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大数据学习分析的研究与应用——以浙江省教师教育MOOC培训平台的课程为例 被引量:22
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作者 陈雷 《现代教育技术》 CSSCI 2016年第8期109-115,共7页
数据为王的大数据时代正在来临,如何将大数据关联于教育变革以及由此衍生的学习分析的应用逐渐成为了热点课题。文章以浙江省教师教育MOOC培训平台为例,任选其中的某门在线课程,通过常规挖掘、频次统计、跳转聚合、数据可视化等方法,以... 数据为王的大数据时代正在来临,如何将大数据关联于教育变革以及由此衍生的学习分析的应用逐渐成为了热点课题。文章以浙江省教师教育MOOC培训平台为例,任选其中的某门在线课程,通过常规挖掘、频次统计、跳转聚合、数据可视化等方法,以渐进深入的方式,对选课学员的学习行为和日志进行数据挖掘,并根据学员在平台中的学习行为数据,展示学员与课程的相关性和适应度,发掘学员模块的学习规律和学习喜好,定位平台中的模块功能和课程资源缺陷,优化适应性教学资源,定制个性化学习路径,促进个性化发展。研究表明:上述这些举措将大大提高选课学员的用户体验感和满意度。 展开更多
关键词 大数据 学习分析 挖掘 碎片化 界面跳转
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Some effects of interface on fluid flow and heat transfer on micro-and nanoscale 被引量:4
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作者 LIANG XinGang 《Chinese Science Bulletin》 SCIE EI CAS 2007年第18期2457-2472,共16页
The interfacial effects on flow and heat transfer on micro/nano scale are discussed in this paper. Dif- ferent from bulk cases where interfaces can be simply treated as a boundary, the interfacial effects are not limi... The interfacial effects on flow and heat transfer on micro/nano scale are discussed in this paper. Dif- ferent from bulk cases where interfaces can be simply treated as a boundary, the interfacial effects are not limited to the interface on a microscale but could extend into a significant, even the whole domain of the flow and heat transfer field when the characteristic size of the domain is close to the mean free path (MFP) of the carriers inside an object. Most of microscale thermal phenomena result from interfa- cial interactions. Any changes in the interactions between the object and boundary particles, such as the force between fluid and solid wall particles, microstructure of interfaces, could affect thermal properties, flow and heat transfer characteristics and hence change thermal conductivity, velocity and temperature profiles, friction coefficient and thermal radiative properties, etc. The properties of nano- structure or flow and heat transfer features of fluid in micro/nanostructures not only depend on them- selves, but also on the interaction with the interface because the interface impact can go deep inside the flow. The same fluid, same channel geometry but different wall materials could have different flow and heat transport characteristics on microscale. 展开更多
关键词 流体流动 界面 传热 传导性 微观结构
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Immersed Interface Finite Element Methods for Elasticity Interface Problems with Non-Homogeneous Jump Conditions 被引量:3
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作者 Yan Gong Zhilin Li 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2010年第1期23-39,共17页
In this paper,a class of new immersed interface finite element methods (IIFEM) is developed to solve elasticity interface problems with homogeneous and non-homogeneous jump conditions in two dimensions.Simple non-body... In this paper,a class of new immersed interface finite element methods (IIFEM) is developed to solve elasticity interface problems with homogeneous and non-homogeneous jump conditions in two dimensions.Simple non-body-fitted meshes are used.For homogeneous jump conditions,both non-conforming and conforming basis functions are constructed in such a way that they satisfy the natural jump conditions. For non-homogeneous jump conditions,a pair of functions that satisfy the same non-homogeneous jump conditions are constructed using a level-set representation of the interface.With such a pair of functions,the discontinuities across the interface in the solution and flux are removed;and an equivalent elasticity interface problem with homogeneous jump conditions is formulated.Numerical examples are presented to demonstrate that such methods have second order convergence. 展开更多
关键词 Immersed interface finite element methods elasticity interface problems singularity removal homogeneous and non-homogeneous jump conditions level-set function.
