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Kanchan DR, Banerjee A. Linear Scaling Relationships for Furan Hydrodeoxygenation over Transition Metal and Bimetallic Surfaces. CHEMSUSCHEM 2023; 16:e202300491. [PMID: 37314827 DOI: 10.1002/cssc.202300491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 05/29/2023] [Accepted: 06/13/2023] [Indexed: 06/15/2023]
Abstract
Brønsted-Evans-Polanyi (BEP) and transition-state-scaling (TSS) relationships have become valuable tools for the rational design of catalysts for complex reactions like hydrodeoxygenation (HDO) of bio-oil (containing heterocyclic and homocyclic molecules). In this work, BEP and TSS relationships are developed for all the elementary steps of furan activation (C and O hydrogenation and CHx -OHy scission, for both ring and open-ring intermediates) to oxygenates, ring-saturated compounds and deoxygenated products on the most stable facets of Ni, Co, Rh, Ru, Pt, Pd, Fe and Ir surfaces using Density Functional Theory (DFT) calculations. Furan ring opening barriers were found to be facile and strongly dependent on carbon and oxygen binding strength on the investigated surfaces. Our calculations suggest linear chain oxygenates form on Ir, Pt, Pd and Rh surfaces due to their low hydrogenation and high CHx -OHy scission barriers, while deoxygenated linear products are favoured on Fe and Ni surfaces due to their low CHx -OHy scission and moderate hydrogenation barriers. Bimetallic alloy catalysts were also screened for their potential HDO activity and PtFe catalysts were found to significantly lower the ring opening and deoxygenation barriers relative to the corresponding pure metals. The developed BEPs for monometallic surfaces can be extended to estimate the barriers on bimetallic surfaces for ring opening and ring hydrogenation reactions but fails to predict the barriers for open-ring activation reactions due to the change in transition state binding sites on the bimetallic surface. The obtained BEP and TSS relationships can be used to develop microkinetic models for facilitating accelerated catalyst discovery for HDO.
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Affiliation(s)
- Dipika Rajendra Kanchan
- Department of Chemical Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, 140001, India
| | - Arghya Banerjee
- Department of Chemical Engineering, Indian Institute of Technology Ropar, Rupnagar, Punjab, 140001, India
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2
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Yan WQ, Zhu YA, Zhou XG, Yuan WK. Rational design of heterogeneous catalysts by breaking and rebuilding scaling relations. Chin J Chem Eng 2021. [DOI: 10.1016/j.cjche.2021.10.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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3
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Morales‐García Á, Viñes F, Gomes JRB, Illas F. Concepts, models, and methods in computational heterogeneous catalysis illustrated through
CO
2
conversion. WIRES COMPUTATIONAL MOLECULAR SCIENCE 2021. [DOI: 10.1002/wcms.1530] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Ángel Morales‐García
- Departament de Ciència de Materials i Química Física & Institut de Química Teòrica i Computacional (IQTCUB) Universitat de Barcelona Barcelona Spain
| | - Francesc Viñes
- Departament de Ciència de Materials i Química Física & Institut de Química Teòrica i Computacional (IQTCUB) Universitat de Barcelona Barcelona Spain
| | - José R. B. Gomes
- CICECO—Aveiro Institute of Materials, Department of Chemistry University of Aveiro Aveiro Portugal
| | - Francesc Illas
- Departament de Ciència de Materials i Química Física & Institut de Química Teòrica i Computacional (IQTCUB) Universitat de Barcelona Barcelona Spain
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4
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Han ZK, Sarker D, Ouyang R, Mazheika A, Gao Y, Levchenko SV. Single-atom alloy catalysts designed by first-principles calculations and artificial intelligence. Nat Commun 2021; 12:1833. [PMID: 33758170 PMCID: PMC7988173 DOI: 10.1038/s41467-021-22048-9] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Accepted: 02/08/2021] [Indexed: 01/31/2023] Open
Abstract
Single-atom-alloy catalysts (SAACs) have recently become a frontier in catalysis research. Simultaneous optimization of reactants' facile dissociation and a balanced strength of intermediates' binding make them highly efficient catalysts for several industrially important reactions. However, discovery of new SAACs is hindered by lack of fast yet reliable prediction of catalytic properties of the large number of candidates. We address this problem by applying a compressed-sensing data-analytics approach parameterized with density-functional inputs. Besides consistently predicting efficiency of the experimentally studied SAACs, we identify more than 200 yet unreported promising candidates. Some of these candidates are more stable and efficient than the reported ones. We have also introduced a novel approach to a qualitative analysis of complex symbolic regression models based on the data-mining method subgroup discovery. Our study demonstrates the importance of data analytics for avoiding bias in catalysis design, and provides a recipe for finding best SAACs for various applications.
