Letters, Vol. 109, Issue 10
A quantum mechanical study of the reactivity of (SiO)2-defective silica surfaces
journal, May 2008
- Rimola, Albert; Ugliengo, Piero
- The Journal of Chemical Physics, Vol. 128, Issue 20
Realistic Models of Hydroxylated Amorphous Silica Surfaces and MCM-41 Mesoporous Material Simulated by Large-scale Periodic B3LYP Calculations
journal, December 2008
- Ugliengo, P.; Sodupe, M.; Musso, F.
- Advanced Materials, Vol. 20, Issue 23
Interactions Involving Lewis Acidic Aluminum Sites in Oxide-Supported Perrhenate Catalysts
journal, April 2011
- Vicente, Brian C.; Nelson, Ryan C.; Moses, Anthony W.
- The Journal of Physical Chemistry C, Vol. 115, Issue 18
Olefin metathesis over supported rhenium oxide catalysts
journal, June 1999
- Mol, Johannes C.
- Catalysis Today, Vol. 51, Issue 2
The Activated Complex in Chemical Reactions
journal, February 1935
- Eyring, Henry
- The Journal of Chemical Physics, Vol. 3, Issue 2
Identification and Count of the Active Sites in Olefin Polymerization Catalysis by Oxygen Quench
journal, July 2014
- Cipullo, Roberta; Mellino, Simona; Busico, Vincenzo
- Macromolecular Chemistry and Physics, Vol. 215, Issue 18
The Atomic Structure of a Metal-Supported Vitreous Thin Silica Film
journal, November 2011
- Lichtenstein, Leonid; Büchner, Christin; Yang, Bing
- Angewandte Chemie International Edition, Vol. 51, Issue 2
Adsorption on heterogeneous surfaces. I. Evaluation of the energy distribution function via the Wiener and Hopf method
journal, February 1976
- Landman, Uzi; Montroll, E. W.
- The Journal of Chemical Physics, Vol. 64, Issue 4
New approach to determination of surface heterogeneity of adsorbents and catalysts from the temperature programmed desorption (TPD) technique: One step beyond the condensation approximation (CA) method
journal, November 2005
- Kowalczyk, Piotr; Kaneko, Katsumi; Terzyk, Artur P.
- Journal of Colloid and Interface Science, Vol. 291, Issue 2
Approaches to Single-Nanoparticle Catalysis
journal, April 2014
- Sambur, Justin B.; Chen, Peng
- Annual Review of Physical Chemistry, Vol. 65, Issue 1
Modeling Zeolites with Metal-Supported Two-Dimensional Aluminosilicate Films
journal, April 2012
- Boscoboinik, Jorge Anibal; Yu, Xin; Yang, Bing
- Angewandte Chemie International Edition, Vol. 51, Issue 24
Direct Imaging of a Two-Dimensional Silica Glass on Graphene
journal, January 2012
- Huang, Pinshane Y.; Kurasch, Simon; Srivastava, Anchal
- Nano Letters, Vol. 12, Issue 2
Silica-Supported, Single-Site Titanium Catalysts for Olefin Epoxidation. A Molecular Precursor Strategy for Control of Catalyst Structure
journal, July 2002
- Jarupatrakorn, Jonggol; Tilley, T. Don
- Journal of the American Chemical Society, Vol. 124, Issue 28
Reaction Rate Constant Computations
book, January 2013
- Han, Keli; Chu, Tianshu
- Theoretical and Computational Chemistry Series
Direct, Nonoxidative Conversion of Methane to Ethylene, Aromatics, and Hydrogen
journal, May 2014
- Guo, X.; Fang, G.; Li, G.
- Science, Vol. 344, Issue 6184
Investigation of the structure and activity of VOx/ZrO2/SiO2 catalysts for methanol oxidation to formaldehyde
journal, July 2011
- Vining, William C.; Strunk, Jennifer; Bell, Alexis T.
- Journal of Catalysis, Vol. 281, Issue 2
Quantum Mechanical Modeling of Catalytic Processes
journal, July 2011
- Bell, Alexis T.; Head-Gordon, Martin
- Annual Review of Chemical and Biomolecular Engineering, Vol. 2, Issue 1
Long time scale kinetic Monte Carlo simulations without lattice approximation and predefined event table
journal, December 2001
- Henkelman, Graeme; Jónsson, Hannes
- The Journal of Chemical Physics, Vol. 115, Issue 21
The role of heterogeneity in the kinetics of a surface reactionII. Kinetics of decomposition of isopropyl methylphosphonofluoridate adsorbed on γ-alumina
journal, June 1976
- Vanbokhoven, J.; Kuiper, A.; Medema, J.
- Journal of Catalysis, Vol. 43, Issue 1-3
Catalysis on Non‐Uniform Surfaces
journal, September 1949
- Halsey, G. D.
- The Journal of Chemical Physics, Vol. 17, Issue 9
The Mechanism of Catalytic Decomposition
journal, June 1925
- Constable, F. H.
- Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 108, Issue 746