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用Authorware实现多媒体课件中页面的选择性跳转 被引量:2
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作者 黄淑珍 《现代教育技术》 2003年第3期48-50,共3页
使用软件制作多媒体课件是目前较为流行的一项教学活动,该文就如何在多媒体课件中通过创建有效的交互,即页面的选择性跳转,介绍了常用的六种方法,并分别给出了具体的设置方法。
关键词 AUTHORWARE 多媒体课件 页面制作 选择性跳转 交互图标
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蓝牙与控制系统通讯技术研究 被引量:2
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作者 英正庆 黄达诠 《电工技术》 2003年第4期44-45,共2页
从硬件和软件的角度的分析 ROK101008蓝牙点对点连接的需求,实现了2蓝牙间的点对点连接。
关键词 控制系统 通讯技术 无线通信 蓝牙技术 数据传输速率
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数据接口零件冲压工艺及模具设计研究 被引量:2
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作者 胡兆国 赵健波 《现代制造工程》 CSCD 北大核心 2012年第8期96-100,共5页
针对数据接口冲压零件批量大、尺寸小,尺寸精度和形位公差要求高的特点,设计了合理的排样图及模具结构图,分析了冲压生产该零件可能产生带料扭曲、带料扇形变形和零件间间距不均等缺陷的原因,并找到了相应的解决措施。
关键词 数据接口 冲压 排样 跳屑
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Distributed Lagrange Multiplier/Fictitious Domain Finite Element Method for a Transient Stokes Interface Problem with Jump Coefficients 被引量:2
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作者 Andrew Lundberg Pengtao Sun +1 位作者 Cheng Wang Chen-song Zhang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2019年第4期35-62,共28页
The distributed Lagrange multiplier/fictitious domain(DLM/FD)-mixed finite element method is developed and analyzed in this paper for a transient Stokes interface problem with jump coefficients.The semi-and fully disc... The distributed Lagrange multiplier/fictitious domain(DLM/FD)-mixed finite element method is developed and analyzed in this paper for a transient Stokes interface problem with jump coefficients.The semi-and fully discrete DLM/FD-mixed finite element scheme are developed for the first time for this problem with a moving interface,where the arbitrary Lagrangian-Eulerian(ALE)technique is employed to deal with the moving and immersed subdomain.Stability and optimal convergence properties are obtained for both schemes.Numerical experiments are carried out for different scenarios of jump coefficients,and all theoretical results are validated. 展开更多
关键词 TRANSIENT STOKES interface problem jump COEFFICIENTS DISTRIBUTED LAGRANGE multiplier fictitious domain method mixed finite element an optimal error estimate stability
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A Simple FEM for Solving Two-Dimensional Diffusion Equation with Nonlinear Interface Jump Conditions 被引量:2
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作者 Liqun Wang Songming Hou Liwei Shi 《Computer Modeling in Engineering & Sciences》 SCIE EI 2019年第4期73-90,共18页
In this paper,we propose a numerical method for solving parabolic interface problems with nonhomogeneous flux jump condition and nonlinear jump condition.The main idea is to use traditional finite element method on se... In this paper,we propose a numerical method for solving parabolic interface problems with nonhomogeneous flux jump condition and nonlinear jump condition.The main idea is to use traditional finite element method on semi-Cartesian mesh coupled with Newton’s method to handle nonlinearity.It is easy to implement even though variable coefficients are used in the jump condition instead of constant in previous work for elliptic interface problem.Numerical experiments show that our method is about second order accurate in the L1 norm. 展开更多
关键词 FINITE element method PARABOLIC equation interface problems NONLINEAR jump conditions
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低压蒸汽环境中水蒸发界面温度和蒸发速率的实验研究 被引量:1
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作者 郭瑞丰 吴春梅 +1 位作者 于佳佳 李友荣 《化工学报》 EI CAS CSCD 北大核心 2020年第12期5489-5497,共9页
蒸发相变广泛存在于薄膜过程及晶体生长等工业生产和日常生活中,液层表面蒸发和热毛细对流相互影响、相互制约,使得蒸发界面能量传递机制变得非常复杂。为了深入了解水在低压纯蒸汽环境中的蒸发特性,对环形液池内水蒸发时的温度分布和... 蒸发相变广泛存在于薄膜过程及晶体生长等工业生产和日常生活中,液层表面蒸发和热毛细对流相互影响、相互制约,使得蒸发界面能量传递机制变得非常复杂。为了深入了解水在低压纯蒸汽环境中的蒸发特性,对环形液池内水蒸发时的温度分布和蒸发速率进行了一系列实验研究。环形液池壁温控制在3~15℃之间,蒸发环境压力在394~1467 Pa之间变化,开始测量时液层深度为10 mm。结果表明,蒸发界面气相侧温度总是高于液相侧,气液界面存在明显的温度跳跃。随着压比减小,蒸发速率增加,界面温度跳跃随之增大;随着距壁面距离增加,局部蒸发速率降低,温度跳跃值减小;相同压比下,随着壁面温度的升高,气相侧热通量减小,蒸发界面温度跳跃值整体降低;在实验范围内测得的最大温度跳跃值为2.56℃。由于蒸发冷却效应和热毛细对流的耦合作用,蒸发界面下液相侧存在一个厚度为2 mm左右的温度均匀层,且壁面附近温度均匀层厚度大于中间区域厚度。在温度均匀层内,径向温度梯度诱导的热毛细对流将热量从壁面传输至气液界面以补偿蒸发所需汽化潜热;在温度均匀层以下,浮力对流和导热共同作用使得液相温度迅速升高。 展开更多
关键词 蒸发 界面 对流 低压 温度跳跃
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Second Order Multigrid Methods for Elliptic Problems with Discontinuous Coefficients on an Arbitrary Interface, I: One Dimensional Problems
