Theoretical Investigations of the Oxygen Reduction Reaction on Pt(111)
Abstract
Computational modeling can provide important insights into chemical reactions in both applied and fundamental fields of research. One of the most critical processes needed in practical renewable energy sources is the oxygen reduction reaction (ORR). Besides being the key process in combustion and corrosion, the ORR has an elusive mechanism that may proceed in a number of complicated reaction steps in electrochemical fuel cells. Indeed, the mechanism of the ORR on highly studied Pt(111) electrodes has been the subject of interest and debate for decades. Herein, we first outline the theory behind these types of simulations and then show how to use these quantum mechanical approaches and approximations to create a realistic model. After reviewing the performance of these methods in studying the binding of molecular oxygen to Pt(111), we then outline our own results in elucidating the ORR and its dependence on environmental parameters, such as solvent, thermodynamic energies, and the presence of an external electrode potential. This approach can, in principle, be applied to other equally complicated investigations of other surfaces or electrochemical reactions.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Three ORR pathways on Pt(111) are distinguished by when the O-O bond breaks.
“The key feature of the above pathways is when the O-O bond breaks.33”
From A comprehensive review of Pt electrocatalysts for the oxygen reduction reaction: Nanostructure, activity, mechanism and carbon support in PEM fuel cells (2017) · cites this paper as [33]
Keith et al. depicted various possible ORR pathways on Pt(111) by DFT calculation and investigated binding energies for different possible intermediates.
“Keith et al. 33 depicted various possible ORR pathways on Pt (111) by DFT calculation.They investigated the binding energies for different possible intermediates in ORR: H, H 2 , O, O 2 , OH, OOH, H 2 O 2 , and H 2 O with consideration of multiple binding sites for various intermediates.”
From A comprehensive review of Pt electrocatalysts for the oxygen reduction reaction: Nanostructure, activity, mechanism and carbon support in PEM fuel cells (2017) · cites this paper as [33]
Cites
Generalized Gradient Approximation Made Simple
Perdew, J. P., Burke, K., & Ernzerhof, M. (1996) · Physical Review Letters · doi:10.1103/physrevlett.77.3865 · Cited by 215,824 · see citing works
Lee, C., Yang, W., & Parr, R. G. (1988) · Physical Review B · doi:10.1103/physrevb.37.785 · Cited by 100,874 · see citing works
Special points for Brillouin-zone integrations
Monkhorst, H. J., & Pack, J. D. (1976) · Physical Review B · doi:10.1103/physrevb.13.5188 · Cited by 71,721 · see citing works
Self-Consistent Equations Including Exchange and Correlation Effects
Kohn, W., & Sham, L. J. (1965) · Physical Review · doi:10.1103/physrev.140.a1133 · Cited by 64,135 · see citing works
Density-functional exchange-energy approximation with correct asymptotic behavior
Becke, A. D. (1988) · Physical Review A · doi:10.1103/physreva.38.3098 · Cited by 53,837 · see citing works
Hohenberg, P., & Kohn, W. (1964) · Physical Review · doi:10.1103/physrev.136.b864 · Cited by 53,541 · see citing works
Perdew, J. P., Chevary, J. A., Vosko, S. H., Jackson, K. A., Pederson, M. R., Singh, D. J., & Fiolhais, C. (1992) · Physical review. B, Condensed matter · doi:10.1103/physrevb.46.6671 · Cited by 22,222 · see citing works
A climbing image nudged elastic band method for finding saddle points and minimum energy paths
Henkelman, G., Uberuaga, B. P., & Jónsson, H. (2000) · The Journal of Chemical Physics · doi:10.1063/1.1329672 · Cited by 21,576 · see citing works
Vosko, S. H., Wilk, L., & Nusair, M. (1980) · Canadian Journal of Physics · doi:10.1139/p80-159 · Cited by 20,807 · see citing works
Perdew, J. P., Chevary, J. A., Vosko, S. H., Jackson, K. A., Pederson, M. R., Singh, D. J., & Fiolhais, C. (1993) · Physical review. B, Condensed matter · doi:10.1103/physrevb.48.4978.2 · Cited by 17,150 · see citing works
Payne, M. C., Teter, M. P., Allan, D. C., Arias, T. A., & Joannopoulos, J. D. (1992) · Reviews of Modern Physics · doi:10.1103/revmodphys.64.1045 · Cited by 9,693 · see citing works
Henkelman, G., & Jónsson, H. (2000) · The Journal of Chemical Physics · doi:10.1063/1.1323224 · Cited by 9,496 · see citing works
Tao, J., Perdew, J. P., Staroverov, V. N., & Scuseria, G. E. (2003) · Physical Review Letters · doi:10.1103/physrevlett.91.146401 · Cited by 7,107 · see citing works
Szabó, A., & Ostlund, N. S. (1982) · Cited by 6,239 · see citing works
Modern Aspects of Electrochemistry
Bockris, J. O., White, R. E., & Conway, B. E. (2002) · Kluwer Academic Publishers eBooks · doi:10.1007/b114168 · Cited by 5,954 · see citing works
Tomasi, J., & Persico, M. (1994) · Chemical Reviews · doi:10.1021/cr00031a013 · Cited by 5,544 · see citing works
Zur Quantentheorie der Molekeln