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Affiliation(s)
- Zhong-Kang Han
- grid.454320.40000 0004 0555 3608Center for Energy Science and Technology, Skolkovo Institute of Science and Technology, Skolkovo Innovation Center, Moscow, Russia
| | - Debalaya Sarker
- grid.454320.40000 0004 0555 3608Center for Energy Science and Technology, Skolkovo Institute of Science and Technology, Skolkovo Innovation Center, Moscow, Russia
| | - Runhai Ouyang
- grid.39436.3b0000 0001 2323 5732Materials Genome Institute, Shanghai University, Shanghai, P.R. China
| | - Aliaksei Mazheika
- grid.6734.60000 0001 2292 8254Technische Universität Berlin, BasCat−UniCat BASF JointLab, Berlin, Germany
| | - Yi Gao
- grid.9227.e0000000119573309Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, P.R. China
| | - Sergey V. Levchenko
- grid.454320.40000 0004 0555 3608Center for Energy Science and Technology, Skolkovo Institute of Science and Technology, Skolkovo Innovation Center, Moscow, Russia
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5
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Reece C, Madix RJ. Moving from Fundamental Knowledge of Kinetics and Mechanisms on Surfaces to Prediction of Catalyst Performance in Reactors. ACS Catal 2021. [DOI: 10.1021/acscatal.0c05173] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Christian Reece
- Rowland Institute at Harvard, Harvard University, Cambridge, Massachusetts 02142, United States
| | - Robert J. Madix
- School of Engineering and Applied Science, Harvard University, Cambridge, Massachusetts 02134, United States
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6
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Reece C, Luneau M, Friend CM, Madix RJ. Predicting a Sharp Decline in Selectivity for Catalytic Esterification of Alcohols from van der Waals Interactions. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202001576] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Christian Reece
- Department of Chemistry and Chemical Biology Harvard University Cambridge MA 02138 USA
| | - Mathilde Luneau
- Department of Chemistry and Chemical Biology Harvard University Cambridge MA 02138 USA
| | - Cynthia M. Friend
- Department of Chemistry and Chemical Biology Harvard University Cambridge MA 02138 USA
| | - Robert J. Madix
- School of Engineering and Applied Sciences Harvard University Cambridge MA 02138 USA
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7
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Reece C, Luneau M, Friend CM, Madix RJ. Predicting a Sharp Decline in Selectivity for Catalytic Esterification of Alcohols from van der Waals Interactions. Angew Chem Int Ed Engl 2020; 59:10864-10867. [DOI: 10.1002/anie.202001576] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Indexed: 11/08/2022]
Affiliation(s)
- Christian Reece
- Department of Chemistry and Chemical Biology Harvard University Cambridge MA 02138 USA
| | - Mathilde Luneau
- Department of Chemistry and Chemical Biology Harvard University Cambridge MA 02138 USA
| | - Cynthia M. Friend
- Department of Chemistry and Chemical Biology Harvard University Cambridge MA 02138 USA
| | - Robert J. Madix
- School of Engineering and Applied Sciences Harvard University Cambridge MA 02138 USA
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8
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Lu K, Liu Y, Lin F, Cordova IA, Gao S, Li B, Peng B, Xu H, Kaelin J, Coliz D, Wang C, Shao Y, Cheng Y. LixNiO/Ni Heterostructure with Strong Basic Lattice Oxygen Enables Electrocatalytic Hydrogen Evolution with Pt-like Activity. J Am Chem Soc 2020; 142:12613-12619. [DOI: 10.1021/jacs.0c00241] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Ke Lu
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, Illinois 60115, United States
| | - Yuzi Liu
- Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois 60439, United States
| | - Fan Lin
- Institute for Integrated Catalysis, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Isvar A. Cordova
- Center for X-ray Optics, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Siyuan Gao
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, Illinois 60115, United States
| | - Bomin Li
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, Illinois 60115, United States
| | - Bo Peng
- Institute for Integrated Catalysis, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Haiping Xu
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, Illinois 60115, United States
| | - Jacob Kaelin
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, Illinois 60115, United States
| | - Daniel Coliz
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, Illinois 60115, United States
| | - Cheng Wang
- Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Yuyan Shao
- Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, Washington 99352, United States
| | - Yingwen Cheng
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, Illinois 60115, United States
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9
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Hydrogen Oxidation in Alkaline Media: the Bifunctional Mechanism for Water Formation. Electrocatalysis (N Y) 2019. [DOI: 10.1007/s12678-019-00546-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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10
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Gomes JRB, Viñes F, Illas F, Fajín JLC. Implicit solvent effects in the determination of Brønsted–Evans–Polanyi relationships for heterogeneously catalyzed reactions. Phys Chem Chem Phys 2019; 21:17687-17695. [DOI: 10.1039/c9cp02817j] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The Brønsted–Evans–Polanyi relationship derived for the water dissociation reaction within an implicit solvent approach is similar to that without such effects.
