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Liu C, Lu B, Ariga-Miwa H, Ogura S, Ozawa T, Fukutani K, Gao M, Hasegawa JY, Shimizu KI, Asakura K, Takakusagi S. Dynamic Behavior of Intermediate Adsorbates to Control Activity and Product Selectivity in Heterogeneous Catalysis: Methanol Decomposition on Pt/TiO2(110). J Am Chem Soc 2023; 145:19953-19960. [PMID: 37584454 DOI: 10.1021/jacs.3c06405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
Dynamic behavior of intermediate adsorbates, such as diffusion, spillover, and reverse spillover, has a strong influence on the catalytic performance in oxide-supported metal catalysts. However, it is challenging to elucidate how the intermediate adsorbates move on the catalyst surface and find active sites to give the corresponding products. In this study, the effect of the dynamic behavior of methoxy intermediate on methanol decomposition on a Pt/TiO2(110) surface has been clarified by combination of scanning tunneling microscopy (STM), temperature-programmed desorption (TPD), and density functional theory (DFT) calculations. The methoxy intermediates were formed by the dissociative adsorption of methanol molecules on Pt nanoparticles at room temperature followed by spillover to the TiO2(110) support surface. TPD results showed that the methoxy intermediates were thermally decomposed at >350 K on the Pt sites to produce CO (dehydrogenation) and CH4 (C-O bond scission). A decrease of the Pt nanoparticle density lowered the activity for the decomposition reaction and increased the selectivity toward CH4, which indicates that the reaction is controlled by diffusion and reverse spillover of the methoxy intermediates. Time-lapse STM imaging and DFT calculations revealed that the methoxy intermediates migrate on the five-fold coordinated Ti (Ti5c) sites along the [001] or [ 1 1 ¯ 0 ] direction with the aid of hydrogen adatoms bonded to the bridging oxygens (Obr) and can move over the entire surface to seek and find active Pt sites. This work offers an in-depth understanding of the important role of intermediate adsorbate migration in the control of the catalytic performance in oxide-supported metal catalysts.
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Affiliation(s)
- Can Liu
- Institute for Catalysis, Hokkaido University, Sapporo, Hokkaido 001-0021, Japan
| | - Bang Lu
- Division of Quantum Science and Engineering, Graduate School of Engineering, Hokkaido University, Sapporo, Hokkaido 001-0021, Japan
| | - Hiroko Ariga-Miwa
- Innovation Research Center for Fuel Cells and Hydrogen, The University of Electro-Communications, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan
| | - Shohei Ogura
- School of Engineering, Tokyo Denki University, 5 Senju Asahi-cho, Adachi-ku, Tokyo 120-8 551, Japan
| | - Takahiro Ozawa
- Institute of Industrial Science, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan
| | - Katsuyuki Fukutani
- Institute of Industrial Science, The University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan
| | - Min Gao
- Institute for Chemical Reaction Design and Discovery (ICReDD), Hokkaido University, Sapporo, Hokkaido 001-0021, Japan
| | - Jun-Ya Hasegawa
- Institute for Catalysis, Hokkaido University, Sapporo, Hokkaido 001-0021, Japan
| | - Ken-Ichi Shimizu
- Institute for Catalysis, Hokkaido University, Sapporo, Hokkaido 001-0021, Japan
| | - Kiyotaka Asakura
- Institute for Catalysis, Hokkaido University, Sapporo, Hokkaido 001-0021, Japan
| | - Satoru Takakusagi
- Institute for Catalysis, Hokkaido University, Sapporo, Hokkaido 001-0021, Japan
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Abstract
Coupling of motor proteins within arrays drives muscle contraction, flagellar beating, chromosome segregation, and other biological processes. Current models of motor coupling invoke either direct mechanical linkage or protein crowding, which rely on short-range motor-motor interactions. In contrast, coupling mechanisms that act at longer length scales remain largely unexplored. Here we report that microtubules can physically couple motor movement in the absence of detectable short-range interactions. The human kinesin-4 Kif4A changes the run length and velocity of other motors on the same microtubule in the dilute binding limit, when approximately 10-nm-sized motors are much farther apart than the motor size. This effect does not depend on specific motor-motor interactions because similar changes in Kif4A motility are induced by kinesin-1 motors. A micrometer-scale attractive interaction potential between motors is sufficient to recreate the experimental results in a biophysical model. Unexpectedly, our theory suggests that long-range microtubule-mediated coupling affects not only binding kinetics but also motor mechanochemistry. Therefore, the model predicts that motors can sense and respond to motors bound several micrometers away on a microtubule. Our results are consistent with a paradigm in which long-range motor interactions along the microtubule enable additional forms of collective motor behavior, possibly due to changes in the microtubule lattice.