Born, M. P., & Oppenheimer, R. (1927) · Annalen der Physik · doi:10.1002/andp.19273892002 · Cited by 4,963 · see citing works
Introduction to Computational Chemistry
Jensen, F. (1998) · Cited by 4,673 · see citing works
Semianalytical treatment of solvation for molecular mechanics and dynamics
Still, W. C., Tempczyk, A., Hawley, R. C., & Hendrickson, T. F. (1990) · Journal of the American Chemical Society · doi:10.1021/ja00172a038 · Cited by 3,653 · see citing works
The calculation of atomic fields
Thomas, L. (1927) · Mathematical Proceedings of the Cambridge Philosophical Society · doi:10.1017/s0305004100011683 · Cited by 2,602 · see citing works
Essentials of Computational Chemistry: Theories and Models
Cramer, C. J. (2002) · Cited by 2,435 · see citing works
The interaction of water with solid surfaces: Fundamental aspects
Thiel, P. A., & Madey, T. E. (1987) · Surface Science Reports · doi:10.1016/0167-5729(87)90001-x · Cited by 2,411 · see citing works
Implicit Solvation Models: Equilibria, Structure, Spectra, and Dynamics
Cramer, C. J., & Truhlar, D. G. (1999) · Chemical Reviews · doi:10.1021/cr960149m · Cited by 2,309 · see citing works
N�herungsmethode zur L�sung des quantenmechanischen Mehrk�rperproblems
Fock, V. (1930) · The European Physical Journal A · doi:10.1007/bf01340294 · Cited by 1,939 · see citing works
Optimization methods for finding minimum energy paths
Sheppard, D., Terrell, R., & Henkelman, G. (2008) · The Journal of Chemical Physics · doi:10.1063/1.2841941 · Cited by 1,851 · see citing works
Solvation energy in protein folding and binding
Eisenberg, D., & McLachlan, A. (1986) · Nature · doi:10.1038/319199a0 · Cited by 1,775 · see citing works
The Wave Mechanics of an Atom with a Non-Coulomb Central Field. Part I. Theory and Methods
Hartree, D. R. (1928) · Mathematical Proceedings of the Cambridge Philosophical Society · doi:10.1017/s0305004100011919 · Cited by 1,747 · see citing works
Kitchin, J. R., Nørskov, J. K., Barteau, M. A., & Chen, J. G. (2004) · The Journal of Chemical Physics · doi:10.1063/1.1737365 · Cited by 1,363 · see citing works
Qiu, D., Shenkin, P. S., Hollinger, F. P., & Still, W. C. (1997) · The Journal of Physical Chemistry A · doi:10.1021/jp961992r · Cited by 962 · see citing works
Perdew, J. P., Ruzsinszky, A., Tao, J., Staroverov, V. N., Scuseria, G. E., & Csonka, G. I. (2005) · The Journal of Chemical Physics · doi:10.1063/1.1904565 · Cited by 946 · see citing works
Proton Transfer 200 Years after von Grotthuss: Insights from Ab Initio Simulations
Marx, D. (2006) · ChemPhysChem · doi:10.1002/cphc.200600128 · Cited by 920 · see citing works
Adsorption and Dissociation of O <sub>2</sub> on Pt−Co and Pt−Fe Alloys
Xu, Y., Ruban, A. V., & Mavrikakis, M. (2004) · Journal of the American Chemical Society · doi:10.1021/ja031701+ · Cited by 636 · see citing works
Single-Molecule Dissociation by Tunneling Electrons
Stipe, B. C., Rezaei, M. A., Ho, W., Gao, S., Persson, M., & Lundqvist, B. I. (1997) · Physical Review Letters · doi:10.1103/physrevlett.78.4410 · Cited by 622 · see citing works
The Wave Mechanics of an Atom with a Non-Coulomb Central Field. Part II. Some Results and Discussion
Hartree, D. R. (1928) · Mathematical Proceedings of the Cambridge Philosophical Society · doi:10.1017/s0305004100011920 · Cited by 603 · see citing works
Structure and Bonding of Water on Pt(111)
Ogasawara, H., Brena, B., Nordlund, D. L., Nyberg, M., Pelmenschikov, A., Pettersson, L. G. M., & Nilsson, A. (2002) · Physical Review Letters · doi:10.1103/physrevlett.89.276102 · Cited by 581 · see citing works
Taylor, C. D., Wasileski, S. A., Filhol, J., & Neurock, M. (2006) · Physical Review B · doi:10.1103/physrevb.73.165402 · Cited by 549 · see citing works
Ruščić, B., Wagner, A. F., Harding, L. B., Asher, R. L., Feller, D. F., Dixon, D. A., Peterson, K. A., Song, Y., Qian, X., Ng, C. Y., et al. (2002) · The Journal of Physical Chemistry A · doi:10.1021/jp013909s · Cited by 506 · see citing works
Inducing and Viewing the Rotational Motion of a Single Molecule
Stipe, B. C., Rezaei, M. A., & Ho, W. (1998) · Science · doi:10.1126/science.279.5358.1907 · Cited by 455 · see citing works
Calculated Phase Diagrams for the Electrochemical Oxidation and Reduction of Water over Pt(111)
Rossmeisl, J., Nørskov, J. K., Taylor, C. D., Janik, M. J., & Neurock, M. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp0631735 · Cited by 441 · see citing works
Determination of Catalyst Unique Parameters for the Oxygen Reduction Reaction in a PEMFC
Neyerlin, K. C., Gu, W., Jorné, J., & Gasteiger, H. A. (2006) · Journal of The Electrochemical Society · doi:10.1149/1.2266294 · Cited by 428 · see citing works
Molecular and atomic adsorption of oxygen on the Pt(111) and Pt(S)-12(111) × (111) surfaces
Gland, J. L. (1980) · Surface Science · doi:10.1016/0039-6028(80)90278-2 · Cited by 376 · see citing works
Adsorption of oxygen on Pt(111)
