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Kong Q, Shibuta Y. Predicting materials properties with generative models: applying generative adversarial networks for heat flux generation. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2024; 36:195901. [PMID: 38306716 DOI: 10.1088/1361-648x/ad258b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 02/01/2024] [Indexed: 02/04/2024]
Abstract
In the realm of materials science, the integration of machine learning techniques has ushered in a transformative era. This study delves into the innovative application of generative adversarial networks (GANs) for generating heat flux data, a pivotal step in predicting lattice thermal conductivity within metallic materials. Leveraging GANs, this research explores the generation of meaningful heat flux data, which has a high degree of similarity with that calculated by molecular dynamics simulations. This study demonstrates the potential of artificial intelligence (AI) in understanding the complex physical meaning of data in materials science. By harnessing the power of such AI to generate data that is previously attainable only through experiments or simulations, new opportunities arise for exploring and predicting properties of materials.
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Affiliation(s)
- Qi Kong
- Department of Materials Engineering, The University of Tokyo, Tokyo, Japan
| | - Yasushi Shibuta
- Department of Materials Engineering, The University of Tokyo, Tokyo, Japan
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2
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de With G. Melting Is Well-Known, but Is It Also Well-Understood? Chem Rev 2023; 123:13713-13795. [PMID: 37963286 PMCID: PMC10722469 DOI: 10.1021/acs.chemrev.3c00489] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 10/11/2023] [Accepted: 10/12/2023] [Indexed: 11/16/2023]
Abstract
Contrary to continuous phase transitions, where renormalization group theory provides a general framework, for discontinuous phase transitions such a framework seems to be absent. Although the thermodynamics of the latter type of transitions is well-known and requires input from two phases, for melting a variety of one-phase theories and models based on solids has been proposed, as a generally accepted theory for liquids is (yet) missing. Each theory or model deals with a specific mechanism using typically one of the various defects (vacancies, interstitials, dislocations, interstitialcies) present in solids. Furthermore, recognizing that surfaces are often present, one distinguishes between mechanical or bulk melting and thermodynamic or surface-mediated melting. After providing the necessary preliminaries, we discuss both types of melting in relation to the various defects. Thereafter we deal with the effect of pressure on the melting process, followed by a discussion along the line of type of materials. Subsequently, some other aspects and approaches are dealt with. An attempt to put melting in perspective concludes this review.
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Affiliation(s)
- Gijsbertus de With
- Laboratory of Physical Chemistry, Eindhoven University of Technology, Het Kranenveld 14, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
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Zhan L, Li N, Qin X. Molecular dynamics simulation of solidification epitaxial growth in a nanoscale molten pool. NANOSCALE ADVANCES 2023; 5:943-954. [PMID: 36756520 PMCID: PMC9890664 DOI: 10.1039/d2na00419d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 01/04/2023] [Indexed: 06/18/2023]
Abstract
In the hot working process, the liquid metal part formed by the heat source on the workpiece is known as molten pool. Since the solidification process of the molten pool determines the mechanical properties of the structure after hot working, the molten pool solidification under the condition of rapid solidification has attracted the attention of researchers. In thisstudy, to understand the influence of the microstructure and morphology of the base metal on the solidification of the molten pool, a simulation system of epitaxial growth during the solidification of the molten pool is established based on molecular dynamics (MD), and the details of the epitaxial growth of the molten pool solidification are dynamically monitored. The results show that the nano molten pool produces two atomic layers of pre-melting on the base metal before solidification, and then, the molten pool continues to grow with the exposed and ordered atoms of the base metal as the nuclei. The transformation process of the final obtained solidification morphology is consistent with the results observed by in situ TEM experiments. These phenomena reveal the mutual guidance between the molten pool and the base metal during the solidification of the molten pool as well as the genetic effect of the parent metal on the crystallization of the molten pool. In addition, the crystal growth of molten pool solidification follows the growth pattern of directional solidification, from equiaxed to columnar, but the average grain size of each zone is smaller than that of directional solidification. Even the nucleation rate and dislocation density are an order of magnitude higher than in directional solidification. Therefore, the simulation results lay a foundation for the in-depth study of the molten pool solidification process at the atomic scale.
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Affiliation(s)
- Lan Zhan
- School of Materials Science and Engineering, Jiamusi University 258th Xuefu Street, Xiangyang District HeiLongJiang 154007 PR China
| | - Ninghui Li
- SChool of Life Sciences, Iamusi University 258th Xuefu Street, Xiangyang District HeiLongJiang 154007 PR China
| | - Xiangge Qin
- School of Materials Science and Engineering, Jiamusi University 258th Xuefu Street, Xiangyang District HeiLongJiang 154007 PR China
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Bayazitov AM, Bachurin DV, Bebikhov YV, Korznikova EA, Dmitriev SV. Supersonic Motion of Atoms in an Octahedral Channel of fcc Copper. MATERIALS (BASEL, SWITZERLAND) 2022; 15:7260. [PMID: 36295327 PMCID: PMC9610227 DOI: 10.3390/ma15207260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 10/09/2022] [Accepted: 10/12/2022] [Indexed: 06/16/2023]
Abstract
In this work, the mass transfer along an octahedral channel in an fcc copper single crystal is studied for the first time using the method of molecular dynamics. It is found that the initial position of the bombarding atom, outside or inside the crystal, does not noticeably affect the dynamics of its motion. The higher the initial velocity of the bombarding atom, the deeper its penetration into the material. It is found out how the place of entry of the bombarding atom into the channel affects its further dynamics. The greatest penetration depth and the smallest dissipation of kinetic energy occurs when the atom moves exactly in the center of the octahedral channel. The deviation of the bombarding atom from the center of the channel leads to the appearance of other velocity components perpendicular to the initial velocity vector and to an increase in its energy dissipation. Nevertheless, the motion of an atom along the channel is observed even when the entry point deviates from the center of the channel by up to 0.5 Å. The dissipated kinetic energy spent on the excitation of the atoms forming the octahedral channel is nearly proportional to the deviation from the center of the channel. At sufficiently high initial velocities of the bombarding atom, supersonic crowdions are formed, moving along the close-packed direction ⟨1¯10⟩, which is perpendicular to the direction of the channel. The results obtained are useful for understanding the mechanism of mass transfer during ion implantation and similar experimental techniques.
