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Two Novel Space-Time Polynomial Particular Solutions Methods for the Time-Dependent Schrodinger Equation
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作者 Yanhua Cao Song Luo 《Advances in Applied Mathematics and Mechanics》 2025年第6期1789-1812,共24页
The conventional method of polynomial particular solutions is only applicable to partial differential equations on the real number field.Building on this method,this paper proposes two novel approaches for numerical s... The conventional method of polynomial particular solutions is only applicable to partial differential equations on the real number field.Building on this method,this paper proposes two novel approaches for numerical simulation of the time-dependent Schrodinger equation.Under the assumption of treating the time variable as an ordinary spatial variable,the first approach approximates the real and imaginary parts of the equation using two different sets of linear combinations,which are then substituted into the corresponding original governing equations to form a coupled differential equation.The second approach is derived based on the basic form of complex coefficient partial differential equations and involves polynomial particular solutions with imaginary terms.Using the same numerical examples,compared to conventional finite difference method,Fourier spectral method and radial basis function collocation method,this algorithm’s stability is not limited by the grid ratio of the time step and spatial step.It is not only simple and feasible but also suitable for solving high-dimensional problems. 展开更多
关键词 Schrodinger equation space-time methods meshless methods method of polynomial particular solutions
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ASYMPTOTIC METHOD OF TRAVELLING WAVE SOLUTIONS FOR A CLASS OF NONLINEAR REACTION DIFFUSION EQUATION 被引量:9
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作者 莫嘉琪 张伟江 何铭 《Acta Mathematica Scientia》 SCIE CSCD 2007年第4期777-780,共4页
In this article the travelling wave solution for a class of nonlinear reaction diffusion problems are considered. Using the homotopic method and the theory of travelling wave transform, the approximate solution for th... In this article the travelling wave solution for a class of nonlinear reaction diffusion problems are considered. Using the homotopic method and the theory of travelling wave transform, the approximate solution for the corresponding problem is obtained. 展开更多
关键词 Travelling wave solution homotopic method of solution reaction diffusion
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Localized space-tim e method of fundamental solutions for three-dimensional transient diffusion problem 被引量:2
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作者 L.Qiu J.Lin +1 位作者 Q.-H.Qin W.Chen 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2020年第5期1051-1057,I0002,共8页
A localized space-time method of fundamental solutions(LSTMFS)is extended for solving three-dimensional transient diffusion problems in this paper.The interval segmentation in temporal direction is developed for the a... A localized space-time method of fundamental solutions(LSTMFS)is extended for solving three-dimensional transient diffusion problems in this paper.The interval segmentation in temporal direction is developed for the accurate simulation of long-time-dependent diffusion problems.In the LSTMFS,the whole space-time domain with nodes arranged i divided into a series of overlapping subdomains with a simple geometry.In each subdomain,the conventional method of fundamental solutions is utilized and the coefficients associated with the considered domain can be explicitly determined.By calculating a combined sparse matrix system,the value at any node inside the space-time domain can be obtained.Numerical experi-ments demonstrate that high accuracy and efficiency can be simultaneously achieved via the LSTMFS,even for the problems defined on a long-time and quite complex computational domain. 展开更多
关键词 Localized spacetime method of fundamental solutions Meshless method Long-time evolution Transient diffusion
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Application of Method of Fundamental Solutions in Solving Potential Flow Problems for Ship Motion Prediction 被引量:1
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作者 封培元 马宁 顾解忡 《Journal of Shanghai Jiaotong university(Science)》 EI 2013年第2期153-158,共6页