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Vlcek L, Maksov A, Pan M, Vasudevan RK, Kalinin SV. Knowledge Extraction from Atomically Resolved Images. ACS NANO 2017; 11:10313-10320. [PMID: 28953356 DOI: 10.1021/acsnano.7b05036] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Tremendous strides in experimental capabilities of scanning transmission electron microscopy and scanning tunneling microscopy (STM) over the past 30 years made atomically resolved imaging routine. However, consistent integration and use of atomically resolved data with generative models is unavailable, so information on local thermodynamics and other microscopic driving forces encoded in the observed atomic configurations remains hidden. Here, we present a framework based on statistical distance minimization to consistently utilize the information available from atomic configurations obtained from an atomically resolved image and extract meaningful physical interaction parameters. We illustrate the applicability of the framework on an STM image of a FeSexTe1-x superconductor, with the segregation of the chalcogen atoms investigated using a nonideal interacting solid solution model. This universal method makes full use of the microscopic degrees of freedom sampled in an atomically resolved image and can be extended via Bayesian inference toward unbiased model selection with uncertainty quantification.
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Affiliation(s)
- Lukas Vlcek
- Chemical Sciences Division, Oak Ridge National Laboratory , Oak Ridge Tennessee 37831, United States
- Joint Institute for Computational Sciences, University of Tennessee, Oak Ridge National Laboratory , Oak Ridge Tennessee 37831, United States
| | - Artem Maksov
- Bredesen Center for Interdisciplinary Research, University of Tennessee , Knoxville, Tennessee 37996, United States
| | - Minghu Pan
- School of Physics, Huazhong University of Science & Technology , Wuhan 430074, China
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Hong J, Pan Y, Hu Z, Lv D, Jin C, Ji W, Yuan J, Zhang Z. Direct Imaging of Kinetic Pathways of Atomic Diffusion in Monolayer Molybdenum Disulfide. NANO LETTERS 2017; 17:3383-3390. [PMID: 28548860 DOI: 10.1021/acs.nanolett.6b05342] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Direct observation of atomic migration both on and below surfaces is a long-standing but important challenge in materials science as diffusion is one of the most elementary processes essential to many vital material behaviors. Probing the kinetic pathways, including metastable or even transition states involved down to atomic scale, holds the key to the underlying physical mechanisms. Here, we applied aberration-corrected transmission electron microscopy (TEM) to demonstrate direct atomic-scale imaging and quasi-real-time tracking of diffusion of Mo adatoms and vacancies in monolayer MoS2, an important two-dimensional transition metal dichalcogenide (TMD) system. Preferred kinetic pathways and the migration potential-energy landscape are determined experimentally and confirmed theoretically. The resulting three-dimensional knowledge of the atomic configuration evolution reveals the different microscopic mechanisms responsible for the contrasting intrinsic diffusion rates for Mo adatoms and vacancies. The new insight will benefit our understanding of material processes such as phase transformation and heterogeneous catalysis.
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Affiliation(s)
- Jinhua Hong
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University , Hangzhou, Zhejiang 310027, China
| | - Yuhao Pan
- Beijing Key Laboratory of Optoelectronic Functional Materials and Micro-Nano Devices, Department of Physics, Renmin University of China , Beijing 100872, China
| | - Zhixin Hu
- Beijing Key Laboratory of Optoelectronic Functional Materials and Micro-Nano Devices, Department of Physics, Renmin University of China , Beijing 100872, China
| | - Danhui Lv
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University , Hangzhou, Zhejiang 310027, China
| | - Chuanhong Jin
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University , Hangzhou, Zhejiang 310027, China
| | - Wei Ji
- Beijing Key Laboratory of Optoelectronic Functional Materials and Micro-Nano Devices, Department of Physics, Renmin University of China , Beijing 100872, China
| | - Jun Yuan
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University , Hangzhou, Zhejiang 310027, China
- Department of Physics, University of York , Heslington, York YO10 5DD, United Kingdom
| | - Ze Zhang
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University , Hangzhou, Zhejiang 310027, China
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5
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Insight into the mechanism and possibility of ethanol formation from syngas on Cu(100) surface. ACTA ACUST UNITED AC 2015. [DOI: 10.1016/j.molcata.2015.04.015] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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6
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Taranovskyy A, Tansel T, Magnussen OM. Quantitative measurements of adsorbate-adsorbate interactions at solid-liquid interfaces. PHYSICAL REVIEW LETTERS 2010; 104:106101. [PMID: 20366437 DOI: 10.1103/physrevlett.104.106101] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2009] [Indexed: 05/29/2023]
Abstract
The interactions between adsorbates at a solid-liquid interface were studied by video-rate STM for the case of sulfur on Cu(100) electrode surfaces in HCl solution. Quantitative data were obtained by analyzing the S(ad) dimer dynamics within the surrounding c(2 x 2)-Cl adlattice as well as the adsorbate configurations. The interactions are repulsive for S(ad) separated by one or two lattice spacings and attractive at a separation of square root of 2 with energies comparable to adsorbates at the solid-vacuum interface. The S(ad) diffusion barriers are significantly reduced in the vicinity of a neighboring adsorbate.