Steininger, H., Lehwald, S., & Ibach, H. (1982) · Surface Science · doi:10.1016/0039-6028(82)90124-8 · Cited by 365 · see citing works
Molecular and atomic adsorption of oxygen on the Pt(111) and Pt(S)-12(111) × (111) surfaces
Gland, J. (1980) · Surface Science Letters · doi:10.1016/0167-2584(80)90018-3 · Cited by 356 · see citing works
Jerkiewicz, G., Vatankhah, G., Lessard, J., Soriaga, M. P., & PARK, Y. (2004) · Electrochimica Acta · doi:10.1016/s0013-4686(03)00927-7 · Cited by 339 · see citing works
Self-citationPrecursor-mediated adsorption of oxygen on the (111) surfaces of platinum-group metals
Eichler, A., Mittendorfer, F., & Häfner, J. (2000) · Physical review. B, Condensed matter · doi:10.1103/physrevb.62.4744 · Cited by 336 · see citing works
Jinnouchi, R., & Anderson, A. B. (2008) · Physical Review B · doi:10.1103/physrevb.77.245417 · Cited by 319 · see citing works
Molecular Precursors in the Dissociative Adsorption of O2 on Pt(111)
Eichler, A., & Häfner, J. (1997) · Physical Review Letters · doi:10.1103/physrevlett.79.4481 · Cited by 319 · see citing works
Electronic Effects in the Electric Double Layer
Schmickler, W. (1996) · Chemical Reviews · doi:10.1021/cr940408c · Cited by 315 · see citing works
Study of high coverages of atomic oxygen on the Pt(111) surface
Parker, D. H., Bartram, M. E., & Koel, B. E. (1989) · Surface Science · doi:10.1016/0039-6028(89)90443-3 · Cited by 291 · see citing works
Vibrational Recognition of Hydrogen-Bonded Water Networks on a Metal Surface
Meng, S., Xu, L. F., Wang, E. G., & Gao, S. (2002) · Physical Review Letters · doi:10.1103/physrevlett.89.176104 · Cited by 252 · see citing works
Atomistic Modeling of Materials Failure
Buehler, M. J. (2008) · Springer eBooks · doi:10.1007/978-0-387-76426-9 · Cited by 228 · see citing works
Theoretical Study of Solvent Effects on the Platinum-Catalyzed Oxygen Reduction Reaction
Sha, Y., Yu, T. H., Liu, Y., Merinov, B. V., & Goddard, W. A. (2010) · The Journal of Physical Chemistry Letters · doi:10.1021/jz9003153 · Cited by 221 · see citing works
ANDERSON, A. B. C., & Albu, T. V. (2000) · Journal of The Electrochemical Society · doi:10.1149/1.1394046 · Cited by 207 · see citing works
Density functional theory study of O2 electroreduction when bonded to a Pt dual site
Sidik, R. A., & ANDERSON, A. B. C. (2002) · Journal of Electroanalytical Chemistry · doi:10.1016/s0022-0728(02)00851-3 · Cited by 200 · see citing works
Ab Initio Calculations of Intermediates of Oxygen Reduction on Low-Index Platinum Surfaces
Panchenko, A. A., Koper, M. T. M., Shubina, T. E., Mitchell, S. J., & Roduner, E. (2004) · Journal of The Electrochemical Society · doi:10.1149/1.1809586 · Cited by 191 · see citing works
Catalysis and electrocatalysis at nanoparticle surfaces
(2004) · Focus on Catalysts · doi:10.1016/s1351-4180(04)00105-9 · Cited by 183 · see citing works
Alsabet, M., Grdeń, M., & Jerkiewicz, G. (2006) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2006.01.022 · Cited by 134 · see citing works
Self-citationŠljivančanin, Ž., & Hammer, B. (2002) · Surface Science · doi:10.1016/s0039-6028(02)01908-8 · Cited by 124 · see citing works
The Mechanism of Forming H2O from H2 and O2 over a Pt Catalyst via Direct Oxygen Reduction
Jacob, T. (2006) · Fuel Cells · doi:10.1002/fuce.200500201 · Cited by 124 · see citing works
Self-citationRoberts, C. J., & Debenedetti, P. G. (1996) · The Journal of Chemical Physics · doi:10.1063/1.471922 · Cited by 121 · see citing works
Computational Studies of the Interactions of Oxygen with Platinum Clusters
Li, T., & Balbuena, P. B. (2001) · The Journal of Physical Chemistry B · doi:10.1021/jp0118219 · Cited by 117 · see citing works
Water Formation on Pt and Pt‐based Alloys: A Theoretical Description of a Catalytic Reaction
Jacob, T., & Goddard, W. A. (2006) · ChemPhysChem · doi:10.1002/cphc.200500613 · Cited by 115 · see citing works
Self-citationOxygen-Coverage Effects on Molecular Dissociations at a Pt Metal Surface
Getman, R. B., Schneider, W. F., Smeltz, A. D., Delgass, W. N., & Ribeiro, F. H. (2009) · Physical Review Letters · doi:10.1103/physrevlett.102.076101 · Cited by 114 · see citing works
Imaging polysaccharides by atomic force microscopy
Kirby, A. R., Gunning, A. P., & Morris, V. J. (1998) · Biopolymers · doi:10.1002/(sici)1097-0282(199603)38:3 · Cited by 107 · see citing works
Analytical first derivatives of molecular surfaces with respect to nuclear coordinates
Cossi, M., Mennucci, B., & Cammi, R. (1996) · Journal of Computational Chemistry · doi:10.1002/(sici)1096-987x(19960115)17:1 · Cited by 106 · see citing works
Hyman, M. P., & Medlin, J. W. (2006) · The Journal of Physical Chemistry B · doi:10.1021/jp061813y · Cited by 104 · see citing works
Tremiliosi‐Filho, G., Jerkiewicz, G., & Conway, B. E. (1992) · Langmuir · doi:10.1021/la00038a059 · Cited by 103 · see citing works
Self-citationLischka, M., Mosch, C., & Groß, A. (2006) · Electrochimica Acta · doi:10.1016/j.electacta.2006.03.113 · Cited by 100 · see citing works