A novel panel-free approach based on the method of fundamental solutions (MFS) is proposed to solve the potential flow for predicting ship motion responses in the frequency domain according to strip theory. Compared w... A novel panel-free approach based on the method of fundamental solutions (MFS) is proposed to solve the potential flow for predicting ship motion responses in the frequency domain according to strip theory. Compared with the conventional boundary element method (BEM), MFS is a desingularized, panel-free and integration-free approach. As a result, it is mathematically simple and easy for programming. The velocity potential is described by radial basis function (RBF) approximations and any degree of continuity of the velocity potential gradient can be obtained. Desingularization is achieved through collating singularities on a pseudo boundary outside the real fluid domain. Practical implementation and numerical characteristics of the MFS for solving the potential flow problem concerning ship hydrodynamics are elaborated through the computation of a 2D rectangular section. Then, the current method is further integrated with frequency domain strip theory to predict the heave and pitch responses of a containership and a very large crude carrier (VLCC) in regular head waves. The results of both ships agree well with the 3D frequency domain panel method and experimental data. Thus, the correctness and usefulness of the proposed approach are proved. We hope that this paper will serve as a motivation for other researchers to apply the MFS to various challenging problems in the field of ship hydrodynamics. 展开更多
关键词 method of fundamental solutions (MFS) panel-free strip theory ship hydrodynamics
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The (G'/G, 1/G)-expansion method and its application to travelling wave solutions of the Zakharov equations 被引量:14
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作者 LI Ling-xiao LI Er-qiang WANG Ming-liang 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2010年第4期454-462,共9页
The (G'/G, 1/G)-expansion method for finding exact travelling wave solutions of nonlinear evolution equations, which can be thought of as an extension of the (G'/G)-expansion method proposed recently, is present... The (G'/G, 1/G)-expansion method for finding exact travelling wave solutions of nonlinear evolution equations, which can be thought of as an extension of the (G'/G)-expansion method proposed recently, is presented. By using this method abundant travelling wave so- lutions with arbitrary parameters of the Zakharov equations are successfully obtained. When the parameters are replaced by special values, the well-known solitary wave solutions of the equations are rediscovered from the travelling waves. 展开更多
关键词 The (G /G 1/G)-expansion method travelling wave solutions homogeneous balance solitary wave solutions Zakharov equations.
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A NOTE ON UPPER AND LOWER SOLUTIONS METHOD FOR FOURTH-ORDER BOUNDARY VALUE PROBLEMS
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作者 Zhao Hong 《Annals of Differential Equations》 2008年第1期117-120,共4页
In this paper,we deal with a class of boundary value problem.We give the existence of solution under the assumption that there exist lower and upper solutions to the problem.Our result extends and complements the rele... In this paper,we deal with a class of boundary value problem.We give the existence of solution under the assumption that there exist lower and upper solutions to the problem.Our result extends and complements the relevant ones which were obtained by many authors previously. 展开更多
关键词 fourth-order boundary value problem EXISTENCE upper and lower solution method
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DETERMINATION OF STABILITY CONSTANTS OF THE COORDINATION COMPOUNDS OF Au(Ⅲ)-2-MERCAPTOPYRIDINE-1-OXIDE AND METHYL DERIVATIVES——METHOD OF DUAL-WAVELENGTH CORRESPONDING SOLUTIONS
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作者 Yang CAO Bao Lin SONG Department of Chemistry,Xuzhou Teacher’s College,Xuzhou 221009Cheng ZENG Coordination Chemistry Institute,Nanjing University,Nanjing 210008 《Chinese Chemical Letters》 SCIE CAS CSCD 1991年第1期59-62,共4页
In this paper,we report the deductive formula used for the method of dual-wavelength corresponding solutions under condition of having ligand interference and the stability constants of three new coordination compound... In this paper,we report the deductive formula used for the method of dual-wavelength corresponding solutions under condition of having ligand interference and the stability constants of three new coordination compounds [AuL_2]^+determined with this method.The stability of the three compounds,the necessity of controlling pH in experimental systems and the advantage of this method are discussed in detail. 展开更多
关键词 DETERMINATION OF STABILITY CONSTANTS OF THE COORDINATION COMPOUNDS OF Au MERCAPTOPYRIDINE-1-OXIDE AND METHYL DERIVATIVES method OF DUAL-WAVELENGTH CORRESPONDING solutions
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ON THE METHOD OF RECIPROCAL THEOREM TO FIND SOLUTIONS OF THE PLANE PROBLEMS OF ELASTICITY
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作者 付宝连 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1989年第5期455-464,共10页