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Affiliation(s)
- A Taranovskyy
- Institut für Experimentelle und Angewandte Physik, Universität Kiel, Olshausenstr. 40, 24098 Kiel, Germany
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Lu ZH, Jiang L, Xu Q. A Combined Experimental and Theoretical Study of Iron Dinitrogen Complexes: Fe(N2), Fe(NN)x (x = 1−5), and Fe(NN)3−. J Phys Chem A 2010; 114:2157-63. [DOI: 10.1021/jp9106298] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Zhang-Hui Lu
- National Institute of Advanced Industrial Science and Technology (AIST), Ikeda, Osaka 563-8577, Japan, and Graduate School of Engineering, Kobe University, Nada Ku, Kobe, Hyogo 657-8501, Japan
| | - Ling Jiang
- National Institute of Advanced Industrial Science and Technology (AIST), Ikeda, Osaka 563-8577, Japan, and Graduate School of Engineering, Kobe University, Nada Ku, Kobe, Hyogo 657-8501, Japan
| | - Qiang Xu
- National Institute of Advanced Industrial Science and Technology (AIST), Ikeda, Osaka 563-8577, Japan, and Graduate School of Engineering, Kobe University, Nada Ku, Kobe, Hyogo 657-8501, Japan
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Tan L, Liu F, Armentrout PB. Thermochemistry of the activation of N2 on iron cluster cations: Guided ion beam studies of the reactions of Fen+ (n=1–19) with N2. J Chem Phys 2006; 124:084302. [PMID: 16512711 DOI: 10.1063/1.2172240] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The kinetic energy dependences of the reactions of Fe(n)+ (n = 1-19) with N2 are studied in a guided ion beam tandem mass spectrometer over the energy range of 0-15 eV. In addition to collision-induced dissociation forming Fe(m)+ ions, which dominate the product spectra, a variety of Fe(m)N2+ and Fe(m)N+ product ions, where m < or = n, is observed. All processes are observed to exhibit thresholds. Fe(m)+ - N and Fe(m)+ - 2N bond energies as a function of cluster size are derived from the threshold analysis of the kinetic energy dependences of the endothermic reactions. The trends in this thermochemistry are compared to the isoelectronic D0(Fe(n)+ - CH), and to bulk phase values. A fairly uniform barrier of 0.48+/-0.03 eV at 0 K is observed for formation of the Fe(n)N2+ product ions (n = 12, 15-19) and can be related to the rate-limiting step in the Haber process for catalytic ammonia production.
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Affiliation(s)
- Lin Tan
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, USA
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9
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Tansel T, Magnussen OM. Video STM studies of adsorbate diffusion at electrochemical interfaces. PHYSICAL REVIEW LETTERS 2006; 96:026101. [PMID: 16486600 DOI: 10.1103/physrevlett.96.026101] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2005] [Indexed: 05/06/2023]
Abstract
Direct in situ studies of the surface diffusion of isolated adsorbates at an electrochemical interface by high-speed scanning tunneling microscopy (video STM) are presented for sulfide adsorbates on Cu(100) in HCl solution. As revealed by a quantitative statistical analysis, the adsorbate motion can be described by thermally activated hopping between neighboring adsorption sites with an activation energy that increases linearly with electrode potential by 0.50 eV per V. This can be explained by changes in the adsorbate dipole moment during the hopping process and contributions from coadsorbates.