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Affiliation(s)
- Ayrat M. Bayazitov
- Institute of Molecule and Crystal Physics, Ufa Federal Research Center, Russian Academy of Sciences, 450075 Ufa, Russia
| | - Dmitry V. Bachurin
- Research Laboratory for Metals and Alloys under Extreme Impacts, Ufa State Aviation Technical University, 450008 Ufa, Russia
| | - Yuri V. Bebikhov
- Polytechnic Institute (Branch) in Mirny, North-Eastern Federal University, 678170 Mirny, Russia
| | - Elena A. Korznikova
- Institute of Molecule and Crystal Physics, Ufa Federal Research Center, Russian Academy of Sciences, 450075 Ufa, Russia
- Research Laboratory for Metals and Alloys under Extreme Impacts, Ufa State Aviation Technical University, 450008 Ufa, Russia
| | - Sergey V. Dmitriev
- Institute of Molecule and Crystal Physics, Ufa Federal Research Center, Russian Academy of Sciences, 450075 Ufa, Russia
- Center for Design of Functional Materials, Bashkir State University, 450076 Ufa, Russia
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Wang X, Cheng G, Zhang Y, Wang Y, Liao W, Venkatesh TA. On the Evolution of Nano-Structures at the Al-Cu Interface and the Influence of Annealing Temperature on the Interfacial Strength. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 12:3658. [PMID: 36296850 PMCID: PMC9610056 DOI: 10.3390/nano12203658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Revised: 10/10/2022] [Accepted: 10/13/2022] [Indexed: 06/16/2023]
Abstract
Molecular dynamics (MD) simulations are invoked to simulate the diffusion process and microstructural evolution at the solid-liquid, cast-rolled Al-Cu interfaces. K-Means clustering algorithm is used to identify the formation and composition of two types of nanostructural features in the Al-rich and Cu-rich regions of the interface (i.e., the intermetallic Al2Cu near the Al-rich interface and the intermetallic Al4Cu9 near the Cu-rich interface). MD simulations are also used to assess the effects of annealing temperature on the evolution of the compositionally graded microstructural features at the Al-Cu interfaces and to characterize the mechanical strength of the Al-Cu interfaces. It is found that the failure of the Al-Cu interface takes place at the Al-rich side of the interface (Al2Cu-Al) which is mechanically weaker than the Cu-rich side of the interface (Cu-Al4Cu9), which is also verified by the nanoindentation studies of the interfaces. Centrosymmetry parameter analyses and dislocation analyses are used to understand the microstructural features that influence deformation behavior leading to the failure of the Al-Cu interfaces. Increasing the annealing temperature reduces the stacking fault density at the Al-Cu interface, suppresses the generation of nanovoids which are precursors for the initiation of fracture at the Al-rich interface, and increases the strength of the interface.
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Affiliation(s)
- Xiaoli Wang
- College of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Guang Cheng
- College of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Yang Zhang
- College of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing 100029, China
| | - Yuxin Wang
- School of Materials Science and Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China
| | - Wenjun Liao
- Central Research Academy, Shanghai Electric Group Co., Ltd., Shanghai 200070, China
| | - T. A. Venkatesh
- Department of Materials Science and Chemical Engineering, Stony Brook University, Stony Brook, NY 11794, USA
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Kashyrina YO, Muratov AS, Kazimirov VP, Roik OS. X-ray diffraction study and molecular dynamic simulation of liquid Al-Cu alloys: a new data and interatomic potentials comparison. J Mol Model 2022; 28:203. [PMID: 35752709 DOI: 10.1007/s00894-022-05181-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 05/30/2022] [Indexed: 11/28/2022]
Abstract
The experimental X-ray diffraction study of the Al[Formula: see text]Cu[Formula: see text] (at 1010 and 1310 [Formula: see text]C) and Al[Formula: see text]Cu[Formula: see text] (at 1100 and 1400 [Formula: see text]C) melts was performed. MD simulation of the Al[Formula: see text]Cu[Formula: see text], Al[Formula: see text]Cu[Formula: see text], Al[Formula: see text]Cu[Formula: see text], Al[Formula: see text]Cu[Formula: see text], Al[Formula: see text]Cu[Formula: see text], and Al[Formula: see text]Cu[Formula: see text] melts was carried out using several interatomic interaction potentials. It was found that the best agreement with experimental structural and transport data was achieved using the bond-order potential for the Al-Cu melts with predominant content of aluminum and embedded atom method potential for the Cu-based binary melts. The detailed analyses of short-range order in the Al-Cu melts were performed using partial structure factor and pair correlation function calculated from MD models. The formation of the chemical short-range order and medium-range order in the investigated melts was discussed.
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Affiliation(s)
- Yaroslavna O Kashyrina
- Faculty of Chemistry, Taras Shevchenko National University of Kyiv, 12, Lva Tolstoho str., Kiev, 01033, Ukraine
| | - Alexey S Muratov
- Faculty of Chemistry, Taras Shevchenko National University of Kyiv, 12, Lva Tolstoho str., Kiev, 01033, Ukraine.
| | - Volodymyr P Kazimirov
- Faculty of Chemistry, Taras Shevchenko National University of Kyiv, 12, Lva Tolstoho str., Kiev, 01033, Ukraine
| | - Olexandr S Roik
- Faculty of Chemistry, Taras Shevchenko National University of Kyiv, 12, Lva Tolstoho str., Kiev, 01033, Ukraine
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7
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Mechanical properties are affected by coalescence mechanisms during sintering of metal powders: Case study of Al-Cu nanoparticles by molecular dynamics simulation. POWDER TECHNOL 2022. [DOI: 10.1016/j.powtec.2022.117567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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8
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Growth and Deformation Simulation of Aluminum Bronze Grains Produced by Electron Beam Additive Manufacturing. METALS 2022. [DOI: 10.3390/met12010114] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
When working out 3D building-up modes, it is necessary to predict the material properties of the resulting products. For this purpose, the crystallography of aluminum bronze grains after electron beam melting has been studied by EBSD analysis methods. To estimate the possibility of sample form changes by pressure treatment, we simulated structural changes by the method of molecular dynamics during deformation by compression of individual grains of established growth orientations. The analysis was carried out for free lateral faces and grain deformation in confined conditions. Simulation and experiments on single crystals with free lateral faces revealed the occurrence of stepwise deformation in different parts of the crystal and its division into deformation domains. Each domain is characterized by a shear along a certain slip system with the maximum Schmidt factor. Blocking the shear towards the lateral faces leads to selectivity of the shear along the slip systems that provide the required shape change. Based on the simulation results, the relationship between stress–strain curves and structural characteristics is traced. A higher degree of strain hardening and a higher density of defects were found upon deformation in confined conditions. The deformation of the columnar grains of the built material occurs agreed with the systems with the maximum Schmidt factor.
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9
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Grain boundary heredity from Cu/Al solid–liquid interface via diffusion during the solidification processes. Chem Phys 2022. [DOI: 10.1016/j.chemphys.2021.111369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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10
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Effects of Re on Vacancy Mobility in a Ni-Re System: An Atomistic Study. J CHEM-NY 2021. [DOI: 10.1155/2021/4460258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The performance of modern Ni-based superalloys depends critically on the kinetic transport of point defects around solutes such as rhenium. Here, we use atomistic calculations to study the diffusion of vacancy in the low-concentration limit, using the crystalline fcc-framework nickel as a model. On-the-fly kinetic Monte Carlo is combined with an efficient energy-valley search to find energies of saddle points, based on energetics from the embedded atom method. With this technique, we compute the local energy barriers to vacancy hopping, tracer diffusivities, and migration energies of the low-concentration limit of Ni-Re alloys. It was estimated that the computed diffusion rates are comparable to the reported rates. The presence of Re atoms affects the difference between the energy of the saddle point and the initial energy of point defect hopping. In pure Ni, this difference is about 1 eV, while at 9.66 mol% Re, the value is raised to about 1.5 eV. The vacancy migration energy of vacancy in the 9.66 mol % Re sample is raised above that of pure Ni. Our findings demonstrate that even in the low-concentration limit, Re solute atoms continue to play a crucial role in the mobility of the vacancies.
