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Computational Design of Catalysts: The Control of Chemical Transformation to Minimize the Environmental Impact of Chemical Processes


EMSL Project ID
34000

Abstract

Catalysis is governed by a delicate balance between a myriad of competing bond making and breaking processes including adsorption, reaction, desorption, and surface diffusion that occur at active catalytic centers. These processes are explicitly controlled by the intrinsic bonds that form between the reactants or intermediates and the active catalytic site as well as by the local nanoscale environment about the site. For example, the specific atomic structural configuration and chemical makeup of the ligands that surround an active organometallic center in homogeneous catalysis; and the pore size, local acidity, and specific atomic structure in zeolite control their activity and selectivity in ways that are similar to that found in enzymes. Similarly, supported metal particles and metal oxides are complicated by their complex and ill-defined structure. The catalytic behavior is governed by their size and shape, interaction with the support, composition and atomic configuration for metal alloys and mixed metal oxides, the influence of solution as well as the presence of electric fields or applied potentials. We propose to use advanced computational chemistry approaches implemented on massively parallel computers to develop a quantitative description of catalysts so as to develop new design criteria and to develop new understanding of the physical phenomena that occur at different spatial and temporal scales and that underlie catalytic behavior. Catalysis is about improving kinetics and catalyst design will require quantitative information about transition states for critical reaction processes. Currently information about transition states, especially geometric and spectral information, is only readily accessible by computational methods. Yet such information is critical if we are to develop a language that can describe the events at the atomic level that describe homogeneous, heterogeneous and bio-catalysis. Computational chemistry is an enabling tool for addressing challenges in the optimal design of processes for controlling and enabling chemical transformations leading to processes that have high selectivity, have minimal environmental impact, and are optimal in their use of energy. We will apply the techniques of computational chemistry to address a variety of problems in catalysis science including: oxidative dehydrogenation; organic oxidation chemistry and selectivity; hydrogenation of alkenes and isomerization of alkenes and alkanes; mixed homogeneous/heterogeneous catalysts; transition metal oxides; ligand design for C-C coupling reactions; water-gas-shift (WGS) and preferential oxidation (PROX) of CO in the presence of H2 with metals and metal oxides; catalytic partial oxidation of methane over metal nanoparticles; structure function relationships for zeolite acid catalysis; C-H bond activation over promoted metal sulfides; metal particle sintering on alumina; effect of the metal-support interaction on catalytic conversion of CO2; O2 dissociation at a (111) FCC metal surface; acid properties of polyoxometallate clusters; formation of C-C bonds from C1 species, specifically during the formation of hydrocarbons and alcohols from mixtures of H2 and CO on Fe, Co, and Rh; reactivity of small molecules gamma-Al2O3 supported catalysts; and quantitative prediction of reaction intermediates for homogeneous electrocatalysis.

Project Details

Project type
Capability Research
Start Date
2009-10-01
End Date
2012-09-30
Status
Closed