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Affiliation(s)
- José R. B. Gomes
- CICECO – Aveiro Institute of Materials
- Departamento de Química
- Universidade de Aveiro
- Campus Universitário de Santiago
- 3810-193 Aveiro
| | - Francesc Viñes
- Departament de Química Física & Institut de Química Teòrica i Computacional (IQTCUB)
- Universitat de Barcelona
- c/Martí i Franquès 1
- 08028 Barcelona
- Spain
| | - Francesc Illas
- Departament de Química Física & Institut de Química Teòrica i Computacional (IQTCUB)
- Universitat de Barcelona
- c/Martí i Franquès 1
- 08028 Barcelona
- Spain
| | - José L. C. Fajín
- LAQV@REQUIMTE
- Faculdade de Ciências
- Universidade do Porto
- P-4169-007 Porto
- Portugal
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11
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Arya M, Niklasson J, Mohsenzadeh A, Bolton K. A density functional theory study of reactions of relevance to catalytic hydrocarbon synthesis and combustion. Theor Chem Acc 2018. [DOI: 10.1007/s00214-018-2339-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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12
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Luc W, Jiang Z, Chen JG, Jiao F. Role of Surface Oxophilicity in Copper-Catalyzed Water Dissociation. ACS Catal 2018. [DOI: 10.1021/acscatal.8b01710] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Wesley Luc
- Center for Catalytic Science and Technology, Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716 United States
| | - Zhao Jiang
- Xi’an Jiaotong University, Xi’an, Shaanxi 710049, China
- Department of Chemical Engineering, Columbia University, New York, New York 10027, United States
| | - Jingguang G. Chen
- Department of Chemical Engineering, Columbia University, New York, New York 10027, United States
| | - Feng Jiao
- Center for Catalytic Science and Technology, Department of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716 United States
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13
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Darby MT, Réocreux R, Sykes ECH, Michaelides A, Stamatakis M. Elucidating the Stability and Reactivity of Surface Intermediates on Single-Atom Alloy Catalysts. ACS Catal 2018. [DOI: 10.1021/acscatal.8b00881] [Citation(s) in RCA: 111] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Matthew T. Darby
- Thomas Young Centre and Department of Chemical Engineering, University College London, Roberts Building, Torrington Place, London WC1E 7JE, United Kingdom
| | - Romain Réocreux
- Thomas Young Centre and Department of Chemical Engineering, University College London, Roberts Building, Torrington Place, London WC1E 7JE, United Kingdom
| | - E. Charles. H. Sykes
- Department of Chemistry, Tufts University, 62 Talbot Ave., Medford, Massachusetts 02155, United States
| | - Angelos Michaelides
- Thomas Young Centre, London Centre for Nanotechnology and Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, United Kingdom
| | - Michail Stamatakis
- Thomas Young Centre and Department of Chemical Engineering, University College London, Roberts Building, Torrington Place, London WC1E 7JE, United Kingdom
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14
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Fajín JLC, Cordeiro MNDS, Gomes JRB. Prediction of metallic nanotube reactivity for H 2O activation. Phys Chem Chem Phys 2017; 19:19188-19195. [PMID: 28702530 DOI: 10.1039/c7cp02546g] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The reactivity of metallic nanotubes toward the catalysis of water dissociation, a key step in the water gas shift reaction (WGSR), was analyzed through density functional theory (DFT) calculations. Water dissociation was studied on surfaces of nanotubes based on copper, gold and platinum, and also on platinum doped copper and gold nanotubes. Gold and copper nanotubes present activities that are similar to those of their corresponding extended surfaces but, in the case of the Pt(5,3) nanotube, a significant improvement in the activity is found when compared with the extended surfaces. In fact, the calculations predict the water dissociation to be spontaneous on Pt(5,3) with a low activation energy barrier. The platinum doping of gold and copper nanotubes leads to contrasting effects, i.e., with a slight increase of activity found on gold and a slight decrease of activity in the case of copper. The consideration of a Brönsted-Evans-Polanyi (BEP) relationship to estimate the activation energy barriers for the O-H bond break leads to a satisfactory agreement between estimated and explicitly calculated values which suggests the validity of the BEP relationship for qualitative predictions of the activities of metal nanotubes towards the water dissociation reaction.