In this paper the method of reciprocal theorem is extended to find solutions of plane problems of elasticity of the rectangular plates with various edge conditions.First we give the basic solution of the plane problem... In this paper the method of reciprocal theorem is extended to find solutions of plane problems of elasticity of the rectangular plates with various edge conditions.First we give the basic solution of the plane problem of the rectangular plate with four edges built-in as the basic system and then find displacement expressions of the actual system by using the reciprocal theorem between the basic system and actual system with various edge conditions.When only displacement edge conditions exist, obtaining displacement expressions by means of the method of reciprocal theorem is actual. But in other conditions, when static force edge conditions or mixed ones exist, the obtained displacements are admissible. In order to find actual displacement, the minimum potential energy theorem must be applied.Calculations show that the method of reciprocal theorem is a simple, convenient and general one for the solution of plane problems of elasticity of the rectangular plates with various edge conditions. Evidently, it is a new method. 展开更多
关键词 SHOW ON THE method OF RECIPROCAL THEOREM TO FIND solutions OF THE PLANE PROBLEMS OF ELASTICITY
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Verification of an Explicitly Coupled Thermal-Phase Field-Mechanical Electromagnetic (TPME) Framework by the Method of Manufactured Solutions
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作者 Travis S. Ramsay 《Open Journal of Modelling and Simulation》 2021年第1期1-25,共25页
An explicitly coupled two-dimensional (2D) multiphysics finite element method (FEM) framework comprised of thermal, phase field, mechanical and electromagnetic (TPME) equations was developed to simulate the conversion... An explicitly coupled two-dimensional (2D) multiphysics finite element method (FEM) framework comprised of thermal, phase field, mechanical and electromagnetic (TPME) equations was developed to simulate the conversion of solid kerogen in oil shale to liquid oil through </span><i><span style="font-family:Verdana;font-size:12px;">in-situ</span></i><span style="font-family:Verdana;font-size:12px;"> pyrolysis by radio frequency heating. Radio frequency heating as a method of <i></span><i><span style="font-family:Verdana;font-size:12px;">in-situ</span></i><span style="font-family:Verdana;font-size:12px;"></i> pyrolysis represents a tenable enhanced oil recovery method, whereby an applied electrical potential difference across a target oil shale formation is converted to thermal energy, heating the oil shale and causing it to liquify to become liquid oil. A number of <i></span><i><span style="font-family:Verdana;font-size:12px;">in-situ</span></i><span style="font-family:Verdana;font-size:12px;"></i> pyrolysis methods are reviewed but the focus of this work is on the verification of the TPME numerical framework to model radio frequency heating as a potential dielectric heating process for enhanced oil recovery.</span></span><span style="font-size:10pt;font-family:""> </span><span style="font-family:Verdana;">Very few studies exist which describe production from oil shale;furthermore, there are none that specifically address the verification of numerical models describing radio frequency heating. As a result, the Method of Manufactured Solutions (MMS) was used as an analytical verification method of the developed numerical code. Results show that the multiphysics finite element framework was adequately modeled enabling the simulation of kerogen conversion to oil as a part of the analysis of a TPME numerical model. 展开更多
关键词 Radio Frequency Heating In-Situ Pyrolysis Oil Shale MULTIPHYSICS Explicit Coupling Finite Element method method of Manufactured solutions
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THE ANALYTICAL SOLUTIONS BASED ON THE CONCEPT OF FINITE ELEMENT METHODS
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作者 隋允康 郭田福 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1990年第4期321-331,共11页
On the basis of the concept of finite element methods, the rigorous analytical solutions of structural response in terms of the design variables are researched in this paper. The spatial trusses are taken as an exampl... On the basis of the concept of finite element methods, the rigorous analytical solutions of structural response in terms of the design variables are researched in this paper. The spatial trusses are taken as an example for the solution of the analytical expressions of the explicit displacements which are proved mathematically; then some conclusions are reached that are useful to structural sensitivity analysis and optimization. In the third part of the paper, a generalized geometric programming method is sugviped for the optimal model with the explicit displacement. Finally, the analytical solutions of the displacements of three trusses are given as examples. 展开更多