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作者 Armando Coco Giovanni Russo 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2012年第1期19-42,共24页
In this paper we present a one dimensional second order accurate method to solve Elliptic equations with discontinuous coefficients on an arbitrary interface.Second order accuracy for the first derivative is obtained ... In this paper we present a one dimensional second order accurate method to solve Elliptic equations with discontinuous coefficients on an arbitrary interface.Second order accuracy for the first derivative is obtained as well.The method is based on the Ghost Fluid Method,making use of ghost points on which the value is defined by suitable interface conditions.The multi-domain formulation is adopted,where the problem is split in two sub-problems and interface conditions will be enforced to close the problem.Interface conditions are relaxed together with the internal equations(following the approach proposed in[10]in the case of smooth coefficients),leading to an iterative method on all the set of grid values(inside points and ghost points).A multigrid approach with a suitable definition of the restriction operator is provided.The restriction of the defect is performed separately for both sub-problems,providing a convergence factor close to the one measured in the case of smooth coefficient and independent on the magnitude of the jump in the coefficient.Numerical tests will confirm the second order accuracy.Although the method is proposed in one dimension,the extension in higher dimension is currently underway[12]and it will be carried out by combining the discretization of[10]with the multigrid approach of[11]for Elliptic problems with non-eliminated boundary conditions in arbitrary domain. 展开更多
关键词 Elliptic equation discontinuous coefficient second order accuracy MULTIGRID arbitrary interface jump conditions
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The Fictitious Domain Method with Sharp Interface for Elasticity Systems with General Jump Embedded Boundary Conditions
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作者 Mohamed Kara Salim Mesbahi Philippe Angot 《Advances in Applied Mathematics and Mechanics》 SCIE 2021年第1期119-139,共21页
In framework of the fictitious domain methods with immersed interfaces for the elasticity problem,the present contribution is to study and numerically validate the jump-integrated boundary conditions method with sharp... In framework of the fictitious domain methods with immersed interfaces for the elasticity problem,the present contribution is to study and numerically validate the jump-integrated boundary conditions method with sharp interface for the vector elasticity system discretized by a proposed finite volume method.The main idea of the fictitious domain approach consists in embedding the original domain of study into a geometrically larger and simpler one called the fictitious domain.Here,we present a cell-centered finite volume method to discretize the fictitious domain problem.The proposed method is numerically validated for different test cases.This work can be considered as a first step before more challenging problems such as fluid-structure interactions or moving interface problems. 展开更多
关键词 Fictitious domain method sharp interface elasticity system jump embedded boundary conditions finite volume method
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The Immersed Interface Method for Simulating Two-Fluid Flows
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作者 Miguel Uh Sheng Xu 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2014年第4期447-472,共26页
We develop the immersed interface method(IIM)to simulate a two-fluid flow of two immiscible fluids with different density and viscosity.Due to the surface tension and the discontinuous fluid properties,the two-fluid f... We develop the immersed interface method(IIM)to simulate a two-fluid flow of two immiscible fluids with different density and viscosity.Due to the surface tension and the discontinuous fluid properties,the two-fluid flow has nonsmooth velocity and discontinuous pressure across the moving sharp interface separating the two fluids.The IIM computes the flow on a fixed Cartesian grid by incorporating into numerical schemes the necessary jump conditions induced by the interface.We present how to compute these necessary jump conditions from the analytical principal jump conditions derived in[Xu,DCDS,Supplement 2009,pp.838-845].We test our method on some canonical two-fluid flows.The results demonstrate that the method can handle large density and viscosity ratios,is second-order accurate in the infinity norm,and conserves mass inside a closed interface. 展开更多