Inducing and Viewing Bond Selected Chemistry with Tunneling Electrons
Ho, W. (1998) · Accounts of Chemical Research · doi:10.1021/ar9501784 · Cited by 91 · see citing works
Wasileski, S. A., & Janik, M. J. (2008) · Physical Chemistry Chemical Physics · doi:10.1039/b803157f · Cited by 88 · see citing works
Balbuena, P. B., Altomare, D., Agapito, L. A., & Seminario, J. M. (2003) · The Journal of Physical Chemistry B · doi:10.1021/jp035729j · Cited by 85 · see citing works
First-Principle Study of the Adsorption and Dissociation of O 2 on Pt(111) in Acidic Media
Ou, L., Yang, F., Liu, Y., & Chen, S. (2009) · The Journal of Physical Chemistry C · doi:10.1021/jp9059505 · Cited by 81 · see citing works
An introduction to computational physics
(1998) · Choice Reviews Online · doi:10.5860/choice.35-5142 · Cited by 77 · see citing works
Surface orientation dependence of oxide film growth at platinum single crystals
Conway, B. E., & Jerkiewicz, G. (1992) · Journal of Electroanalytical Chemistry · doi:10.1016/0022-0728(92)80448-d · Cited by 75 · see citing works
Self-citationAgostic Interactions and Dissociation in the First Layer of Water on Pt(111)
Jacob, T., & Goddard, W. A. (2004) · Journal of the American Chemical Society · doi:10.1021/ja049920y · Cited by 75 · see citing works
Self-citationAb initio molecular dynamics simulation of liquid water and water–vapor interface
Vassilev, P., Hartnig, C., Koper, M. T. M., Fréchard, F., & van Santen, R. A. (2001) · The Journal of Chemical Physics · doi:10.1063/1.1413515 · Cited by 75 · see citing works
Transformation of molecular oxygen on a platinum surface: A theoretical calculation of STM images
Bocquet, M., Cerdá, J. I., & Sautet, P. (1999) · Physical review. B, Condensed matter · doi:10.1103/physrevb.59.15437 · Cited by 72 · see citing works
Qi, L., Yu, J., & Li, J. (2006) · The Journal of Chemical Physics · doi:10.1063/1.2227388 · Cited by 69 · see citing works
Theoretical investigations on the potential-induced formation of Pt-oxide surfaces
Jacob, T. (2007) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2007.03.023 · Cited by 64 · see citing works
Self-citationEarly stages of growth of hydrous platinum oxide films
Farebrother, M. D., Golȩdzinowski, M., Thomas, G., & Birss, V. I. (1991) · Journal of Electroanalytical Chemistry · doi:10.1016/0022-0728(91)80042-o · Cited by 55 · see citing works
Conway, B. E., Tremiliosi‐Filho, G., & Jerkiewicz, G. (1991) · Journal of Electroanalytical Chemistry · doi:10.1016/0022-0728(91)80039-s · Cited by 53 · see citing works
Self-citationAb initio study of oxygenreduction mechanism at Pt4cluster
Roudgar, A., Eikerling, M. H., & van Santen, R. A. (2009) · Physical Chemistry Chemical Physics · doi:10.1039/b914570b · Cited by 52 · see citing works
Walch, S. P., Dhanda, A., Aryanpour, M., & Pitsch, H. G. (2008) · The Journal of Physical Chemistry C · doi:10.1021/jp7114127 · Cited by 51 · see citing works
Contemporary quantum chemical modelling of electrified interfaces
Nazmutdinov, R. R., & Шапник, М. С. (1996) · Electrochimica Acta · doi:10.1016/0013-4686(96)00053-9 · Cited by 40 · see citing works
Okamoto, Y. (2005) · Chemical Physics Letters · doi:10.1016/j.cplett.2005.02.018 · Cited by 38 · see citing works
Corrected Debye–Hückel analysis of surface complexation
Gunnarsson, M., Abbas, Z., Ahlberg, E., & Nordholm, S. (2004) · Journal of Colloid and Interface Science · doi:10.1016/j.jcis.2003.12.053 · Cited by 35 · see citing works
Chapter 5. Recent progress in theoretical electrochemistry
Schmickler, W. (1999) · Annual Reports Section C (Physical Chemistry) · doi:10.1039/pc095117 · Cited by 33 · see citing works
First-principles studies of Au(100)-hex reconstruction in an electrochemical environment
Feng, Y., Bohnen, K.-P., & Chan, C. T. (2005) · Physical Review B · doi:10.1103/physrevb.72.125401 · Cited by 30 · see citing works
Potential-induced lifting of the Au(100)-surface reconstruction studied with DFT
Jacob, T. (2007) · Electrochimica Acta · doi:10.1016/j.electacta.2006.03.114 · Cited by 29 · see citing works
Self-citationRoques, J., & Anderson, A. B. (2004) · Journal of Electrochemical Energy Conversion and Storage · doi:10.1115/1.1867972 · Cited by 24 · see citing works
Jacob, T., Geschke, D., Fritzsche, S., Sepp, W.-D., Fricke, Β., Anton, J., & Varga, S. (2001) · Surface Science · doi:10.1016/s0039-6028(01)01046-9 · Cited by 24 · see citing works
Self-citationJerkiewicz, G., Alsabet, M., Grdeń, M., Varela, H., & Tremiliosi‐Filho, G. (2008) · Journal of Electroanalytical Chemistry · doi:10.1016/j.jelechem.2008.10.015 · Cited by 21 · see citing works
Self-citationSurface-embedded-atom model of the potential-induced lifting of the reconstruction of Au()
Haftel, M. I., & Rosen, M. (2002) · Surface Science · doi:10.1016/s0039-6028(02)02453-6 · Cited by 15 · see citing works
Simulation methods for chemically specific modeling of electrochemical interfaces