关键词 THE ANALYTICAL solutions BASED ON THE CONCEPT OF FINITE ELEMENT methodS
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APPLICATION OF THE METHOD OF THE RECIPROCAL THEOREM TO FINDING DISPLACEMENT SOLUTIONS OF CUBES
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作者 付宝连 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1989年第4期309-320,共12页
In this paper the method of reciprocal theorem is extended to find solutions of three-D problems of elasticity.First we give the basic solution of the cube with six surfaces fixed as the basic system and then using th... In this paper the method of reciprocal theorem is extended to find solutions of three-D problems of elasticity.First we give the basic solution of the cube with six surfaces fixed as the basic system and then using the reciprocal theorem between the basic system acted on by unit concentrated loads and the actual system with prescribed surface displacements, we find displacement solution of the actual system. 展开更多
关键词 CUBE OO CO APPLICATION OF THE method OF THE RECIPROCAL THEOREM TO FINDING DISPLACEMENT solutions OF CUBES
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A Multi-Symplectic Compact Method for the Two-Component Camassa-Holm Equation with Singular Solutions
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作者 Xiang Li Xu Qian +1 位作者 Bo-Ya Zhang Song-He Song 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第9期8-12,共5页
The two-component Camassa–Holm equation includes many intriguing phenomena. We propose a multi-symplectic compact method to solve the two-component Camassa–Holm equation. Based on its multi-symplectic formulation, t... The two-component Camassa–Holm equation includes many intriguing phenomena. We propose a multi-symplectic compact method to solve the two-component Camassa–Holm equation. Based on its multi-symplectic formulation, the proposed method is derived by the sixth-order compact finite difference method in spatial discretization and the symplectic implicit midpoint scheme in temporal discretization. Numerical experiments finely describe the velocity and density variables in the two-component integrable system and distinctly display the evolvement of the singular solutions. Moreover, the proposed method shows good conservative properties during long-time numerical simulation. 展开更多
关键词 A Multi-Symplectic Compact method for the Two-Component Camassa-Holm Equation with Singular solutions
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Discovery of active compounds and key targets of Thymus quinquecostatus Celak.based on gastrointestinal metabolism and Gut flora-Compound-Target Pathway network with TOPSIS method
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作者 Xueyang Ren Jiamu Ma +11 位作者 Ying Dong Yuan Zheng Rufeng Wang Chongjun Zhao Wei Liu Mingxia Li Mengyu Sun Feng Zhang Yingyu He Xianxian Li Qingyue Deng Gaimei She 《Food Science and Human Wellness》 2025年第11期4629-4643,共15页
Thymus quinquecostatus Celak.,a traditional aromatic edible plant from Lamiaceae,is widely used as food additive,food condiment,spice,and herbal teas.Polyphenol-rich fraction of T.quinquecostatus(PRF)has been proven t... Thymus quinquecostatus Celak.,a traditional aromatic edible plant from Lamiaceae,is widely used as food additive,food condiment,spice,and herbal teas.Polyphenol-rich fraction of T.quinquecostatus(PRF)has been proven to be effective protective effect for cerebral ischemia reperfusion injury(CIRI)in our previous study.In this study,we developed a novel“Gut flora-Compound-Target-Pathway”(GCTP)network based on network pharmacology coupled with gastrointestinal metabolism for screening bio-active components,key targets and gut floras through the classical technique for order preference by similarity to ideal solution(TOPSIS).This compensates for the lack of gut floras and gastrointestinal metabolism in network pharmacology.Firstly,four incubation models covering simulated gastric juice,simulated intestinal juice,gut floras of normal and transient middle cerebral artery occlusion(tMCAO)rat in vitro were applied to PRF.The 109 proto-components and 64 metabolites were elucidated by ultra-high performance liquid chromatography Q exactive orbitrap-mass spectrometry(UPLC-QE-Orbitrap-MS).Then,the key targets of matrix metalloproteinase 9(MMP9),prostaglandin-endoperoxide synthase 2(PTGS2),tyrosine-protein kinase fyn(FYN),estrogen receptor 1(ESR1),amyloid precursor protein(APP),and epidermal growth factor receptor(EGFR),and gut floras of Enterococcus avium LY1 were selected.Moreover,the selected key proto components were rosmarinic acid,daidzein,quercetin,luteolin,apigenin,methyl rosmarinate,kaempferol,luteoloside,and caffeic acid,and the key metabolites were isokaempferide,isorhamnetin,isoquercetin,and mangiferin.Binding of compounds to the key proteins was analyzed by molecular docking,and also verified though an 2,2'-azobis(2-amidinopropane)dihydrochloride(AAPH)induced oxidative stress zebrafish model and real-time quantitative polymerase chain reaction(RT-qPCR)assays.This study provides a new idea and a better understanding of PRF for its protective effects on CIRI and its underlying mechanisms. 展开更多