Team

Principal Investigator

David Dixon
Institution
University of Alabama

Team Members

Luke Roling
Institution
University of Wisconsin, Madison

Anthony Plauck
Institution
University of Wisconsin, Madison

Michele Stover
Institution
University of Alabama

Jingyun Ye
Institution
Clarkson University

Jessica Duke
Institution
University of Alabama

Zongtang Fang
Institution
Idaho National Laboratory

Sha Li
Institution
University of Wisconsin, Madison

Yunhai Bai
Institution
University of Wisconsin, Madison

Fuat Celik
Institution
University of Wisconsin, Madison

Simone Raugei
Institution
Pacific Northwest National Laboratory

Qiang Qian
Institution
University of Virginia

Bing Hao
Institution
University of Virginia

Rado Raharintsalama
Institution
University of Virginia

Shentan Chen
Institution
Pacific Northwest National Laboratory

Suyash Singh
Institution
University of Wisconsin, Madison

Jessica Scaranto
Institution
University of Wisconsin, Madison

Monica Vasiliu
Institution
University of Alabama

Brett Loveless
Institution
University of California, Berkeley

Amity Andersen
Institution
Environmental Molecular Sciences Laboratory

Robert Carr
Institution
University of California, Berkeley

Matthew Kelley
Institution
University of Alabama

Amanda Stott
Institution
University of Alabama

Mingyang Chen
Institution
University of Alabama

Edward Garner
Institution
University of Alabama

Jason Dyer
Institution
University of Alabama

Jens Stotz
Institution
University of Wisconsin, Madison

Carrie Farberow
Institution
University of Wisconsin, Madison

Jeffrey Herron
Institution
University of Wisconsin, Madison

Jiao Jiao
Institution
University of Wisconsin, Madison

Guowen Peng
Institution
University of Wisconsin, Madison

Yu Cai
Institution
University of Virginia

Alexander Abramov
Institution
University of Iceland

Roger Rousseau
Institution
Pacific Northwest National Laboratory

Craig Plaisance
Institution
University of Virginia

Corneliu Buda
Institution
University of Virginia

Virgil Jackson
Institution
University of Alabama

Sanliang Ling
Institution
University College London

Tsang-hsiu Wang
Institution
University of Alabama

Rachel Getman
Institution
University of Notre Dame

Myrna Hernandez Matus
Institution
University of Alabama

Falk Eichhorn
Institution
University of Wisconsin, Madison

Donghai Mei
Institution
Tiangong University

Nathaniel Deskins
Institution
Worcester Polytechnic Institute

Vamsi Vadhri
Institution
University of Virginia

Peter Ferrin
Institution
University of Wisconsin, Madison

Daniel Grant
Institution
University of Alabama

Raluca Craciun
Institution
University of Alabama

Shenggang Li
Institution
University of Alabama

Qingfeng Ge
Institution
Southern Illinois University

Rahul Nabar
Institution
University of Wisconsin, Madison

Emmanouil Mavrikakis
Institution
University of Wisconsin, Madison

Enrique Iglesia
Institution
University of California, Berkeley

Maciej Gutowski
Institution
Heriot-Watt University

Obioma Uche
Institution
University of Virginia

Michel Dupuis
Institution
University at Albany, State University of New York

Donald Camaioni
Institution
Pacific Northwest National Laboratory

James Franz
Institution
Pacific Northwest National Laboratory

James Haw
Institution
University of Southern California

Matthew Neurock
Institution
University of Minnesota

William Schneider
Institution
University of Notre Dame

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Catalytic Activity of Platinum Monolayer on Iridium and Rhenium Alloy Nanoparticles for the Oxygen Reduction Reaction

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Reactions of Propylene Oxide on Supported Silver Catalysts: Insights into Pathways Limiting Epoxidation Selectivity

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CO2 hydrogenation to formic acid on Ni(110)

Peng G, SJ Sibener, GC Schatz, and M Mavrikakis. 2012. "CO2 Hydrogenation to Formic Acid on Ni(110)." Surface Science 606(13-14):1050-1055. doi:10.1016/j.susc.2012.02.027

Solvent effects in the hydrogenation of 2-butanone

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CO2 Hydrogenation to Formic Acid on Ni(111)

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Hydrolysis of TiCl4: Initial Steps in the Production of TiO2

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Hydrogen Adsorption on Ga2O3 Surface: A Combined Experimental and Computational Study

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Molecular Structures, Acid−Base Properties, and Formation of Group 6 Transition Metal Hydroxides

Li S, C Guenther, MS Kelley, and DA Dixon. 2011. "Molecular Structures, Acid?Base Properties, and Formation of Group 6 Transition Metal Hydroxides." Journal of Physical Chemistry C 115(16):8072-8103. doi:10.1021/jp111031x

Bond Energies in Models of the Schrock Metathesis Catalyst

Vasiliu M, S Li, AJ Arduengo, III, and DA Dixon. 2011. "Bond Energies in Models of the Schrock Metathesis Catalyst." Journal of Physical Chemistry 115(24):12106-12120. doi:10.1021/jp202668p

Reactivity of the Gold/Water Interface During Selective Oxidation Catalysis

Zope B, DD Hibbitts, M Neurock, and RJ Davis. 2010. "Reactivity of the Gold/Water Interface During Selective Oxidation Catalysis." Science 330(6000):74-78. doi:10.1126/science.1195055