Halleý, J. W., Schelling, P. K., & Duan, Y. (2000) · Electrochimica Acta · doi:10.1016/s0013-4686(00)00578-8 · Cited by 12 · see citing works
Cluster size convergent full relativistic density-functional calculations of single atom adsorption
Jacob, T., Fritzsche, S., Sepp, W.-D., Fricke, Β., & Anton, J. (2002) · Physics Letters A · doi:10.1016/s0375-9601(02)00788-0 · Cited by 10 · see citing works
Self-citation
Flagged first, then by citations
1 of the 96 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Sui, S., Wang, X., Zhou, X., Su, Y., Riffat, S., & Liu, C.-J. (2017) · Journal of Materials Chemistry A · doi:10.1039/c6ta08580f · Cited by 916 · see citing works
Review of Metal Catalysts for Oxygen Reduction Reaction: From Nanoscale Engineering to Atomic Design
Wang, X., Li, Z., Qu, Y., Yuan, T., Wang, W., Wu, Y. S., & Li, Y. (2019) · Chem · doi:10.1016/j.chempr.2019.03.002 · Cited by 868 · see citing works
Dong, J., Zhang, X., Martos, V. B., Jin, X., Yang, J., Chen, S., Yang, Z., Wu, D., Feliu, J. M., Williams, C. T., et al. (2018) · Nature Energy · doi:10.1038/s41560-018-0292-z · Cited by 797 · see citing works
Over, H. (2012) · Chemical Reviews · doi:10.1021/cr200247n · Cited by 740 · see citing works
Liao, P., Keith, J. A., & Carter, E. A. (2012) · Journal of the American Chemical Society · doi:10.1021/ja301567f · Cited by 577 · see citing works
Self-citationNie, X., Luo, W., Janik, M. J., & Asthagiri, A. (2014) · Journal of Catalysis · doi:10.1016/j.jcat.2014.01.013 · Cited by 505 · see citing works
Local reaction environment in electrocatalysis
Chen, C., Jin, H., Wang, P., Sun, X., Jaroniec, M., Zheng, Y., & Qiao, S. (2024) · Chemical Society Reviews · doi:10.1039/d3cs00669g · Cited by 399 · see citing works
Pyrolyzed M–N x catalysts for oxygen reduction reaction: progress and prospects
Luo, E., Chu, Y., Liu, J., Shi, Z., Zhu, S., Gong, L., Ge, J., Choi, C. H., Liu, C., & Xing, W. (2021) · Energy & Environmental Science · doi:10.1039/d1ee00142f · Cited by 310 · see citing works
A fundamental comprehension and recent progress in advanced Pt‐based ORR nanocatalysts
Wang, Y., Wang, D. S., & Li, Y. (2021) · SmartMat · doi:10.1002/smm2.1023 · Cited by 309 · see citing works
Wilson, N. M. M., & Flaherty, D. W. (2015) · Journal of the American Chemical Society · doi:10.1021/jacs.5b10669 · Cited by 297 · see citing works
Controlling Selectivity in the Chlorine Evolution Reaction over RuO 2 ‐Based Catalysts
Exner, K. S., Anton, J., Jacob, T., & Over, H. (2014) · Angewandte Chemie International Edition · doi:10.1002/anie.201406112 · Cited by 257 · see citing works
Self-citationJahnke, T., Futter, G. A., Latz, A., Malkow, T., Papakonstantinou, G. D., Tsotridis, G., Schott, P., Gérard, M., Quinaud, M., Quiroga, M., et al. (2015) · Journal of Power Sources · doi:10.1016/j.jpowsour.2015.11.041 · Cited by 247 · see citing works
Liao, P., & Carter, E. A. (2012) · Chemical Society Reviews · doi:10.1039/c2cs35267b · Cited by 246 · see citing works
Keith, J. A., & Jacob, T. (2010) · Angewandte Chemie International Edition · doi:10.1002/anie.201004794 · Cited by 238 · see citing works
Self-citationKastlunger, G., Lindgren, P., & Peterson, A. A. (2018) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.8b02465 · Cited by 231 · see citing works
Emerging covalent organic frameworks tailored materials for electrocatalysis
Cui, X., Lei, S., Wang, A. C., Gao, L., Zhang, Q., Yang, Y., & Lin, Z. (2020) · Nano Energy · doi:10.1016/j.nanoen.2020.104525 · Cited by 228 · see citing works
Theoretical Elucidation of the Competitive Electro-oxidation Mechanisms of Formic Acid on Pt(111)
Gao, W., Keith, J. A., Anton, J., & Jacob, T. (2010) · Journal of the American Chemical Society · doi:10.1021/ja1083317 · Cited by 224 · see citing works
Self-citationFirst-principles computational electrochemistry: Achievements and challenges
Calle‐Vallejo, F., & Koper, M. T. M. (2012) · Electrochimica Acta · doi:10.1016/j.electacta.2012.04.062 · Cited by 216 · see citing works
Duan, Z., & Wang, G. (2013) · The Journal of Physical Chemistry C · doi:10.1021/jp400388v · Cited by 214 · see citing works
Solvation effects on DFT predictions of ORR activity on metal surfaces
Zhang, Q., & Asthagiri, A. (2018) · Catalysis Today · doi:10.1016/j.cattod.2018.07.036 · Cited by 188 · see citing works
Modelling the electric double layer at electrode/electrolyte interfaces
Groß, A., & Sakong, S. (2018) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2018.09.005 · Cited by 181 · see citing works
Boron-doped graphene as active electrocatalyst for oxygen reduction reaction at a fuel-cell cathode
Fazio, G., Ferrighi, L., & Valentin, C. D. (2014) · Journal of Catalysis · doi:10.1016/j.jcat.2014.07.024 · Cited by 165 · see citing works
Liu, S., White, M. G., & Liu, P. (2016) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.6b05126 · Cited by 158 · see citing works
Does the breaking of adsorption-energy scaling relations guarantee enhanced electrocatalysis?