关键词 Thymus quinquecostatus Celak. Gastrointestinal metabolism Gut flora Technique for order preference by similarity to ideal solution method Cerebral ischemia reperfusion injury Network pharmacology
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∑-Shaped Connected Component of Positive Solutions for One- Dimensional Prescribed Mean Curvature Equation in Minkowski Space
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作者 QI Tiaoyan LU Yanqiong 《Wuhan University Journal of Natural Sciences》 2025年第3期241-252,共12页
In this work,we demonstrate that the existence of an Z-shaped connected component within the set of positive solutions for the one-dimensional prescribed mean curvature equation in Minkowski space■with boundary condi... In this work,we demonstrate that the existence of an Z-shaped connected component within the set of positive solutions for the one-dimensional prescribed mean curvature equation in Minkowski space■with boundary conditions having parameter in two cases f(O)=0 and f(0)>0 by using upper and lower solution method,where λ>0 is a parameter,f∈C^(2)([0,∞),R)is monotonically increasing and lim_(μ→1)^(f(u)/1-u=0,h∈C^(1)([0,1],(0,∞))is a nonincreasing function and h(t)>1. 展开更多
关键词 boundary conditions with parameters positive solutions the upper and lower solution method asymptotic property
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A Boundary-Type Meshless Method for Traction Identification in Two-Dimensional Anisotropic Elasticity and Investigating the Effective Parameters
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作者 Mohammad-Rahim Hematiyan 《Computers, Materials & Continua》 2025年第2期3069-3090,共22页
The identification of the traction acting on a portion of the surface of an anisotropic solid is very important in structural health monitoring and optimal design of structures. The traction can be determined using in... The identification of the traction acting on a portion of the surface of an anisotropic solid is very important in structural health monitoring and optimal design of structures. The traction can be determined using inverse methods in which displacement or strain measurements are taken at several points on the body. This paper presents an inverse method based on the method of fundamental solutions for the traction identification problem in two-dimensional anisotropic elasticity. The method of fundamental solutions is an efficient boundary-type meshless method widely used for analyzing various problems. Since the problem is linear, the sensitivity analysis is simply performed by solving the corresponding direct problem several times with different loads. The effects of important parameters such as the number of measurement data, the position of the measurement points, the amount of measurement error, and the type of measurement, i.e., displacement or strain, on the results are also investigated. The results obtained show that the presented inverse method is suitable for the problem of traction identification. It can be concluded from the results that the use of strain measurements in the inverse analysis leads to more accurate results than the use of displacement measurements. It is also found that measurement points closer to the boundary with unknown traction provide more reliable solutions. Additionally, it is found that increasing the number of measurement points increases the accuracy of the inverse solution. However, in cases with a large number of measurement points, further increasing the number of measurement data has little effect on the results. 展开更多
关键词 Traction identification inverse method anisotropic elasticity load identification method of fundamental solutions measurement location
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Unified Solution Method of Rectangular Plate Elastic Bending 被引量:9
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作者 许琪楼 姬同庚 +2 位作者 姜锐 唐国明 姬鸿恩 《Journal of Southeast University(English Edition)》 EI CAS 2002年第3期241-248,共8页
The bending of rectangular plate is divided into the generalized statically determinate bending and the generalized statically indeterminate bending based on the analysis of the completeness of calculating condition a... The bending of rectangular plate is divided into the generalized statically determinate bending and the generalized statically indeterminate bending based on the analysis of the completeness of calculating condition at the corner point. The former can be solved directly by the equilibrium differential equation and the boundary conditions of four edges of the plate. The latter can be solved by using the superposition principle. Making use of the recommended method, the bending of the plate with all kinds of... 展开更多