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11
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Ghasemi H, Yazdani H, Fini EH, Mansourpanah Y. Interactions of SARS-CoV-2 with inanimate surfaces in built and transportation environments. SUSTAINABLE CITIES AND SOCIETY 2021; 72:103031. [PMID: 36570725 PMCID: PMC9761300 DOI: 10.1016/j.scs.2021.103031] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 05/13/2021] [Accepted: 05/16/2021] [Indexed: 05/11/2023]
Abstract
Understanding the interactions and transmission of pathogens with/via inanimate surfaces common in the built environment and public transport vehicles is critical to promoting sustainable and resilient urban development. Here, molecular dynamics (MD) simulations are used to study the adhesion of SARS-CoV-2 (the causative agent of COVID-19) to some of these surfaces at different temperatures (same for surfaces and ambiance) ranging from -23 to 60 °C. Surfaces simulated are aluminum, copper, copper oxide, polyethylene (PE), and silicon dioxide (SiO2). Steered MD (SMD) simulations are also used to investigate the transfer of the virus from PE and SiO2 when a contaminated surface is touched. The virus shows the lowest and highest adhesions to PE and SiO2, respectively (20 vs 534 eV). Influence of temperature is not found to be noticeable. Using simulated water molecules to represent moisture on the skin, SMD simulations show that water molecules can lift the virus from the PE surface but damage the virus when lifting it from the the SiO2 surface. The results suggest that the PE surface is a more favorable surface to transmit the virus than the other surfaces simulated in this study. The results are compared with those reported in a few experimental studies.
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Affiliation(s)
- Hamid Ghasemi
- Department of Civil and Environmental Engineering, Howard University, 2300 Sixth St NW #1026, Washington, DC 20059, USA
| | - Hessam Yazdani
- Department of Civil and Environmental Engineering, Howard University, 2300 Sixth St NW #1026, Washington, DC 20059, USA
| | - Elham H Fini
- School of Sustainable Engineering and the Built Environment, Arizona State University, 660 S. College Avenue, Tempe, AZ 85287, USA
| | - Yaghoub Mansourpanah
- Membrane Research Laboratory, Lorestan University, Khorramabad, 68137-17133, Iran
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12
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Zhan L, Wu M, Qin X. Research on homogeneous nucleation and microstructure evolution of aluminium alloy melt. ROYAL SOCIETY OPEN SCIENCE 2021; 8:210501. [PMID: 34457342 PMCID: PMC8371370 DOI: 10.1098/rsos.210501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 05/26/2021] [Indexed: 06/13/2023]
Abstract
In this paper, based on the embedded atom method (EAM) potential, molecular dynamics simulations of the solidification process of Al-4 at.%Cu alloy is carried out. The Al-Cu alloy melt is placed at different temperatures for isothermal solidification, and each stage of the entire solidification process is tracked, including homogeneous nucleation, nucleus growth, grain coarsening and microstructure evolution. In the nucleation stage, the transition from high temperature to low temperature manifests a change from spontaneous nucleation mode to divergent nucleation mode. The critical nucleation temperature of the Al-Cu alloy is determined to be about 0.42 T m (T m is the melting point of Al-4 at.%Cu) by calculating the nucleation rate and the crystal nucleus density. In the nucleus growth stage, two ways of growing up are observed, that is, a large crystal nucleus will absorb a smaller heterogeneous crystal nucleus, and two very close crystal nuclei will merge. In the microstructure evolution of the isothermally solidified Al-Cu alloy, it is emerged that the interior of all nanocrystalline grains are long-period stacking structure composed of face centred cubic (FCC) and hexagonal close-packed (HCP). These details provide important information for the production of Al-Cu binary alloy nano-polycrystalline products.
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Affiliation(s)
- Lan Zhan
- School of Materials Science and Engineering, Jiamusi University, 258th Xuefu Street, Xiangyang District, HeiLongJiang 154007, People's Republic of China
| | - Mingzhong Wu
- School of Materials Science and Engineering, Jiamusi University, 258th Xuefu Street, Xiangyang District, HeiLongJiang 154007, People's Republic of China
| | - Xiangge Qin
- School of Materials Science and Engineering, Jiamusi University, 258th Xuefu Street, Xiangyang District, HeiLongJiang 154007, People's Republic of China
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13
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Padilla Espinosa IM, Jacobs TDB, Martini A. Evaluation of Force Fields for Molecular Dynamics Simulations of Platinum in Bulk and Nanoparticle Forms. J Chem Theory Comput 2021; 17:4486-4498. [PMID: 34061519 DOI: 10.1021/acs.jctc.1c00434] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Understanding the size- and shape-dependent properties of platinum nanoparticles is critical for enabling the design of nanoparticle-based applications with optimal and potentially tunable functionality. Toward this goal, we evaluated nine different empirical potentials with the purpose of accurately modeling faceted platinum nanoparticles using molecular dynamics simulation. First, the potentials were evaluated by computing bulk and surface properties-surface energy, lattice constant, stiffness constants, and the equation of state-and comparing these to prior experimental measurements and quantum mechanics calculations. Then, the potentials were assessed in terms of the stability of cubic and icosahedral nanoparticles with faces in the {100} and {111} planes, respectively. Although none of the force fields predicts all the evaluated properties with perfect accuracy, one potential-the embedded atom method formalism with a specific parameter set-was identified as best able to model platinum in both bulk and nanoparticle forms.
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Affiliation(s)
- Ingrid M Padilla Espinosa
- Department of Mechanical Engineering, University of California, Merced, Merced, California 95340, United States
| | - Tevis D B Jacobs
- Department of Mechanical Engineering and Materials Science, University of Pittsburgh, Pittsburgh, Pennsylvania 15261, United States
| | - Ashlie Martini
- Department of Mechanical Engineering, University of California, Merced, Merced, California 95340, United States
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Numerical Study and Experimental Validation of Deformation of <111> FCC CuAl Single Crystal Obtained by Additive Manufacturing. METALS 2021. [DOI: 10.3390/met11040582] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The importance of taking into account directional solidification of grains formed during 3D printing is determined by a substantial influence of their crystallographic orientation on the mechanical properties of a loaded material. This issue is studied in the present study using molecular dynamics simulations. The compression of an FCC single crystal of aluminum bronze was performed along the <111> axis. A Ni single crystal, which is characterized by higher stacking fault energy (SFE) than aluminum bronze, was also considered. It was found that the first dislocations started to move earlier in the material with lower SFE, in which the slip of two Shockley partials was observed. In the case of the material with higher SFE, the slip of a full dislocation occurred via successive splitting of its segments into partial dislocations. Regardless of the SFE value, the deformation was primarily occurred by means of the formation of dislocation complexes involved stair-rod dislocations and partial dislocations on adjacent slip planes. Hardening and softening segments of the calculated stress–strain curve were shown to correspond to the periods of hindering of dislocations at dislocation pileups and dislocation movement between them. The simulation results well agree with the experimental findings.