Govindarajan, N., García-Lastra, J. M., Meijer, E. J., & Calle‐Vallejo, F. (2018) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2018.03.025 · Cited by 155 · see citing works
The Importance of the Electrochemical Environment in the Electro-Oxidation of Methanol on Pt(111)
Sakong, S., & Groß, A. (2016) · ACS Catalysis · doi:10.1021/acscatal.6b00931 · Cited by 144 · see citing works
Multiscale modeling of lithium ion batteries: thermal aspects
Latz, A., & Zausch, J. (2015) · Beilstein Journal of Nanotechnology · doi:10.3762/bjnano.6.102 · Cited by 130 · see citing works
Steinmann, S. N., Michel, C., Schwiedernoch, R., & Sautet, P. (2015) · Physical Chemistry Chemical Physics · doi:10.1039/c5cp00946d · Cited by 129 · see citing works
Functionalization of Monolayer h-BN by a Metal Support for the Oxygen Reduction Reaction
Lyalin, A., Nakayama, A., Uosaki, K., & Taketsugu, T. (2013) · The Journal of Physical Chemistry C · doi:10.1021/jp406751n · Cited by 126 · see citing works
Modeling nucleation and growth of zinc oxide during discharge of primary zinc-air batteries
Stamm, J., Varzi, A., Latz, A., & Horstmann, B. (2017) · Journal of Power Sources · doi:10.1016/j.jpowsour.2017.05.073 · Cited by 125 · see citing works
Zhang, Y., Gao, F., You, H., Li, Z., Zou, B., & Du, Y. (2021) · Coordination Chemistry Reviews · doi:10.1016/j.ccr.2021.214244 · Cited by 125 · see citing works
Two-dimensional nonlayered materials for electrocatalysis
Wang, Y., Zhang, Z., Mao, Y., & Wang, X. (2020) · Energy & Environmental Science · doi:10.1039/d0ee01714k · Cited by 124 · see citing works
Layered SiC Sheets: A Potential Catalyst for Oxygen Reduction Reaction
Zhang, P., Xiao, B., Hou, X., Zhu, Y., & Jiang, Q. (2014) · Scientific Reports · doi:10.1038/srep03821 · Cited by 120 · see citing works
The effect of pH on oxygen and hydrogen peroxide reduction on polycrystalline Pt electrode
Štrbac, S. (2010) · Electrochimica Acta · doi:10.1016/j.electacta.2010.10.057 · Cited by 116 · see citing works
Zhang, L., Wang, L., Holt, C. M. B., Zahiri, B., Li, Z., Malek, K., Navessin, T., Eikerling, M. H., & Mitlin, D. (2012) · Energy & Environmental Science · doi:10.1039/c2ee02689a · Cited by 114 · see citing works
Feng, L., Liu, Y.-J., & Zhao, J. (2015) · Journal of Power Sources · doi:10.1016/j.jpowsour.2015.04.094 · Cited by 109 · see citing works
Lyalin, A., Nakayama, A., Uosaki, K., & Taketsugu, T. (2012) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp42907a · Cited by 109 · see citing works
Ji, Y., Dong, H., Liu, C., & Li, Y. (2018) · Journal of Materials Chemistry A · doi:10.1039/c8ta02985g · Cited by 103 · see citing works
Adegoke, K. A., & Maxakato, N. W. (2022) · Coordination Chemistry Reviews · doi:10.1016/j.ccr.2021.214389 · Cited by 101 · see citing works
Hu, X., Yang, B., Ke, S., Liu, Y., Fang, M., Huang, Z., & Min, X. (2023) · Energy & Fuels · doi:10.1021/acs.energyfuels.3c01265 · Cited by 101 · see citing works
Katsounaros, I., Schneider, W., Meier, J. C., Benedikt, U., Biedermann, P. U., Cuesta, Á., Auer, A. A., & Mayrhofer, K. J. J. (2013) · Physical Chemistry Chemical Physics · doi:10.1039/c3cp50649e · Cited by 100 · see citing works
Recent advancements in Pt-nanostructure-based electrocatalysts for the oxygen reduction reaction
Mahata, A., Nair, A. S., & Pathak, B. (2019) · Catalysis Science & Technology · doi:10.1039/c9cy00895k · Cited by 99 · see citing works
Temperature-Dependent Dissolution of Polycrystalline Platinum in Sulfuric Acid Electrolyte
Cherevko, S., Topalov, A. A., Žeradjanin, A. R., Keeley, G. P., & Mayrhofer, K. J. J. (2014) · Electrocatalysis · doi:10.1007/s12678-014-0187-0 · Cited by 96 · see citing works
Lv, X., Wei, W., Wang, H., Huang, B., & Dai, Y. (2019) · Applied Catalysis B: Environmental · doi:10.1016/j.apcatb.2019.05.045 · Cited by 92 · see citing works
Evaluating Solvent Effects at the Aqueous/Pt(111) Interface
Iyemperumal, S. K., & Deskins, N. A. (2017) · ChemPhysChem · doi:10.1002/cphc.201700162 · Cited by 88 · see citing works
Xiao, B., Jiang, X., & Jiang, Q. (2016) · Physical Chemistry Chemical Physics · doi:10.1039/c6cp01066k · Cited by 85 · see citing works
Beneficial compressive strain for oxygen reduction reaction on Pt (111) surface
Kattel, S. P., & Wang, G. (2014) · The Journal of Chemical Physics · doi:10.1063/1.4896604 · Cited by 85 · see citing works
Ruvinskiy, P. S., Bonnefont, A., Pham‐Huu, C., & Savinova, E. R. (2011) · Langmuir · doi:10.1021/la2006343 · Cited by 83 · see citing works
How theory and simulation can drive fuel cell electrocatalysis
Eslamibidgoli, M. J., Huang, J., Kadyk, T., Malek, A., & Eikerling, M. (2016) · Nano Energy · doi:10.1016/j.nanoen.2016.06.004 · Cited by 83 · see citing works
Zhang, P., Hou, X., Liu, L., Mi, J., & Dong, M. (2015) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.5b09148 · Cited by 81 · see citing works
Tsai, H.-C., Hsieh, Y.-C., Yu, T. H., Lee, Y.-J., Wu, Y.-H., Merinov, B. V., Wu, P., Chen, S., Adžić, R. R., & Goddard, W. A. (2015) · ACS Catalysis · doi:10.1021/cs501020a · Cited by 81 · see citing works
Lee, C. H., Jun, B., & Lee, S. U. (2018) · ACS Sustainable Chemistry & Engineering · doi:10.1021/acssuschemeng.7b04608 · Cited by 80 · see citing works