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Affiliation(s)
- T Tansel
- Institut für Experimentelle und Angewandte Physik, Universität Kiel, Olshausenstrasse 40, 24098 Kiel, Germany
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10
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Lauritsen J, Besenbacher F. Model Catalyst Surfaces Investigated by Scanning Tunneling Microscopy. ADVANCES IN CATALYSIS 2006. [DOI: 10.1016/s0360-0564(06)50003-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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11
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Mitsui T, Rose MK, Fomin E, Ogletree DF, Salmeron M. Diffusion and pair interactions of CO molecules on Pd(111). PHYSICAL REVIEW LETTERS 2005; 94:036101. [PMID: 15698284 DOI: 10.1103/physrevlett.94.036101] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2004] [Indexed: 05/24/2023]
Abstract
The diffusion and interactions of CO molecules on Pd(111) were studied by scanning tunneling microscopy. By following the random walk motion of individual molecules as a function of temperature, an activation energy barrier for diffusion of 118 +/- 5 meV was determined. The interaction between CO molecules was found to be repulsive for pairs separated by one or two Pd(111) lattice distances, and weakly attractive at a separation of sqrt[3].
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Affiliation(s)
- T Mitsui
- Materials Sciences Division, Ernest Orlando Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
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12
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Guo Q, Yin J, Palmer R, Bampos N, Sanders J. Giant contrast reversal in scanning tunnelling microscopy of zincporphyrin monolayers on graphite. Chem Phys Lett 2005. [DOI: 10.1016/j.cplett.2004.12.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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13
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Moix JM, Shepherd TD, Hernandez R. A Phenomenological Model for Surface Diffusion: Diffusive Dynamics across Incoherent Stochastic Aperiodic Potentials. J Phys Chem B 2004. [DOI: 10.1021/jp046629w] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jeremy M. Moix
- Center for Computational Molecular Science and Technology, School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332-0400
| | - Tricia D. Shepherd
- Center for Computational Molecular Science and Technology, School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332-0400
| | - Rigoberto Hernandez
- Center for Computational Molecular Science and Technology, School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332-0400
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15
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Elementary Processes at Surfaces II. Surface Diffusion. ACTA ACUST UNITED AC 2003. [DOI: 10.1007/978-3-662-05179-5_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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16
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Shepherd TD, Hernandez R. Activated Dynamics Across Aperiodic Stochastic Potentials†. J Phys Chem B 2002. [DOI: 10.1021/jp020620h] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Tricia D. Shepherd
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332-0400
| | - Rigoberto Hernandez
- School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, Georgia 30332-0400
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Promotion of Binary Nitride Catalysts: Isothermal N2 Adsorption, Microkinetic Model, and Catalytic Ammonia Synthesis Activity. J Catal 2002. [DOI: 10.1006/jcat.2002.3571] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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18
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Schunack M, Linderoth TR, Rosei F, Laegsgaard E, Stensgaard I, Besenbacher F. Long jumps in the surface diffusion of large molecules. PHYSICAL REVIEW LETTERS 2002; 88:156102. [PMID: 11955208 DOI: 10.1103/physrevlett.88.156102] [Citation(s) in RCA: 98] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2001] [Indexed: 05/23/2023]
Abstract
We have studied the diffusion of the two organic molecules DC and HtBDC on the Cu(110) surface by scanning tunneling microscopy. Surprisingly, we find that long jumps, spanning multiple lattice spacings, play a dominating role in the diffusion of these molecules--the root-mean-square jump lengths are as large as 3.9 and 6.8 lattice spacings, respectively. The presence of long jumps is revealed by a new and simple method of analysis, which is tested by kinetic Monte Carlo simulations.
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Affiliation(s)
- M Schunack
- CAMP and Institute of Physics and Astronomy, University of Aarhus, DK-8000 Aarhus C, Denmark
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Dahl S, Törnqvist E, Jacobsen CJ. Dissociative Adsorption of Dinitrogen on a Multipromoted Iron-Based Ammonia Synthesis Catalyst: Linking Properties of Catalysts and Single-Crystal Surfaces. J Catal 2001. [DOI: 10.1006/jcat.2000.3114] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Vattulainen I, Hjelt T, Ala-Nissila T, Ying SC. Nonexponential decay of velocity correlations in surface diffusion: The role of interactions and ordering. J Chem Phys 2000. [DOI: 10.1063/1.1322654] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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