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15
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Oyinbo ST, Jen TC. A Molecular Dynamics Investigation of the Temperature Effect on the Mechanical Properties of Selected Thin Films for Hydrogen Separation. MEMBRANES 2020; 10:membranes10090241. [PMID: 32961951 PMCID: PMC7558827 DOI: 10.3390/membranes10090241] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 09/05/2020] [Accepted: 09/12/2020] [Indexed: 11/16/2022]
Abstract
In this study, we performed nanoindentation test using the molecular dynamic (MD) approach on a selected thin film of palladium, vanadium, copper and niobium coated on the vanadium substrate at a loading rate of 0.5 Å/ps. The thermosetting control is applied with temperature variance from 300 to 700 K to study the mechanical characteristics of the selected thin films. The effects of temperature on the structure of the material, piling-up phenomena and sinking-in occurrence were considered. The simulation results of the analysis and the experimental results published in this literature were well correlated. The analysis of temperature demonstrated an understanding of the impact of the behaviour. As the temperature decreases, the indentation load increases for loading and unloading processes. Hence, this increases the strength of the material. In addition, the results demonstrate that the modulus of elasticity and thin-film hardness decreases in the order of niobium, vanadium, copper and palladium as the temperature increases.
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16
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Wei W, Chen L, Gong HR, Fan JL. Strain-stress relationship and dislocation evolution of W-Cu bilayers from a constructed n-body W-Cu potential. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2019; 31:305002. [PMID: 30995616 DOI: 10.1088/1361-648x/ab1a8a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
An n-body W-Cu potential is constructed under the framework of the embedded-atom method by means of a proposed function of the cross potential. This W-Cu potential is realistic to reproduce mechanical property and structural stability of WCu solid solutions within the entire composition range, and has better performances than the three W-Cu potentials already published in the literature. Based on this W-Cu potential, molecular dynamics simulation is conducted to reveal the mechanical property and dislocation evolution of the bilayer structure between pure W and W0.7Cu0.3 solid solution. It is found that the formation of the interface improves the strength of the W0.7Cu0.3 solid solutions along tensile loading perpendicular to the interface, as the interface impedes the evolution of the dislocation lines from the W0.7Cu0.3 solid solutions to the W part. Simulation also reveals that the interface has an important effect to significantly reduce the tensile strength and critical strain of W along the tensile loading parallel to the interface, which is intrinsically due to the slip of the edge or screw dislocations at low strains as a result of the lattice mismatch.
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Affiliation(s)
- W Wei
- State Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan 410083, People's Republic of China
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17
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Molecular Dynamics Simulations of Atomic Diffusion during the Al-Cu Ultrasonic Welding Process. MATERIALS 2019; 12:ma12142306. [PMID: 31330930 PMCID: PMC6678988 DOI: 10.3390/ma12142306] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 06/29/2019] [Accepted: 07/17/2019] [Indexed: 11/16/2022]
Abstract
Ultrasonic welding (UW) is an important joining technique in the electrical industry. Molecular dynamic simulation has been shown to possess several advantages for revealing the evolution of the atomic-scale structure and the interpretation of diffusion mechanisms at the microscopic level. However, voids associated with the understanding of microstructure evolution in the weld zone and dynamic processes that occur during ultrasonically welded materials still exist, and no UW studies at the atomic scale have so far been reported. In this study, molecular dynamic simulations of UW between Al and Cu were performed to investigate the diffusion behaviors of Al and Cu atoms. The results confirmed the occurrence of asymmetrical diffusion at the Al/Cu interface during UW. Meanwhile, recovery was noticed in the disordered Al blocks at low temperature. The thickness of the diffusion layer increased with the welding time. For relatively long welding times (1 ns), the concentrations of Al and Cu revealed the appearance of phase transitions. In addition, the diffusion during UW was identified as a dynamic and unsteady process. The diffusion coefficient was much larger than that underwent during the steady diffusion process despite the low interfacial temperature (below 375 K), which was mainly attributed to shear plastic deformation at the interface.
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18
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Yang J, Wang YJ, Ma E, Zaccone A, Dai LH, Jiang MQ. Structural Parameter of Orientational Order to Predict the Boson Vibrational Anomaly in Glasses. PHYSICAL REVIEW LETTERS 2019; 122:015501. [PMID: 31012708 DOI: 10.1103/physrevlett.122.015501] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Indexed: 06/09/2023]
Abstract
It has so far remained a major challenge to quantitatively predict the boson peak, a THz vibrational anomaly universal for glasses, from features in the amorphous structure. Using molecular dynamics simulations of a model Cu_{50}Zr_{50} glass, we decompose the boson peak to contributions from atoms residing in different types of Voronoi polyhedra. We then introduce a microscopic structural parameter to depict the "orientational order," using the vector pointing from the center atom to the farthest vertex of its Voronoi coordination polyhedron. This order parameter represents the most probable direction of transverse vibration at low frequencies. Its magnitude scales linearly with the boson peak intensity, and its spatial distribution accounts for the quasilocalized modes. This correlation is shown to be universal for different types of glasses.
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Affiliation(s)
- J Yang
- State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, People's Republic of China
- School of Engineering Science, University of Chinese Academy of Sciences, Beijing 101408, People's Republic of China
| | - Yun-Jiang Wang
- State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, People's Republic of China
- School of Engineering Science, University of Chinese Academy of Sciences, Beijing 101408, People's Republic of China
| | - E Ma
- Department of Materials Science and Engineering, John Hopkins University, Baltimore, Maryland 21218, USA
| | - A Zaccone
- Department of Chemical Engineering and Biotechnology, University of Cambridge, Cambridge CB2 3RA, United Kingdom
- Cavendish Laboratory, University of Cambridge, Cambridge CB3 9HE, United Kingdom
- Department of Physics, University of Milan, via Celoria 16, Milano 20133, Italy
| | - L H Dai
- State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, People's Republic of China
- School of Engineering Science, University of Chinese Academy of Sciences, Beijing 101408, People's Republic of China
| | - M Q Jiang
- State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, People's Republic of China
- School of Engineering Science, University of Chinese Academy of Sciences, Beijing 101408, People's Republic of China
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19
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Riffe DM, Christensen JD, Wilson RB. Vibrational dynamics within the embedded-atom-method formalism and the relationship to Born-von-Kármán force constants. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2018; 30:455702. [PMID: 30207297 DOI: 10.1088/1361-648x/aae09f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
We derive expressions for the dynamical matrix of a crystalline solid with total potential energy described by an embedded-atom-method (EAM) potential. We make no assumptions regarding the number of atoms per unit cell. These equations can be used for calculating both bulk phonon modes as well the modes of a slab of material, which is useful for the study of surface phonons. We further discuss simplifications that occur in cubic lattices with one atom per unit cell. The relationship of Born-von-Kármán (BvK) force constants-which are readily extracted from experimental vibrational dispersion curves-to the EAM potential energy is discussed. In particular, we derive equations for BvK force constants for bcc and fcc lattices in terms of the functions that define an EAM model. The EAM-BvK relationship is useful for assessing the suitability of a particular EAM potential for describing vibrational spectra, which we illustrate using vibrational data from the bcc metals K and Fe and the fcc metal Au.