Quantifying solvation energies at solid/liquid interfaces using continuum solvation methods
Gray, C., Saravanan, K., Wang, G., & Keith, J. A. (2017) · Molecular Simulation · doi:10.1080/08927022.2016.1273525 · Cited by 79 · see citing works
Self-citationOver, H. (2013) · Electrochimica Acta · doi:10.1016/j.electacta.2012.12.099 · Cited by 78 · see citing works
Controlling Selectivity in the Chlorine Evolution Reaction over RuO 2 ‐Based Catalysts
Exner, K. S., Anton, J., Jacob, T., & Over, H. (2014) · Angewandte Chemie · doi:10.1002/ange.201406112 · Cited by 76 · see citing works
Self-citationAl13@Pt42 Core-Shell Cluster for Oxygen Reduction Reaction
Xiao, B., Zhu, Y., Lang, X., Wen, Z., & Jiang, Q. (2014) · Scientific Reports · doi:10.1038/srep05205 · Cited by 74 · see citing works
Wilson, N. M. M., Pan, Y.-T. F., Shao, Y., Zuo, J., Yang, H., & Flaherty, D. W. (2018) · ACS Catalysis · doi:10.1021/acscatal.7b04186 · Cited by 69 · see citing works
Alfaifi, S. M., Balu, R., Chiang, K., Choudhury, N. R., & Dutta, N. K. (2025) · ACS Catalysis · doi:10.1021/acscatal.5c00903 · Cited by 69 · see citing works
Sakaushi, K., Eckardt, M., Lyalin, A., Taketsugu, T., Behm, R. J., & Uosaki, K. (2018) · ACS Catalysis · doi:10.1021/acscatal.8b01953 · Cited by 67 · see citing works
Dong, H., Lin, B., Gilmore, K., Hou, T., Lee, S., & Li, Y. (2015) · Journal of Power Sources · doi:10.1016/j.jpowsour.2015.09.014 · Cited by 64 · see citing works
Du, S., Lu, Y., Malladi, S. K., Xu, Q., & Steinberger-Wilckens, R. (2014) · J. Mater. Chem. A · doi:10.1039/c3ta13608f · Cited by 63 · see citing works
Mohideen, M. M., Radhamani, A. V., Ramakrishna, S., Wei, Y., & Liu, Y. (2022) · Journal of Energy Chemistry · doi:10.1016/j.jechem.2022.01.035 · Cited by 62 · see citing works
Review of electrochemical oxidation desulfurization for fuels and minerals
Zhang, T., Zhang, J., Wang, Z., Liu, J., Qian, G., Wang, D., & Gong, X. (2021) · Fuel · doi:10.1016/j.fuel.2021.121562 · Cited by 62 · see citing works
Groß, A. (2021) · Current Opinion in Electrochemistry · doi:10.1016/j.coelec.2020.100684 · Cited by 60 · see citing works
Cheng, T., Goddard, W. A., An, Q., Xiao, H. Y., Merinov, B. V., & Morozov, S. I. (2016) · Physical Chemistry Chemical Physics · doi:10.1039/c6cp08055c · Cited by 60 · see citing works
Ficca, V. C. A., Santoro, C., Placidi, E., Arciprete, F., Serov, A., Atanassov, P. B., & Mecheri, B. (2023) · ACS Catalysis · doi:10.1021/acscatal.2c05222 · Cited by 59 · see citing works
CO2 Reduction Mechanism on the Pb(111) Surface: Effect of Solvent and Cations
Zhao, C. X., Bu, Y. F., Gao, W., & Jiang, Q. (2017) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.7b04375 · Cited by 58 · see citing works
Mahata, A., Garg, P., Rawat, K. S., Bhauriyal, P., & Pathak, B. (2017) · Journal of Materials Chemistry A · doi:10.1039/c7ta00685c · Cited by 58 · see citing works
Zhang, P., Hou, X., Mi, J., He, Y., Lin, L., Jiang, Q., & Dong, M. (2014) · Physical Chemistry Chemical Physics · doi:10.1039/c4cp02167c · Cited by 57 · see citing works
Mathematical modeling of intercalation batteries at the cell level and beyond
Landstorfer, M., & Jacob, T. (2013) · Chemical Society Reviews · doi:10.1039/c2cs35050e · Cited by 57 · see citing works
Self-citationYu, L., Tang, L., Guo, W. C., Li, C., Shin, D., Liu, Z., & Lin, Y. (2022) · Matter · doi:10.1016/j.matt.2022.04.010 · Cited by 56 · see citing works
Bao, C., & Bessler, W. G. (2014) · Journal of Power Sources · doi:10.1016/j.jpowsour.2014.11.058 · Cited by 56 · see citing works
Modeling the HCOOH/CO2 Electrocatalytic Reaction: When Details Are Key
Steinmann, S. N., Michel, C., Schwiedernoch, R., Filhol, J., & Sautet, P. (2015) · ChemPhysChem · doi:10.1002/cphc.201500187 · Cited by 56 · see citing works
Ikeshoji, T., & Otani, M. (2017) · Physical Chemistry Chemical Physics · doi:10.1039/c6cp08466d · Cited by 56 · see citing works
Zhang, P., Lian, J., & Jiang, Q. (2012) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp40087a · Cited by 55 · see citing works
Investigation of the ORR Using the Double-Trap Intrinsic Kinetic Model
Moore, M. S., Putz, A. M. V., & Secanell, M. (2013) · Journal of The Electrochemical Society · doi:10.1149/2.123306jes · Cited by 54 · see citing works
He, H., Cai, W., Lin, Y., & Chen, B. (2010) · Chemical Communications · doi:10.1039/c0cc00504e · Cited by 51 · see citing works
Long Range Functionalization of h-BN Monolayer by Carbon Doping
Gao, M., Adachi, M., Lyalin, A., & Taketsugu, T. (2016) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.5b12706 · Cited by 50 · see citing works
Exner, K. S. (2023) · ACS Physical Chemistry Au · doi:10.1021/acsphyschemau.2c00054 · Cited by 49 · see citing works
Tian, S., & Tang, Q. H. (2021) · Journal of Materials Chemistry C · doi:10.1039/d1tc00668a · Cited by 48 · see citing works
Progress of fundamental mechanism of formic acid decomposition and electrooxidation
Liu, X., Jacob, T., & Gao, W. (2022) · Journal of Energy Chemistry · doi:10.1016/j.jechem.2022.02.017 · Cited by 48 · see citing works
Self-citationNayak, S., Biedermann, P. U., Stratmann, M., & Erbe, A. (2013) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp43909c · Cited by 48 · see citing works
Thermodynamics and Hysteresis of Oxide Formation and Removal on Platinum (111) Surfaces
