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二维非线性鉴别分析及人脸识别 被引量:2
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作者 刘永俊 宋东兴 +1 位作者 何世明 陈才扣 《常熟理工学院学报》 2008年第2期99-103,共5页
二维最大散度差线性鉴别分析方法不仅有效地避免了在人脸识别中传统的Fisher线性鉴别分析通常存在的"小样本问题",而且使其特征抽取的速度有了大幅度的提高.本文通过引入著名的"核技巧",将二维最大散度差线性鉴别... 二维最大散度差线性鉴别分析方法不仅有效地避免了在人脸识别中传统的Fisher线性鉴别分析通常存在的"小样本问题",而且使其特征抽取的速度有了大幅度的提高.本文通过引入著名的"核技巧",将二维最大散度差线性鉴别分析扩展到非线性空间,提出了一种新的二维核最大散度差鉴别分析方法.该方法不仅抽取了图像中更加有效的非线性鉴别特征,使正确识别率显著提高,而且为二维非线性鉴别分析提供了一个统一的构架.最后在AR标准人脸库中的实验结果验证了本文算法的有效性. 展开更多
关键词 最大散鉴别分析 核方法 核最大散鉴别分析 人脸识别
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企业差异化优势的构建组合及应用 被引量:1
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作者 沈建文 《新疆财经》 2010年第2期71-74,共4页
本文以迈克尔.波特的差异化战略理论为基础,沿着市场景框和整体产品两个维度,探讨了差异化优势构建的组合,提出了应用差异化优势组合需要把握差异化"度"和持续性。
关键词 企业异化优势定位 组合 应用
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一种基于层次划分聚类的雷达信号分选算法 被引量:12
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作者 何佩佩 唐霜天 匡华星 《现代防御技术》 北大核心 2016年第4期51-55,共5页
近年来,聚类分析在雷达信号分选领域中得到了大量的关注。大部分算法聚类数需要事先人为设定,为了解决这一问题,将基于层次划分的聚类算法应用到雷达信号分选当中。该算法通过数据各个维度的差与对应阈值的比较进行分类,并提出一种基于&... 近年来,聚类分析在雷达信号分选领域中得到了大量的关注。大部分算法聚类数需要事先人为设定,为了解决这一问题,将基于层次划分的聚类算法应用到雷达信号分选当中。该算法通过数据各个维度的差与对应阈值的比较进行分类,并提出一种基于"点对"的平均距离的评价指标来确定最佳聚类,无需人为设定聚类数,可实现自动聚类。仿真实验表明,此算法对参数固定和参数变化的雷达都具有良好的分选能力,分选准确率较高。 展开更多
关键词 雷达信号分选 聚类数 层次划分聚类 维度差 评价指标 自动聚类
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基于倒易晶胞特征增强的图像超分辨算法 被引量:1
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作者 赵丽玲 孙权森 张泽林 《图学学报》 CSCD 北大核心 2017年第4期537-542,共6页
为提高单幅降质图像的分辨率,利用倒易晶胞模型改进了基于样例学习的超分辨算法。首先,在Freeman样例学习超分辨理论框架下,结合倒易晶胞滤波模型增强低分辨率图像特征;然后,将特征增强的低分辨图像与高分辨率图像进行细节对应关系训练... 为提高单幅降质图像的分辨率,利用倒易晶胞模型改进了基于样例学习的超分辨算法。首先,在Freeman样例学习超分辨理论框架下,结合倒易晶胞滤波模型增强低分辨率图像特征;然后,将特征增强的低分辨图像与高分辨率图像进行细节对应关系训练;最后,利用训练好的对应关系实现低分辨图像的超分辨重建。该算法削弱了样例学习算法训练阶段"一对多"的病态问题,有效减小了高、低分辨率图像特征空间内在"维度差"。实验结果表明,与双三次插值、邻域嵌入、样例学习超分辨算法相比,该算法在超分辨重建图像主观视觉质量和峰值信噪比(PSNR)客观评价指标中均优于比较算法。 展开更多
关键词 样例学习 倒易晶胞 维度差 超分辨重建
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基于位平面图像与2DMSLDA的单样本人脸识别 被引量:5
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作者 刘永俊 常晋义 +1 位作者 陈才扣 杨静宇 《计算机工程与应用》 CSCD 北大核心 2010年第15期172-175,共4页
在进行单训练样本人脸识别时,基于每人多个训练样本的传统人脸识别算法效果通常不太理想。尤其是基于Fisher线性鉴别准则的一些方法,由于类内散布矩阵为零矩阵,根本无法进行识别。针对以上问题进行了分析研究,提出了一种新的样本扩充方... 在进行单训练样本人脸识别时,基于每人多个训练样本的传统人脸识别算法效果通常不太理想。尤其是基于Fisher线性鉴别准则的一些方法,由于类内散布矩阵为零矩阵,根本无法进行识别。针对以上问题进行了分析研究,提出了一种新的样本扩充方法,即:采用位平面图像分解法,将每幅样本图像分解为8幅,进而通过各种合成策略构造多幅样本图像。使用一种更加稳定的二维最大散度差线性鉴别分析方法(2DMSLDA)对上面获得的新样本图像进行特征抽取。在ORL国际标准人脸库上进行的实验表明了所提算法的可行性和有效性。 展开更多
关键词 人脸识别 位平面图像 最大散线性鉴别分析 单样本
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一种基于双向2DMSD的人脸识别方法 被引量:2
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作者 杜海顺 张平 张帆 《数据采集与处理》 CSCD 北大核心 2010年第3期369-372,共4页
提出一种基于双向二维最大散度差线性判别分析(Bidirectional 2DMSD)的人脸识别方法。该方法通过在水平和垂直2个方向上顺序执行2次二维最大散度差线性判别分析(2DMSD)运算,将判别特征信息压缩到图像的左上角,大大减少了图像特征的维数... 提出一种基于双向二维最大散度差线性判别分析(Bidirectional 2DMSD)的人脸识别方法。该方法通过在水平和垂直2个方向上顺序执行2次二维最大散度差线性判别分析(2DMSD)运算,将判别特征信息压缩到图像的左上角,大大减少了图像特征的维数;选用二维最小近邻分类法进行分类,计算识别率。在ORL和Yale人脸数据库上的实验结果表明,该方法不仅在识别率上优于最大散度差线性判别分析(MSD),而且在与2DMSD具有相同识别率的情况下,特征维数比2DMSD大大减小,降低了计算复杂度,减少了识别时间,提高了人脸识别效率。 展开更多
关键词 线性判别分析 双向二最大散 人脸识别
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区分性教师效能的结构、功能和局限性 被引量:3
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作者 卢谢峰 韩立敏 《外国教育研究》 CSSCI 北大核心 2006年第3期45-50,共6页