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Affiliation(s)
- D M Riffe
- Physics Department, Utah State University, Logan, UT 84322-4415, United States of America
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Kim I, Seo MG, Choi C, Kim JS, Jung E, Han GH, Lee JC, Han SS, Ahn JP, Jung Y, Lee KY, Yu T. Studies on Catalytic Activity of Hydrogen Peroxide Generation according to Au Shell Thickness of Pd/Au Nanocubes. ACS APPLIED MATERIALS & INTERFACES 2018; 10:38109-38116. [PMID: 30335362 DOI: 10.1021/acsami.8b14166] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
The catalytic properties of materials are determined by their electronic structures, which are based on the arrangement of atoms. Using precise calculations, synthesis, analysis, and catalytic activity studies, we demonstrate that changing the lattice constant of a material can modify its electronic structure and therefore its catalytic activity. Pd/Au core/shell nanocubes with a thin Au shell thickness of 1 nm exhibit high H2O2 production rates due to their improved oxygen binding energy (Δ EO) and hydrogen binding energy (Δ EH), as well as their reduced activation barriers for key reactions.
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Affiliation(s)
- Inho Kim
- Department of Chemical Engineering, College of Engineering , Kyung Hee University , Yongin 17140 , Korea
| | | | - Changhyeok Choi
- Graduate School of EEWS , Korea Advanced Institute of Science and Technology (KAIST) , Daejeon 34141 , Korea
| | | | - Euiyoung Jung
- Department of Chemical Engineering, College of Engineering , Kyung Hee University , Yongin 17140 , Korea
| | | | | | | | | | - Yousung Jung
- Graduate School of EEWS , Korea Advanced Institute of Science and Technology (KAIST) , Daejeon 34141 , Korea
| | | | - Taekyung Yu
- Department of Chemical Engineering, College of Engineering , Kyung Hee University , Yongin 17140 , Korea
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21
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Rassoulinejad-Mousavi SM, Zhang Y. Interatomic Potentials Transferability for Molecular Simulations: A Comparative Study for Platinum, Gold and Silver. Sci Rep 2018; 8:2424. [PMID: 29402962 PMCID: PMC5799210 DOI: 10.1038/s41598-018-20375-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2017] [Accepted: 01/17/2018] [Indexed: 11/09/2022] Open
Abstract
A perfectly transferable interatomic potential that works for different materials and systems of interest is lacking. This work considers the transferability of several existing interatomic potentials by evaluating their capability at various temperatures, to determine the range of accuracy of these potentials in atomistic simulations. A series of embedded-atom-method (EAM) based interatomic potentials has been examined for three precious and popular transition metals in nanoscale studies: platinum, gold and silver. The potentials have been obtained from various credible and trusted repositories and were evaluated in a wide temperature range to tackle the lack of a transferability comparison between multiple available force fields. The interatomic potentials designed for the single elements, binary, trinary and higher order compounds were tested for each species using molecular dynamics simulation. Validity of results arising from each potential was investigated against experimental values at different temperatures from 100 to 1000 K. The data covers accuracy of all studied potentials for prediction of the single crystals’ elastic stiffness constants as well as the bulk, shear and Young’s modulus of the polycrystalline specimens. Results of this paper increase users’ assurance and lead them to the right model by a way to easily look up data.
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Affiliation(s)
| | - Yuwen Zhang
- Department of Mechanical and Aerospace Engineering, University of Missouri, Columbia, Missouri, 65211, USA.
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Abstract
The new potential enables simulations of H2 interactions with Al alloy surfaces.
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Affiliation(s)
- X. W. Zhou
- Mechanics of Materials Department
- Sandia National Laboratories
- Livermore
- USA
| | - D. K. Ward
- Radiation and Nuclear Detection Materials and Analysis Department
- Sandia National Laboratories
- Livermore
- USA
| | - M. E. Foster
- Materials Physics Department
- Sandia National Laboratories
- Livermore
- USA
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Yang Y, Sekimura N, Abe H. MD Simulation of the Behavior of Small Dislocation Loops in Irradiated Metal During Deformation. FUSION SCIENCE AND TECHNOLOGY 2017. [DOI: 10.13182/fst03-a378] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Yunmin Yang
- Department of Quantum Engineering and Systems Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Naoto Sekimura
- Department of Quantum Engineering and Systems Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Hiroaki Abe
- Department of Quantum Engineering and Systems Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
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Jiang Y, Wen D, Peng P. A DFT study on the competition and evolution characteristics between icosahedra and FCC clusters in rapid solidification of liquid Ag. J Mol Liq 2017. [DOI: 10.1016/j.molliq.2017.01.032] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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25
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Ho DT, Kwon SY, Kim SY. Metal [100] Nanowires with Negative Poisson's Ratio. Sci Rep 2016; 6:27560. [PMID: 27282358 PMCID: PMC4901344 DOI: 10.1038/srep27560] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Accepted: 05/20/2016] [Indexed: 11/25/2022] Open
Abstract
When materials are under stretching, occurrence of lateral contraction of materials is commonly observed. This is because Poisson's ratio, the quantity describes the relationship between a lateral strain and applied strain, is positive for nearly all materials. There are some reported structures and materials having negative Poisson's ratio. However, most of them are at macroscale, and reentrant structures and rigid rotating units are the main mechanisms for their negative Poisson's ratio behavior. Here, with numerical and theoretical evidence, we show that metal [100] nanowires with asymmetric cross-sections such as rectangle or ellipse can exhibit negative Poisson's ratio behavior. Furthermore, the negative Poisson's ratio behavior can be further improved by introducing a hole inside the asymmetric nanowires. We show that the surface effect inducing the asymmetric stresses inside the nanowires is a main origin of the superior property.
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Affiliation(s)
- Duc Tam Ho
- Department of Mechanical Engineering, Ulsan National Institute
of Science and Technology, Ulsan
44919, South Korea
| | - Soon-Yong Kwon
- School of Materials Science and Engineering, Ulsan National
Institute of Science and Technology, Ulsan
44919, South Korea
| | - Sung Youb Kim
- Department of Mechanical Engineering, Ulsan National Institute
of Science and Technology, Ulsan
44919, South Korea
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27
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Ho DT, Im Y, Kwon SY, Earmme YY, Kim SY. Mechanical Failure Mode of Metal Nanowires: Global Deformation versus Local Deformation. Sci Rep 2015; 5:11050. [PMID: 26087445 PMCID: PMC4471887 DOI: 10.1038/srep11050] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2015] [Accepted: 05/13/2015] [Indexed: 11/09/2022] Open
Abstract
It is believed that the failure mode of metal nanowires under tensile loading is the result of the nucleation and propagation of dislocations. Such failure modes can be slip, partial slip or twinning and therefore they are regarded as local deformation. Here we provide numerical and theoretical evidences to show that global deformation is another predominant failure mode of nanowires under tensile loading. At the global deformation mode, nanowires fail with a large contraction along a lateral direction and a large expansion along the other lateral direction. In addition, there is a competition between global and local deformations. Nanowires loaded at low temperature exhibit global failure mode first and then local deformation follows later. We show that the global deformation originates from the intrinsic instability of the nanowires and that temperature is a main parameter that decides the global or local deformation as the failure mode of nanowires.