关键词 Immersed interface method two-fluid flows jump conditions augmented variable approach singular force Cartesian grid methods
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An Edge-Based Anisotropic Mesh Refinement Algorithm and its Application to Interface Problems
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作者 Duan Wang Ruo Li Ningning Yan 《Communications in Computational Physics》 SCIE 2010年第8期511-540,共30页
Based on an error estimate in terms of element edge vectors on arbitrary unstructured simplex meshes,we propose a new edge-based anisotropic mesh refinement algorithm.As the mesh adaptation indicator,the error estimat... Based on an error estimate in terms of element edge vectors on arbitrary unstructured simplex meshes,we propose a new edge-based anisotropic mesh refinement algorithm.As the mesh adaptation indicator,the error estimate involves only the gradient of error rather than higher order derivatives.The preferred refinement edge is chosen to reduce the maximal term in the error estimate.The algorithm is implemented in both two-and three-dimensional cases,and applied to the singular function interpolation and the elliptic interface problem.The numerical results demonstrate that the convergence order obtained by using the proposed anisotropic mesh refinement algorithm can be higher than that given by the isotropic one. 展开更多
关键词 Adaptive finite element method anisotropic mesh refinement elliptic interface problem non-homogeneous jump a posteriori error estimate
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关于光在界面上反射时位相关系的讨论
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作者 杨皋 《株洲工学院学报》 1998年第2期47-51,共5页
运用薄膜光学的理论基础──Fresnel公式,研究光在界面上的位相关系。在对不同观点进行讨论的基础上,提出了一个可靠而全面的判断位相跃变的新方法。
关键词 光学 界面 位相跃变 反射 薄膜光学
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An Iterative Two-Fluid Pressure Solver Based on the Immersed Interface Method
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作者 Sheng Xu 《Communications in Computational Physics》 SCIE 2012年第7期528-543,共16页
An iterative solver based on the immersed interface method is proposed to solve the pressure in a two-fluid flow on a Cartesian grid with second-order accuracy in the infinity norm.The iteration is constructed by intr... An iterative solver based on the immersed interface method is proposed to solve the pressure in a two-fluid flow on a Cartesian grid with second-order accuracy in the infinity norm.The iteration is constructed by introducing an unsteady term in the pressure Poisson equation.In each iteration step,a Helmholtz equation is solved on the Cartesian grid using FFT.The combination of the iteration and the immersed interface method enables the solver to handle various jump conditions across twofluid interfaces.This solver can also be used to solve Poisson equations on irregular domains. 展开更多
关键词 Poisson solver the immersed interface method two-fluid flow jump conditions
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Numerical simulation of ski-jump jet motion using lattice Boltzmann method 被引量:4
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作者 ZHANG Hua 1 &ZHANG XiaoDong 2 1 School of Renewable Energy,North China Electric Power University,Beijing 102206,China 2 School of Energy Power and Mechanical Engineering,North China Electric Power University,Beijing 102206,China 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第S1期72-75,共4页
Based on the lattice Boltzmann method,a lattice Boltzmann(LB) model of the ski-jump jet two-phase flow is developed first and the corresponding boundary conditions are studied.A simple case study of a droplet horizont... Based on the lattice Boltzmann method,a lattice Boltzmann(LB) model of the ski-jump jet two-phase flow is developed first and the corresponding boundary conditions are studied.A simple case study of a droplet horizontal movement calculation is carried out to test and verify the model,where level set method is used to track and reconstruct the moving droplet free surface. Then,we numerically simulate a two dimensional flow field of the ski-jump jet with the LB model,derive the moving surface and velocity vector field of the jet flow.The simulation results are very consistent with the physical mechanisms.The effectiveness and reliability of the model are demonstrated by the numerical examples. 展开更多