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Affiliation(s)
- José L C Fajín
- LAQV@REQUIMTE, Faculdade de Ciências, Universidade do Porto, P-4169-007 Porto, Portugal.
| | - M Natália D S Cordeiro
- LAQV@REQUIMTE, Faculdade de Ciências, Universidade do Porto, P-4169-007 Porto, Portugal.
| | - José R B Gomes
- CICECO - Aveiro Institute of Materials, Departamento de Química, Universidade de Aveiro, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal
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15
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Zhang M, Yao R, Jiang H, Li G, Chen Y. Catalytic activity of transition metal doped Cu(111) surfaces for ethanol synthesis from acetic acid hydrogenation: a DFT study. RSC Adv 2017. [DOI: 10.1039/c6ra26373a] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The effects of transition metal dopants on Cu(111) surfaces for ethanol synthesis from acetic acid hydrogenation are investigated.
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Affiliation(s)
- Minhua Zhang
- Key Laboratory for Green Chemical Technology of Ministry of Education
- R&D Center for Petrochemical Technology
- Tianjin University
- Tianjin 300072
- PR China
| | - Rui Yao
- Key Laboratory for Green Chemical Technology of Ministry of Education
- R&D Center for Petrochemical Technology
- Tianjin University
- Tianjin 300072
- PR China
| | - Haoxi Jiang
- Key Laboratory for Green Chemical Technology of Ministry of Education
- R&D Center for Petrochemical Technology
- Tianjin University
- Tianjin 300072
- PR China
| | - Guiming Li
- Key Laboratory for Green Chemical Technology of Ministry of Education
- R&D Center for Petrochemical Technology
- Tianjin University
- Tianjin 300072
- PR China
| | - Yifei Chen
- Key Laboratory for Green Chemical Technology of Ministry of Education
- R&D Center for Petrochemical Technology
- Tianjin University
- Tianjin 300072
- PR China
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16
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Fajín JLC, Viñes F, D S Cordeiro MN, Illas F, Gomes JRB. Effect of the Exchange-Correlation Potential on the Transferability of Brønsted-Evans-Polanyi Relationships in Heterogeneous Catalysis. J Chem Theory Comput 2016; 12:2121-6. [PMID: 27111183 DOI: 10.1021/acs.jctc.6b00168] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
As more and more accurate density functional methods emerge, the transferability of Brønsted-Evans-Polanyi (BEP) relationships obtained with previous models is an open question. In this work, BEP relationships derived from different density functional theory based calculations are analyzed to answer this question. In particular, BEP relationships linking the activation energy of O-H bond breaking reactions taking place on metallic surfaces with the adsorption energy of the reaction products are chosen as a case study. These relationships are obtained with the widely used Perdew-Wang (PW91) generalized gradient approximation (GGA) exchange-correlation functional and with the more accurate meta-GGA Tao-Perdew-Staroverov-Scuseria (TPSS) one. We provide compelling evidence that BEP relationships derived from PW91 and TPSS functionals are essentially coincidental. This finding validates previously published BEP relationships and indicates that the reaction activation energy barrier can be obtained by the determination of the energy reaction descriptor value at the less computationally demanding GGA level; an important aspect to consider in future studies aimed at the computational design of catalysts with improved characteristics.