Chemisorption of CO and Mechanism of CO Oxidation on Supported Platinum Nanoclusters

Allian AD, K Takanabe, KL Fujdala, X Hao, TJ Truex, J Cai, C Buda, M Neurock, and E Iglesia. 2011. "Chemisorption of CO and Mechanism of CO Oxidation on Supported Platinum Nanoclusters." Journal of the American Chemical Society 133(12):4498-4517. doi:10.1021/ja110073u

First-Principles-Based Kinetic Monte Carlo Simulation of Nitric Oxide Reduction over Platinum Nanoparticles under Lean-Burn Conditions

Mei D, J Du, and M Neurock. 2010. "First-principles-based Kinetic Monte Carlo Simulation of Nitric Oxide Reduction over Platinum Nanoparticles under Lean-burn Conditions." Industrial and Engineering Chemistry Research 49(21):10364-10373. doi:10.1021/ie100999e

Engineering Molecular Transformations for Sustainable Energy Conversion

Neurock M. 2010. "Engineering Molecular Transformations for Sustainable Energy Conversion." Industrial and Engineering Chemistry Research 49(21):10183-10199. doi:10.1021/ie101300c

First-Principles Analysis of NOx Adsorption on Anhydrous γ-Al2O3 Surfaces

Mei D, Q Ge, J Szanyi, and CHF Peden. 2009. "First-principles Analysis of NOx Adsorption on Anhydrous ?-Al2O3 Surfaces." Journal of Physical Chemistry C 113(18):7779-7789. doi:10.1021/jp8103563

Characterization of surface and bulk nitrates of γ-Al2O3–supported alkaline earth oxides using density functional theory

Mei D, Q Ge, JH Kwak, DH Kim, CM Verrier, J Szanyi, and CHF Peden. 2009. "Characterization of Surface and Bulk Nitrates of ?-Al2O3-Supported Alkaline Earth Oxides using Density Functional Theory." Physical Chemistry Chemical Physics. PCCP 11(18):3380-3389. doi:10.1039/b819347a

Third Row Transition Metal Hexafluorides, Extraordinary Oxidizers, and Lewis Acids: Electron Affinities, Fluoride Affinities, and Heats of Formation of WF6, ReF6, OsF6, IrF6, PtF6, and AuF6

Craciun R, D Picone, RT Long, S Li, DA Dixon, KA Peterson, and KO Christe. 2010. "Third Row Transition Metal Hexafluorides, Extraordinary Oxidizers, and Lewis Acids: Electron Affinities, Fluoride Affinities, and Heats of Formation of WF?, ReF?, OsF?, IrF?, PtF?, and AuF?." Inorganic Chemistry 49(3):1056-1070. doi:10.1021/ic901967h

Molecular Structures and Energetics of the (ZrO2)n and (HfO2)n (n = 1−4) Clusters and Their Anions

Li S, and DA Dixon. 2010. "Molecular Structures and Energetics of the (ZrO?)n and (HfO?)n (n = 1-4) Clusters and Their Anions." Journal of Physical Chemistry A 114(7):2665-2683. doi:10.1021/jp910310j

Heats of Formation of XeF3+, XeF3−, XeF5+, XeF7+, XeF7−, and XeF8 from High Level Electronic Structure Calculations

Grant DJ, TH Wang, and DA Dixon. 2010. "Heats of Formation of XeF??, XeF??, XeF??, XeF??, and XeF? from High Level Electronic Structure Calculations." Inorganic Chemistry 49(1):261-270. doi:10.1021/ic901956g

Prediction of Reliable Metal−PH3 Bond Energies for Ni, Pd, and Pt in the 0 and +2 Oxidation States

Craciun R, AJ Vincent, KH Shaughnessy, and DA Dixon. 2010. "Prediction of Reliable Metal-PH? Bond Energies for Ni, Pd, and Pt in the 0 and +2 Oxidation States." Inorganic Chemistry 49(12):5546-5553. doi:10.1021/ic1004853

Hydrogen on and in Selected Overlayer Near-Surface Alloys and the Effect of Subsurface Hydrogen on the Reactivity of Alloy Surfaces