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Affiliation(s)
- Duc Tam Ho
- 1] Department of Mechanical Engineering, Ulsan National Institute of Science and Technology, Ulsan 689-798, South Korea [2] Multiscale and Multiphysics Simulation Group and Low-Dimensional Carbon Material Center, Ulsan National Institute of Science and Technology, Ulsan 689-798, South Korea
| | - Youngtae Im
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon 305-701, South Korea
| | - Soon-Yong Kwon
- 1] School of Materials Science and Engineering, Ulsan National Institute of Science and Technology, Ulsan 689-798, South Korea [2] Multiscale and Multiphysics Simulation Group and Low-Dimensional Carbon Material Center, Ulsan National Institute of Science and Technology, Ulsan 689-798, South Korea
| | - Youn Young Earmme
- Department of Mechanical Engineering, Korea Advanced Institute of Science and Technology, Daejeon 305-701, South Korea
| | - Sung Youb Kim
- 1] Department of Mechanical Engineering, Ulsan National Institute of Science and Technology, Ulsan 689-798, South Korea [2] Multiscale and Multiphysics Simulation Group and Low-Dimensional Carbon Material Center, Ulsan National Institute of Science and Technology, Ulsan 689-798, South Korea
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28
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Karanjit S, Jinasan A, Samsook E, Dhital RN, Motomiya K, Sato Y, Tohji K, Sakurai H. Significant stabilization of palladium by gold in the bimetallic nanocatalyst leading to an enhanced activity in the hydrodechlorination of aryl chlorides. Chem Commun (Camb) 2015; 51:12724-7. [DOI: 10.1039/c5cc04432d] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The stabilization of Pd by Au in Au/Pd bimetallic nanoclusters enhanced the reactivity of Pd and changed the reaction mechanism.
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Affiliation(s)
- Sangita Karanjit
- Department of Applied Chemistry
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
| | - Atchaleeya Jinasan
- NANOCAST Laboratory
- Center for Catalysis Department of Chemistry and Center for Innovation in Chemistry
- Faculty of Science
- Mahidol University
- Ratchathewi
| | - Ekasith Samsook
- NANOCAST Laboratory
- Center for Catalysis Department of Chemistry and Center for Innovation in Chemistry
- Faculty of Science
- Mahidol University
- Ratchathewi
| | - Raghu N. Dhital
- Department of Applied Chemistry
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
| | - Kenichi Motomiya
- Graduate School of Environmental Studies
- Tohoku University
- Aoba-ku
- Japan
| | - Yoshinori Sato
- Graduate School of Environmental Studies
- Tohoku University
- Aoba-ku
- Japan
- Institute for Biomedical Sciences
| | - Kazuyuki Tohji
- Graduate School of Environmental Studies
- Tohoku University
- Aoba-ku
- Japan
| | - Hidehiro Sakurai
- Department of Applied Chemistry
- Graduate School of Engineering
- Osaka University
- Suita
- Japan
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29
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Ho DT, Park SD, Kwon SY, Park K, Kim SY. Negative Poisson’s ratios in metal nanoplates. Nat Commun 2014; 5:3255. [DOI: 10.1038/ncomms4255] [Citation(s) in RCA: 90] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2013] [Accepted: 01/15/2014] [Indexed: 11/09/2022] Open
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30
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Deng L, Deng H, Xiao S, Tang J, Hu W. Morphology, dimension, and composition dependence of thermodynamically preferred atomic arrangements in Ag-Pt nanoalloys. Faraday Discuss 2013; 162:293-306. [PMID: 24015590 DOI: 10.1039/c3fd20138d] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The present article is on Metropolis Monte Carlo simulations coupled with semiempirical potentials to obtain the thermodynamically preferred configurations of Ag-Pt nanoalloys. The effects of particle size, morphology or alloy composition on the surface segregation and the chemical ordering patterns were investigated. Surface segregation of Ag is observed in all Ag-Pt nanoalloys. Such segregation develops quickly as the increase of particle sizes or global Ag composition. Generally, Ag surface enrichment is more apparent for more open particles except for large sized icosahedron (ICO) nanoalloys. The most energetically favorable chemical ordering patterns gradually evolve from Pt-core/Ag-shell to onion-like structures when the global Ag composition increases. Due to the site preference of Ag segregation, the presence of partly alloyed facets and Ag blocked vertices or edges at low global Ag compositions can modify the electronic and geometric structures on the nanoalloys' surface. The coupling between Pt and Ag sites is a topic of particular interest for catalysis. The detailed atomistic understanding of atomic arrangements in Ag-Pt nanoalloys is essential to intelligently design robust and active nanocatalysts with a low cost.
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Affiliation(s)
- Lei Deng
- Department of Applied Physics, Hunan Agricultural University, Changsha 410128, China
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31
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Rusina GG, Chulkov EV. Phonons on the clean metal surfaces and in adsorption structures. RUSSIAN CHEMICAL REVIEWS 2013. [DOI: 10.1070/rc2013v082n06abeh004351] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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32
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Zhang J, Cao Y, Gao Q, Wu C, Yu F, Liang Y. Template-assisted nanostructure fabrication by glancing angle deposition: a molecular dynamics study. NANOSCALE RESEARCH LETTERS 2013; 8:312. [PMID: 23826893 PMCID: PMC3733689 DOI: 10.1186/1556-276x-8-312] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Accepted: 06/28/2013] [Indexed: 06/02/2023]
Abstract
In the present work, we investigate the pre-existing template-assisted glancing angle deposition of Al columnar structures on Cu substrate by means of molecular dynamics simulations, with a focus on examining the effect of deposition-induced template deformation on the morphologies of the fabricated structures. Our simulations demonstrate that the pre-existing templates significantly intensify the shadowing effect, which thus facilitates the formation of columnar structures under small deposition flux. The underlying deformation modes of the templates under different deposition configurations are analyzed and are correlated to the geometrical characteristics of the columnar structures. It is found that the template height-dependent deformation behavior of the templates strongly influences the morphologies of the fabricated columnar structures. Our findings provide design and fabrication guidelines for the fabrication of one-dimensional nanostructures by the template-assisted deposition technique.
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Affiliation(s)
- Junjie Zhang
- Center for Precision Engineering, Harbin Institute of Technology, Harbin 150001, People's Republic of China.
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33
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Lin DY, Wang SS, Peng DL, Li M, Hui XD. An n-body potential for a Zr-Nb system based on the embedded-atom method. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2013; 25:105404. [PMID: 23396811 DOI: 10.1088/0953-8984/25/10/105404] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
A novel n-body potential for an Zr-Nb system was developed in the framework of the embedded-atom method. All the parameters of the constructed potential have been systematically evaluated by fitting to the ground state properties obtained from experimental measurements and first-principles calculations for pure elements and some alloys. It is shown that most of the static thermodynamics properties for Zr and Nb can be well reproduced by using the present potential. Some calculation results based on the present model are even closer to the experimental data than those based on previous potential models. The ground state properties of hypothetical Zr-Nb alloys were also calculated and found to be in agreement with first-principles calculations. Furthermore, the formation energies of random solid solutions of Zr-Nb with lattices of body centered cubic (bcc) and hexagonal close packed (hcp) type were calculated by fitting the energy-volume relations to Rose's equation of state. These values were compared with those obtained by first-principles calculations based on special quasirandom structure models and the Miedema-ZSL-07 model (the improved Miedema model proposed by Zhang, Sheng and Liu in 2007). It is indicated that our n-body constructed potential for a Zr-Nb alloy provides an effective description for the interaction between the dissimilar ion interactions for hcp-bcc systems.