关键词 bending of elastic thin plate rectangular plate unified solution method
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Synthesis of nanostructured Li_2FeSiO_4/C cathode for lithium-ion battery by solution method 被引量:1
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作者 杨蓉 刘晓艳 +2 位作者 曲冶 雷京 Jou-Hyeon AHN 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第10期2529-2534,共6页
Nanosphere-like Li2FeSiO4/C was synthesized via a solution method using sucrose as carbon sources under a mild condition of time-saving and energy-saving, followed by sintering at high temperatures for crystallization... Nanosphere-like Li2FeSiO4/C was synthesized via a solution method using sucrose as carbon sources under a mild condition of time-saving and energy-saving, followed by sintering at high temperatures for crystallization. The amount of carbon in the composite is less than 10% (mass fraction), and the X-ray diffraction result confirms that the sample is of pure single phase indexed with the orthorhombic Pmn21 space group. The particle size of the Li2FeSiO4/C synthesized at 700 °C for 9 h is very fine and spherical-like with a size of 200 nm. The electrochemical performance of this material, including reversible capacity, cycle number, and charge-discharge characteristics, were tested. The cell of this sample can deliver a discharge capacity of 166 mA-h/g at C/20 rate in the first three cycles. After 30 cycles, the capacity decreases to 158 mA-h/g, and the capacity retention is up to 95%. The results show that this method can prepare nanosphere-like Li2FeSiO4/C composite with good electrochemical performance. 展开更多
关键词 lithium-ion batteries cathode material Li2FeSiO4/C solution method
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Preparation of Cu nanoparticles with ascorbic acid by aqueous solution reduction method 被引量:7
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作者 刘清明 Takehiro YASUNAMI +1 位作者 Kensuke KURUDA Masazumi OKIDO 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第9期2198-2203,共6页
Cu nanoparticles were prepared by reducing Cu2+ ions with ascorbic acid through aqueous solution reduction method. The effects of solution pH and average size of Cu2O particles on the preparation of Cu nanoparticles ... Cu nanoparticles were prepared by reducing Cu2+ ions with ascorbic acid through aqueous solution reduction method. The effects of solution pH and average size of Cu2O particles on the preparation of Cu nanoparticles were investigated. Cu particles were prepared at pH 3, 5 or 7, with the smallest Cu particles obtained at pH 7. However, Cu particles could not be prepared at pH 9 or 11. The average size of Cu2O particles can affect that of Cu particles. Larger Cu2O particles result in larger Cu particles. In addition, experiments were conducted to explore the reaction process by measuring the X-ray diffraction (XRD) patterns of specimens collected at different time points during the reaction. It was found that Cu(OH)2 was initially formed as a precursor, followed by the formation of Cu2O, which was finally reduced to Cu particles. 展开更多
关键词 Cu nanoparticles aqueous solution reduction method ascorbic acid intermediate product
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Effects of reaction parameters on preparation of Cu nanoparticles via aqueous solution reduction method with NaBH_4 被引量:1
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作者 刘清明 周德璧 +2 位作者 Yu-ya YAMAMOTO Kensuke KURUDA Masazumi OKIDO 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第12期2991-2996,共6页
The preparation of Cu nanoparticles by the aqueous solution reduction method was investigated. The effects of different reaction parameters on the preparation of Cu nanoparticles were studied. The optimum conditions f... The preparation of Cu nanoparticles by the aqueous solution reduction method was investigated. The effects of different reaction parameters on the preparation of Cu nanoparticles were studied. The optimum conditions for preparing well-dispersed nanoparticles were found as follows: 0.4 mol/L NaBH4 was added into solution containing 0.2 mol/L Cu2+, 1.0% gelatin dispersant in mass fraction, and 1.2 mol/L NH3?H2O at pH 12 and 313 K. In addition, a series of experiments were performed to discover the reaction process. NH3?H2O was found to be able to modulate the reaction process. At pH=10, Cu2+ was transformed to Cu(NH3)42+ as precursor after the addition of NH3?H2O, and then Cu(NH3)42+ was reduced by NaBH4 solution. At pH=12, Cu2+ was transformed to Cu(OH)2 as precursor after the addition of NH3?H2O, and Cu(OH)2 was then reduced by NaBH4 solution. 展开更多
关键词 Cu nanoparticles NABH4 CU(OH)2 Cu(NH3)42+ aqueous solution reduction method PRECURSOR reaction process
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