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Affiliation(s)
- José L C Fajín
- LAQV@REQUIMTE, Faculdade de Ciências, Universidade do Porto , P-4169-007 Porto, Portugal
| | - Francesc Viñes
- Departament de Química Física & Institut de Química Teòrica i Computacional (IQTCUB), Universitat de Barcelona , c/Martí i Franquès 1, 08028 Barcelona, Spain
| | - M Natália D S Cordeiro
- LAQV@REQUIMTE, Faculdade de Ciências, Universidade do Porto , P-4169-007 Porto, Portugal
| | - Francesc Illas
- Departament de Química Física & Institut de Química Teòrica i Computacional (IQTCUB), Universitat de Barcelona , c/Martí i Franquès 1, 08028 Barcelona, Spain
| | - José R B Gomes
- CICECO-Aveiro Institute of Materials, Departamento de Química, Universidade de Aveiro , 3810-193 Aveiro, Portugal
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17
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First-Principles Modeling of Direct versus Oxygen-Assisted Water Dissociation on Fe(100) Surfaces. Catalysts 2016. [DOI: 10.3390/catal6020029] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
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18
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Fajín JLC, Cordeiro MNDS, Gomes JRB. Methanol dissociation on bimetallic surfaces: validity of the general Brønsted–Evans–Polanyi relationship for O–H bond cleavage. RSC Adv 2016. [DOI: 10.1039/c6ra01118g] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Density functional theory calculations were used to study the dissociation of the O–H bond in methanol on several bimetallic transition metal surfaces, composed of elements showing high or moderate activity towards this reaction, namely, Ni, Rh, Ru, Ir, Pd, Au, Zn and Cu.
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Affiliation(s)
- José L. C. Fajín
- LAQV@REQUIMTE
- Faculdade de Ciências
- Universidade do Porto
- P-4169-007 Porto
- Portugal
| | | | - José R. B. Gomes
- CICECO–Aveiro Institute of Materials
- Departamento de Química
- Universidade de Aveiro
- 3810-193 Aveiro
- Portugal
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19
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Panov GI, Parfenov MV, Parmon VN. The Brønsted−Evans−Polanyi Correlations in Oxidation Catalysis. CATALYSIS REVIEWS-SCIENCE AND ENGINEERING 2015. [DOI: 10.1080/01614940.2015.1074487] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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20
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Mohsenzadeh A, Richards T, Bolton K. A density functional theory study of hydrocarbon combustion and synthesis on Ni surfaces. J Mol Model 2015; 21:46. [DOI: 10.1007/s00894-015-2590-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Accepted: 01/26/2015] [Indexed: 11/25/2022]
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21
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Herron JA, Scaranto J, Ferrin P, Li S, Mavrikakis M. Trends in Formic Acid Decomposition on Model Transition Metal Surfaces: A Density Functional Theory study. ACS Catal 2014. [DOI: 10.1021/cs500737p] [Citation(s) in RCA: 170] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Jeffrey A. Herron
- Department of Chemical and
Biological Engineering, University of Wisconsin − Madison, 1415
Engineering Drive, Madison, Wisconsin 53706, United States
| | - Jessica Scaranto
- Department of Chemical and
Biological Engineering, University of Wisconsin − Madison, 1415
Engineering Drive, Madison, Wisconsin 53706, United States
| | - Peter Ferrin
- Department of Chemical and
Biological Engineering, University of Wisconsin − Madison, 1415
Engineering Drive, Madison, Wisconsin 53706, United States
| | - Sha Li
- Department of Chemical and
Biological Engineering, University of Wisconsin − Madison, 1415
Engineering Drive, Madison, Wisconsin 53706, United States
| | - Manos Mavrikakis
- Department of Chemical and
Biological Engineering, University of Wisconsin − Madison, 1415
Engineering Drive, Madison, Wisconsin 53706, United States
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Catalytic Consequences of the Thermodynamic Activities at Metal Cluster Surfaces and Their Periodic Reactivity Trend for Methanol Oxidation. Angew Chem Int Ed Engl 2014. [DOI: 10.1002/ange.201405232] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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23
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Tu W, Chin YHC. Catalytic Consequences of the Thermodynamic Activities at Metal Cluster Surfaces and Their Periodic Reactivity Trend for Methanol Oxidation. Angew Chem Int Ed Engl 2014; 53:12148-52. [DOI: 10.1002/anie.201405232] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Revised: 07/28/2014] [Indexed: 11/11/2022]
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24
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Comparative density functional theory based study of the reactivity of Cu, Ag, and Au nanoparticles and of (111) surfaces toward CO oxidation and NO2 reduction. J Mol Model 2014; 20:2448. [DOI: 10.1007/s00894-014-2448-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2014] [Accepted: 08/26/2014] [Indexed: 10/24/2022]
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