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Affiliation(s)
- De-Ye Lin
- State Key Laboratory for Advanced Metals and Materials, University of Science and Technology Beijing, Beijing 100083, People's Republic of China
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34
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Suh D, Yasuoka K. Nanoparticle Growth Analysis by Molecular Dynamics: Cubic Seed. J Phys Chem B 2012; 116:14637-49. [DOI: 10.1021/jp3044658] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Donguk Suh
- Department of Mechanical Engineering, Keio University, 3-14-1 Hiyoshi, Kohokuku,
Yokohama 223-8522, Japan
| | - Kenji Yasuoka
- Department of Mechanical Engineering, Keio University, 3-14-1 Hiyoshi, Kohokuku,
Yokohama 223-8522, Japan
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35
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Han J, Fang L, Sun J, Han Y, Sun K. Length-dependent mechanical properties of gold nanowires. JOURNAL OF APPLIED PHYSICS 2012; 112:114314. [PMID: 23284186 PMCID: PMC3528680 DOI: 10.1063/1.4768284] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2012] [Accepted: 11/06/2012] [Indexed: 05/21/2023]
Abstract
The well-known "size effect" is not only related to the diameter but also to the length of the small volume materials. It is unfortunate that the length effect on the mechanical behavior of nanowires is rarely explored in contrast to the intensive studies of the diameter effect. The present paper pays attention to the length-dependent mechanical properties of 〈111〉-oriented single crystal gold nanowires employing the large-scale molecular dynamics simulation. It is discovered that the ultrashort Au nanowires exhibit a new deformation and failure regime-high elongation and high strength. The constrained dislocation nucleation and transient dislocation slipping are observed as the dominant mechanism for such unique combination of high strength and high elongation. A mechanical model based on image force theory is developed to provide an insight to dislocation nucleation and capture the yield strength and nucleation site of first partial dislocation indicated by simulation results. Increasing the length of the nanowires, the ductile-to-brittle transition is confirmed. And the new explanation is suggested in the predict model of this transition. Inspired by the superior properties, a new approach to strengthen and toughen nanowires-hard/soft/hard sandwich structured nanowires is suggested. A preliminary evidence from the molecular dynamics simulation corroborates the present opinion.
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36
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37
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Lü Y, Cheng H, Chen M. A molecular dynamics examination of the relationship between self-diffusion and viscosity in liquid metals. J Chem Phys 2012; 136:214505. [DOI: 10.1063/1.4723683] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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38
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Suh D, Yasuoka K. Nanoparticle Growth Analysis by Molecular Dynamics: Spherical Seed. J Phys Chem B 2011; 115:10631-45. [DOI: 10.1021/jp201964h] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Donguk Suh
- Department of Mechanical Engineering, Keio University, 3-14-1 Hiyoshi, Kohokuku, Yokohama 223-8522, Japan
| | - Kenji Yasuoka
- Department of Mechanical Engineering, Keio University, 3-14-1 Hiyoshi, Kohokuku, Yokohama 223-8522, Japan
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39
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Lv YJ, Chen M. Thermophysical properties of undercooled alloys: an overview of the molecular simulation approaches. Int J Mol Sci 2011; 12:278-316. [PMID: 21339987 PMCID: PMC3039953 DOI: 10.3390/ijms12010278] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2010] [Revised: 11/29/2010] [Accepted: 12/15/2010] [Indexed: 02/05/2023] Open
Abstract
We review the studies on the thermophysical properties of undercooled metals and alloys by molecular simulations in recent years. The simulation methods of melting temperature, enthalpy, specific heat, surface tension, diffusion coefficient and viscosity are introduced and the simulated results are summarized. By comparing the experimental results and various theoretical models, the temperature and the composition dependences of the thermophysical properties in undercooled regime are discussed.
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Affiliation(s)
- Yong J. Lv
- Key Laboratory of Cluster Science, Ministry of Education of China, Department of Physics, Beijing Institute of Technology, Beijing 100081, China; E-Mail:
| | - Min Chen
- Department of Engineering Mechanics, Tsinghua University, Beijing, 100084, China
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +86-10-6277-3776; Fax: +86-10-6279-5832
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40
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Lim M, Zhong Z. Atomic arrangement of copper atoms in a carbon nanotube channel under electromigration conditions. Chem Phys Lett 2010. [DOI: 10.1016/j.cplett.2010.09.044] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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41
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Shi YK, Li ZH, Fan KN. Validation of Density Functional Methods for the Calculation of Small Gold Clusters. J Phys Chem A 2010; 114:10297-308. [DOI: 10.1021/jp105428b] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Yuan-Kun Shi
- Department of Chemistry, Shanghai Key Laboratory of Molecular Catalysts and Innovative Materials, Fudan University, Shanghai 200433, People’s Republic of China
| | - Zhen Hua Li
- Department of Chemistry, Shanghai Key Laboratory of Molecular Catalysts and Innovative Materials, Fudan University, Shanghai 200433, People’s Republic of China
| | - Kang-Nian Fan
- Department of Chemistry, Shanghai Key Laboratory of Molecular Catalysts and Innovative Materials, Fudan University, Shanghai 200433, People’s Republic of China
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42
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Khusnutdinoff RM, Mokshin AV. Local structural order and single-particle dynamics in metallic glass. ACTA ACUST UNITED AC 2010. [DOI: 10.3103/s1062873810050163] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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43
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Kim SY, Park HS. On the utility of vacancies and tensile strain-induced quality factor enhancement for mass sensing using graphene monolayers. NANOTECHNOLOGY 2010; 21:105710. [PMID: 20160344 DOI: 10.1088/0957-4484/21/10/105710] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
We have utilized classical molecular dynamics to investigate the mass sensing potential of graphene monolayers, using gold as the model adsorbed atom. In doing so, we report two key findings. First, we find that while perfect graphene monolayers are effective mass sensors at very low (T < 10 K) temperatures, their mass sensing capability is lost at higher temperatures due to diffusion of the adsorbed atom at elevated temperatures. We demonstrate that even if the quality (Q) factors are significantly elevated through the application of tensile mechanical strain, the mass sensing resolution is still lost at elevated temperatures, which demonstrates that high Q-factors alone are insufficient to ensure the mass sensing capability of graphene. Second, we find that while the introduction of single vacancies into the graphene monolayer prevents the diffusion of the adsorbed atom, the mass sensing resolution is still lost at higher temperatures, again due to Q-factor degradation. We finally demonstrate that if the Q-factors of the graphene monolayers with single vacancies are kept acceptably high through the application of tensile strain, then the high Q-factors, in conjunction with the single atom vacancies to stop the diffusion of the adsorbed atom, enable graphene to maintain its mass sensing capability across a range of technologically relevant operating temperatures.