关键词 ski-jump JET DROPLET lattice BOLTZMANN method interface numerical simulation
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微细通道内蒸发薄液膜区壁面滑移及微流动特性 被引量:5
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作者 赵俊杰 彭晓峰 段远源 《工程热物理学报》 EI CAS CSCD 北大核心 2009年第7期1171-1174,共4页
基于扩展Young-Laplace方程和动力学理论研究微通道中蒸发薄液膜区固液界面附近流动和传热特性,考虑压力特征、壁面滑移和温度跳跃建立物理模型。利用边界层近似,提出一种计算固液界面吸附微液层热阻的方法,导得固液界面的热阻和温度。... 基于扩展Young-Laplace方程和动力学理论研究微通道中蒸发薄液膜区固液界面附近流动和传热特性,考虑压力特征、壁面滑移和温度跳跃建立物理模型。利用边界层近似,提出一种计算固液界面吸附微液层热阻的方法,导得固液界面的热阻和温度。数值模拟结果表明,壁面微流动会降低毛细压力梯度,增加壁面热阻,降低液相过热度,恶化液膜铺展和传热性能,在薄液膜区不可忽略。阐明壁面微流动含义,指出滑移系数与吸附流动微液层厚度的关系。 展开更多
关键词 蒸发薄液膜 固液界面 滑移系数 壁面微流动 微通道 壁面温度跳跃
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Evaluation of stress intensity factors for bi-material interface cracks using displacement jump methods 被引量:3
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作者 K. C. Nehar B. E. Hachi +1 位作者 F. Cazes M. Haboussi 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2017年第6期1051-1064,共14页
The aim of the present work is to investigate the numerical modeling of interfacial cracks that may appear at the interface between two isotropic elastic materials. The extended finite element method is employed to an... The aim of the present work is to investigate the numerical modeling of interfacial cracks that may appear at the interface between two isotropic elastic materials. The extended finite element method is employed to analyze brittle and bi-material interfacial fatigue crack growth by computing the mixed mode stress intensity factors(SIF). Three different approaches are introduced to compute the SIFs. In the first one, mixed mode SIF is deduced from the computation of the contour integral as per the classical J-integral method,whereas a displacement method is used to evaluate the SIF by using either one or two displacement jumps located along the crack path in the second and third approaches. The displacement jump method is rather classical for mono-materials,but has to our knowledge not been used up to now for a bimaterial. Hence, use of displacement jump for characterizing bi-material cracks constitutes the main contribution of the present study. Several benchmark tests including parametric studies are performed to show the effectiveness of these computational methodologies for SIF considering static and fatigue problems of bi-material structures. It is found that results based on the displacement jump methods are in a very good agreement with those of exact solutions, such as for the J-integral method, but with a larger domain of applicability and a better numerical efficiency(less time consuming and less spurious boundary effect). 展开更多
关键词 Bi-material interface crack Mixed mode stress intensity factor Displacement jump X-FEM Fatigue crack growth
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尺寸效应对微通道内固液界面温度边界的影响 被引量:4
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作者 张龙艳 徐进良 雷俊鹏 《物理学报》 SCIE EI CAS CSCD 北大核心 2019年第2期23-30,共8页
采用非平衡分子动力学方法模拟不同浸润性微通道内液体的传热过程,分析了尺寸效应对固液界面热阻及温度阶跃的影响.研究结果表明,界面热阻随微通道尺寸的变化可分为两个阶段,即小尺寸微通道的单调递增阶段和大尺寸微通道的恒定值阶段.... 采用非平衡分子动力学方法模拟不同浸润性微通道内液体的传热过程,分析了尺寸效应对固液界面热阻及温度阶跃的影响.研究结果表明,界面热阻随微通道尺寸的变化可分为两个阶段,即小尺寸微通道的单调递增阶段和大尺寸微通道的恒定值阶段.随着微通道尺寸的增加,近壁区液体原子受对侧固体原子的约束程度降低,微通道中央的液体原子自由移动,固液原子振动态密度近似不变,使得尺寸效应的影响忽略不计.上述两种阶段的微通道尺寸过渡阈值受固液作用强度与壁面温度的共同作用:减弱壁面浸润性,过渡阈值向大尺寸区域迁移;相较于低温壁面,高温壁面处的过渡阈值更大.增加微通道尺寸,固液界面温度阶跃呈单调递减趋势,致使壁面温度边界和宏观尺度下逐渐符合.探讨尺寸效应有助于深刻理解固液界面能量输运及传递机制. 展开更多
关键词 尺寸效应 界面热阻 温度阶跃 分子动力学
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求解带有Robin型跳跃条件一维界面问题的浸入有限元方法
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作者 秦芳芳 张金金 +1 位作者 纪海峰 陈艳萍 《计算数学》 CSCD 北大核心 2024年第4期516-528,共13页
浸入有限元方法是一类基于非拟合网格求解界面问题的有效数值方法.目前,对带有传统界面跳跃条件的界面问题,浸入有限元方法已有许多研究,而对带有Robin型跳跃条件的界面问题,该方法的研究较少.本文针对带有Robin型跳跃条件的一维界面问... 浸入有限元方法是一类基于非拟合网格求解界面问题的有效数值方法.目前,对带有传统界面跳跃条件的界面问题,浸入有限元方法已有许多研究,而对带有Robin型跳跃条件的界面问题,该方法的研究较少.本文针对带有Robin型跳跃条件的一维界面问题提出了浸入有限元方法.本文证明并通过数值算例验证了浸入有限元空间的最优逼近性以及浸入有限元方法的最优收敛性. 展开更多
关键词 界面问题 Robin型跳跃条件 浸入有限元 非拟合网格
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