Kandoi S, PA Ferrin, and E Mavrikakis. 2010. "Hydrogen on and in Selected Overlayer Near-Surface Alloys and the Effect of Subsurface Hydrogen on the Reactivity of Alloy Surfaces." Topics in Catalysis 53(5-6):384-392. doi:10.1007/s11244-010-9444-5

Combinatorial–computational–chemoinformatics (C3) approach to finding and analyzing low-energy tautomers

Haranczyk M, and MS Gutowski. 2010. "Combinatorial–Computational–Chemoinformatics (C³) Approach to Finding and Analyzing Low-Energy Tautomers." Journal of Computer-Aided Molecular Design 24(6-7):627-638. doi:10.1007/s10822-010-9344-6

Structure Sensitivity of Methanol Electrooxidation on Transition Metals

Ferrin PA, and M Mavrikakis. 2009. "Structure Sensitivity of Methanol Electrooxidation on Transition Metals." Journal of the American Chemical Society 131(40):14381-14389. doi:10.1021/ja904010u

Modeling Ethanol Decomposition on Transition Metals: A Combined Application of Scaling and Brønsted−Evans−Polanyi Relations

Ferrin PA, DA Simonetti, S Kandoi, EL Kunkes, JA Dumesic, JK Norskov, and E Mavrikakis. 2009. "Modeling Ethanol Decomposition on Transition Metals: A Combined Application of Scaling and Brønsted-Evans-Polanyi Relations." Journal of the American Chemical Society 131:5809-5815. doi:10.1021/ja8099322

Improving Electrocatalysts for O2 Reduction by Fine-Tuning the Pt−Support Interaction: Pt Monolayer on the Surfaces of a Pd3Fe(111) Single-Crystal Alloy

Zhou WP, X Yang, MB Vukmirovic, BE Koel, J Jiao, G Peng, M Mavrikakis, and RR Adzic. 2009. "Improving Electrocatalysts for O2 Reduction by Fine-Tuning the Pt-Support Interaction: Pt Monolayer on the Surfaces of a Pd3Fe(111) Single-Crystal Alloy." Journal of the American Chemical Society 131(35):12755-12762. doi:10.1021/ja9039746

Preferential CO Oxidation in Hydrogen: Reactivity of Core−Shell Nanoparticles

Nilekar AU, S Alayoglu, BW Eichhorn, and M Mavrikakis. 2010. "Preferential CO Oxidation in Hydrogen: Reactivity of Core-Shell Nanoparticles." Journal of the American Chemical Society 132(21):7418-7428. doi:10.1021/ja101108w

Reduction of FeO/Pt(111) thin films by exposure to atomic hydrogen

Knudsen J, LR Merte, LC Grabow, FM Eichhorn, S Porsgaard, H Zeuthen, RT Vang, E Laegsgaard, M Mavrikakis, and F Besenbacher. 2010. "Reduction of FeO/Pt(1 1 1) Thin Films by Exposure to Atomic Hydrogen." Surface Science 604(1):11-20. doi:10.1016/j.susc.2009.10.008

CO activation pathways and the mechanism of Fischer–Tropsch synthesis

Ojeda M, RP Nabar, AU Nilekar, A Ishikawa, M Mavrikakis, and E Iglesia. 2010. "CO activation pathways and the mechanism of Fischer–Tropsch synthesis." Journal of Catalysis 272(2):287-297. doi:10.1016/j.jcat.2010.04.012

Catalyst size and morphological effects on the interaction of NO2 with BaO/γ-Al2O3 materials

Mei D, JH Kwak, J Szanyi, Q Ge, and CHF Peden. 2010. "Catalyst Size and Morphological Effects on the Interaction of NO2 with BaO/?-Al2O3 Materials ." Catalysis Today 151(3-4):304-313. doi:10.1016/j.cattod.2010.01.005

Effects of Hydration and Oxygen Vacancy on CO2 Adsorption and Activation on β-Ga2O3(100)

Pan Y, C Liu, D Mei, and Q Ge. 2010. "Effects of Hydration and Oxygen Vacancy on CO2 Adsorption and Activation on ?-Ga2O3(100)." Langmuir 26(8):5551-5558. doi:10.1021/la903836v