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Affiliation(s)
- Sung Youb Kim
- School of Mechanical Engineering, Ulsan National Institute of Science and Technology, Ulsan 689-798, Korea
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Yoo Y, Seo K, Han S, Varadwaj KSK, Kim HY, Ryu JH, Lee HM, Ahn JP, Ihee H, Kim B. Steering epitaxial alignment of Au, Pd, and AuPd nanowire arrays by atom flux change. NANO LETTERS 2010; 10:432-438. [PMID: 20050692 DOI: 10.1021/nl903002x] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
We have synthesized epitaxial Au, Pd, and AuPd nanowire arrays in vertical or horizontal alignment on a c-cut sapphire substrate. We show that the vertical and horizontal nanowire arrays grow from half-octahedral seeds by the correlations of the geometry and orientation of seed crystals with those of as-grown nanowires. The alignment of nanowires can be steered by changing the atom flux. At low atom deposition flux vertical nanowires grow, while at high atom flux horizontal nanowires grow. Similar vertical/horizontal epitaxial growth is also demonstrated on SrTiO(3) substrates. This orientation-steering mechanism is visualized by molecular dynamics simulations.
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Affiliation(s)
- Youngdong Yoo
- Department of Chemistry, KAIST, Daejeon 305-701, Korea
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Cheng H, Lü YJ, Chen M. Interdiffusion in liquid Al–Cu and Ni–Cu alloys. J Chem Phys 2009; 131:044502. [DOI: 10.1063/1.3184614] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Liu Y, Wang F, Zhao J, Jiang L, Kiguchi M, Murakoshi K. Theoretical investigation on the influence of temperature and crystallographic orientation on the breaking behavior of copper nanowire. Phys Chem Chem Phys 2009; 11:6514-9. [PMID: 19809684 DOI: 10.1039/b902795e] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
In this paper, molecular dynamics simulations have been conducted to study the mechanical stretching of copper nanowires which will finally lead to the formation of suspended liner atomic chains. A total of 2700 samples have been investigated to achieve a comprehensive understanding of the influence of temperature and orientation on the formation of linear atomic chains. Our results prove that linear atomic chains do exist for [100], [111] and [110] crystallographic directions. Stretching along the [111] direction exhibits a higher probability in forming the two-atom contact than that along the [110] and [100] directions. However, for longer linear atomic chains, there emerges a reversed trend. In addition, increasing temperature may decrease the formation probability for stretching along [111] and [110] directions, but this influence is less obvious for that along the [100] direction.
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Affiliation(s)
- Yunhong Liu
- Key Laboratory of Analytical Chemistry for Life Science (Ministry of Education), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, China 210008
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Dai Y, Li JH, Che XL, Liu BX. Proposed long-range empirical potential to study the metallic glasses in the Ni-Nb-Ta system. J Phys Chem B 2009; 113:7282-90. [PMID: 19438281 DOI: 10.1021/jp900907z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
An n-body potential is constructed for the Ni-Nb-Ta ternary metal system in the newly proposed form of long-range empirical potential. The constructed Ni-Nb-Ta potential can well reproduce the lattice constants, cohesive energies, and elastic modulus of the metals and some compounds as well as the equations of state of the system. Applying the constructed Ni-Nb-Ta potential, molecular dynamics simulations and Voronoi tessellations are carried out to study the issues related to the Ni-Nb-Ta metallic glasses. It is found that increasing the Ni content can obviously improve the glass-forming ability of the binary Nb-Ta system, which features a isomorphous phase diagram unfavoring for forming glass, indicating that the Ni solute plays a decisive role in forming the Nb-based or Ta-based Ni-Nb-Ta metallic glasses. Concerning the atomic structure, the Voronoi cell volume and coordination number (CN) of Ta are generally larger than those of Ni in the binary Ni-Ta metallic glasses. With increasing the Ni concentration, the fraction of icosidihedron (CN=13) increases, while the fractions of icosihexahedron (CN=15) and icosioctahedron (CN=16) decrease. Meanwhile, with increasing the Ni concentration, the dominating coordination numbers of Ta atoms increase. Interestingly, similar feature in the atomic structure with variation of Ni concentration is also observed in the Ni-Nb metallic glasses. For the ternary Ni-Nb-Ta alloys, it is observed from the CN distributions that the structure of the metallic glasses is mostly affected by the Ni concentration.
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Affiliation(s)
- Y Dai
- Advanced Materials Laboratory, Department of Materials Science and Engineering, Tsinghua University, Beijing 100084, China
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Kim SY, Park HS. Utilizing mechanical strain to mitigate the intrinsic loss mechanisms in oscillating metal nanowires. PHYSICAL REVIEW LETTERS 2008; 101:215502. [PMID: 19113423 DOI: 10.1103/physrevlett.101.215502] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2008] [Indexed: 05/27/2023]
Abstract
We utilize classical molecular dynamics to study energy dissipation (the Q factors) of doubly clamped copper nanowire nanoresonators undergoing flexural oscillations. We find that the application of tensile strain effectively mitigates both the intrinsic surface and thermal losses, with improvements in Q by a factor of 3-10 across a range of operating temperatures. We also find that the nanowire Q factors are not dependent on the surface area to volume ratio, but instead their aspect ratio, and that the Q factors exhibit a 1/T(0.70) dependence on the temperature T that is independent of strain.
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Affiliation(s)
- Sung Youb Kim
- Department of Mechanical Engineering, University of Colorado, Boulder, Colorado 80309, USA
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Abstract
On the basis of a series of molecular dynamics simulations of the compressive deformation of <111>-oriented gold nanopillars, we demonstrate that slip nucleates at surface features for which the amplitude of thermal vibrations is a maximum. This leads to a yield stress which can be either a linear or parabolic function of temperature, depending on the strength with which atoms are bound to the surface. Changing the surface structure by removing weakly bound atoms produces a striking rise in yield strength and a change in its temperature dependence.
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Affiliation(s)
- Eugen Rabkin
- Department of Materials Engineering, Technion-Israel Institute of Technology, 32000 Haifa, Israel.
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Liu HB, Pal U, Perez R, Ascencio JA. Structural Transformation of Au−Pd Bimetallic Nanoclusters on Thermal Heating and Cooling: A Dynamic Analysis. J Phys Chem B 2006; 110:5191-5. [PMID: 16539447 DOI: 10.1021/jp056060e] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Classical molecular dynamics simulation is used for structural thermodynamic and dynamic analysis of Au-Pd bimetallic clusters. It is observed that the Pd-core/Au-shell structure is the most stable, and can be formed through annealing of other structures such as Au-core/Pd-shell, eutecticlike, or solid solution. Depending on the starting temperature and initial composition, three-layer icosahedral nanorod, face-centered cubic (fcc) nanorod, and fcc cluster can be obtained on slow cooling. The three-layer icosahedral nanorod structure is not as stable as the Pd-core/Au-shell decahedron; however it is more stable than the solid-solution decahedron structure up to 400 K. Our findings provide valuable insight into catalysis using Au-Pd and other similar bimetallic clusters.
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Affiliation(s)
- H B Liu
- Programa de Investigación en Ductos, Materiales y Corrosión, Instituto Mexicano del Petróleo, Eje Central Lazaro Cardenas No. 152, Col. San Bartolo Atepehuacan, C.P.07730, México D.F., Mexico.
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