Holby, E. F., Greeley, J., & Morgan, D. D. (2012) · The Journal of Physical Chemistry C · doi:10.1021/jp210805z · Cited by 48 · see citing works
Recent Advances in Revealing the Electrocatalytic Mechanism for Hydrogen Energy Conversion System
Cai, M., Zhang, Y., He, P., & Zhang, Z. (2024) · Small · doi:10.1002/smll.202405008 · Cited by 47 · see citing works
Thangarasu, S., Palanisamy, G., Roh, S., Kurkuri, M. D., Kim, S. C., & Jung, H. (2018) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2018.08.035 · Cited by 47 · see citing works
Pt3Re alloy nanoparticles as electrocatalysts for the oxygen reduction reaction
Raciti, D., Kubal, J., Ma, C., Barclay, M., Gonzalez, M., Chi, M., Greeley, J., More, K. L., & Wang, C. (2016) · Nano Energy · doi:10.1016/j.nanoen.2015.12.014 · Cited by 46 · see citing works
Pt@h-BN core–shell fuel cell electrocatalysts with electrocatalysis confined under outer shells
Sun, M., Dong, J., Lv, Y., Zhao, S., Meng, C., Song, Y., Wang, G., Li, J., Fu, Q., Tian, Z., et al. (2018) · Nano Research · doi:10.1007/s12274-018-2029-5 · Cited by 46 · see citing works
Zinc Intercalated Lattice Expansion of Ultrafine Platinum–Nickel Oxygen Reduction Catalyst for PEMFC
Zhan, C., Sun, H., Lü, L., Bu, L., Li, L., Liu, Y., Tang, Y., Liu, W., & Huang, X. (2022) · Advanced Functional Materials · doi:10.1002/adfm.202212442 · Cited by 45 · see citing works
Oxygen adsorption on small PtNi nanoalloys
Paola, C. D., & Baletto, F. (2011) · Physical Chemistry Chemical Physics · doi:10.1039/c0cp01662d · Cited by 45 · see citing works
Oxygen Reduction at Dense Thin-Film Microelectrodes on a Proton-Conducting Electrolyte
Poetzsch, D., Merkle, R., & Maier, J. (2015) · Journal of The Electrochemical Society · doi:10.1149/2.0951508jes · Cited by 43 · see citing works
Chen, Y., Tian, S., & Tang, Q. H. (2021) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.1c07044 · Cited by 43 · see citing works
Modelling electrified interfaces in quantum chemistry: constant charge vs. constant potential
Benedikt, U., Schneider, W., & Auer, A. A. (2012) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp42675g · Cited by 43 · see citing works
Recent advances in metal-organic frameworks derived electrocatalysts for oxygen reduction reaction
Wu, S., Qu, X., Zhu, J., Liu, X., Mao, H., Wang, K., Zhou, G., Chi, J., & Wang, L. (2023) · Journal of Alloys and Compounds · doi:10.1016/j.jallcom.2023.172518 · Cited by 42 · see citing works
Application of graphene in low‐temperature fuel cell technology: An overview
Osman, S. H., Kamarudin, S. K., Karim, N. A., & Basri, S. (2021) · International Journal of Energy Research · doi:10.1002/er.6969 · Cited by 41 · see citing works
Bhunia, K., Seok, J. H., Perumalsamy, M., Bejigo, K. S., Elumalai, V., Lee, S. U., & Kim, S. (2024) · Nano Energy · doi:10.1016/j.nanoen.2024.109966 · Cited by 41 · see citing works
Chen, J., Fang, L., Luo, S., Liu, Y., & Chen, S. (2017) · The Journal of Physical Chemistry C · doi:10.1021/acs.jpcc.7b01082 · Cited by 41 · see citing works
Bimetallic alloys in action: dynamic atomistic motifs for electrochemistry and catalysis
Mueller, J. E., Krtil, P., Kibler, L. A., & Jacob, T. (2014) · Physical Chemistry Chemical Physics · doi:10.1039/c4cp01591f · Cited by 40 · see citing works
Self-citationLiu, M., Xin, H. L., & Wu, Q. (2019) · Physical Chemistry Chemical Physics · doi:10.1039/c8cp06756b · Cited by 40 · see citing works
Wang, C., An, C., Qin, C., Gomaa, H., Deng, Q., Wu, S., & Hu, N. (2022) · Nanomaterials · doi:10.3390/nano12142480 · Cited by 39 · see citing works
Electrochemical Formation of Reactive Oxygen Species at Pt (111)—A Density Functional Theory Study
Eslamibidgoli, M. J., & Eikerling, M. H. (2015) · ACS Catalysis · doi:10.1021/acscatal.5b01154 · Cited by 39 · see citing works
- Authors
- Keith, J. A., Jerkiewicz, G., & Jacob, T.
- Affiliations
- Universität Ulm (DE)
- Queen's University (CA)
- Corresponding author
- Jacob, Timo
- Venue
- ChemPhysChem
- Publisher
- Wiley
- Published
- 2010-08-19
- Volume
- 11
- Issue
- 13
- Pages
- 2779-2794
- ISSN
- 1439-4235 (ISSN-L)
- 1439-7641
- OpenAlex
- W2110203260
- Cited by
- 233
- References
- 96
- Citations by year
- 2026: 6 · 2025: 7 · 2024: 14 · 2023: 14 · 2022: 16 · 2021: 15 · 2020: 12 · 2019: 15 · 2018: 20 · 2017: 16 · 2016: 15 · 2015: 20 · 2014: 22 · 2013: 15 · 2012: 14
- FWCI
- 0.45
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- ChemPhysChem (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Alexander von Humboldt-Stiftung
- European Commission
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Electrocatalysts for Energy Conversion
- Physical Sciences › Materials Science › Materials Chemistry › Catalytic Processes in Materials Science
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Advanced Chemical Physics Studies
- Keywords
- oxygen reduction reaction, Pt(111), reaction mechanism, molecular oxygen adsorption, solvent effects, electrode potential, thermodynamic energy, surface reaction kinetics
- MeSH terms
- Computer Simulation, Electrochemistry, Electrodes, Oxidation-Reduction, Oxygen, Platinum, Quantum Theory, Surface Properties
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review