文章在回顾有关教师效能研究的基础上,评介了一种区分性教师效能模型,并且进一步探讨了这种模型对于未来研究和教师评价的发展功能。同时,对区分性模型可能包含的五个维度进行了阐述,它们分别是:教师在课堂内外的活动、学科类型、学生... 文章在回顾有关教师效能研究的基础上,评介了一种区分性教师效能模型,并且进一步探讨了这种模型对于未来研究和教师评价的发展功能。同时,对区分性模型可能包含的五个维度进行了阐述,它们分别是:教师在课堂内外的活动、学科类型、学生背景因素、学生个人特征、文化和组织的教学情境。最后,对区分性模型实践中的困难和解决措施进行了分析。 展开更多
关键词 区分性模型 异性 教师效能 教师评价
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Application of gray-tone difference matrix-based features of pavement macrotexture in skid resistance evaluation 被引量:6
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作者 苗英豪 陈广辉 +1 位作者 王文涛 宫秀青 《Journal of Southeast University(English Edition)》 EI CAS 2015年第3期389-395,共7页
This paper presents a method to characterize asphalt pavement macrotexture using the gray-tone difference matrix (GTDM)and discusses the potentials of the GTDM indicators for skid resistance evaluation.There are 37 ... This paper presents a method to characterize asphalt pavement macrotexture using the gray-tone difference matrix (GTDM)and discusses the potentials of the GTDM indicators for skid resistance evaluation.There are 37 field sites included in the data collection,which cover 6 types of asphalt pavement surfaces. The mean profile depth derived from 3-D macrotexture measurements (MPD3 ) has a significant relationship with the mean texture depth (MTD ),which can be described by a logarithm model with R2 of 0.962.There is no significant linear relationship between the friction coefficient at a speed of 60 km/h (DFT60 )and macrotexture indicators.A nonlinear model with British pendulum number (BPN ) incorporated can relate DFT60 to MTD or indicator fcon .A comparison with MTD shows that GTDM-based fcon has a potential to be a macrotexture indicator for skid resistance evaluation,which describes the general height difference and the average local height difference of pavement macrotexture. A relatively high fcon is helpful for improving asphalt pavement skid resistance. 展开更多
关键词 asphalt pavement 3-dimensional macrotexture skid resistance
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发掘潜在价值 提升综合价值——人文精神的发展路径探析
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作者 陈津 《重庆科技学院学报(社会科学版)》 2010年第8期1-3,共3页
人文精神发展所遭遇的维度差问题,必须通过人类主动价值选择,实现中介维度向终极维度的跨越。在人类价值观念引导下所做出的价值选择如若不能满足人类自身需要,只能被认为是被动的选择,它往往会在人类实际需求与价值观念相违背时成为人... 人文精神发展所遭遇的维度差问题,必须通过人类主动价值选择,实现中介维度向终极维度的跨越。在人类价值观念引导下所做出的价值选择如若不能满足人类自身需要,只能被认为是被动的选择,它往往会在人类实际需求与价值观念相违背时成为人文精神实现的最大障碍。我们既要引导人们形成正确的价值观理念,也要发掘物的潜在价值,促使物的综合价值满足人类的理念需求,确保人类真正的主动选择,实现人文精神的弘扬。 展开更多
关键词 人文精神 维度差 潜在价值 综合价值
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A Family of High_order Accuracy Explicit Difference Schemes for Solving 2-D Parabolic Partial Differential Equation 被引量:4
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作者 任宗修 陈贞忠 王肖凤 《Chinese Quarterly Journal of Mathematics》 CSCD 2002年第3期57-61,共5页
A family of high_order accuracy explicit difference schemes for solving 2_dimension parabolic P.D.E. are constructed. Th e stability condition is r=Δt/Δx 2=Δt/Δy 2【1/2 and the truncation err or is O(Δt 3+Δx... A family of high_order accuracy explicit difference schemes for solving 2_dimension parabolic P.D.E. are constructed. Th e stability condition is r=Δt/Δx 2=Δt/Δy 2【1/2 and the truncation err or is O(Δt 3+Δx 4). 展开更多
关键词 D parabolic P.D.E high_order accuracy explic it difference scheme
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基于循环谱和2DMSD的MIMO雷达信号调制识别
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作者 蒋海荣 张玉 唐波 《火力与指挥控制》 CSCD 北大核心 2014年第6期13-16,共4页
针对多输入多输出(Multiple-InputMultiple-Output,MIMO)雷达信号调制识别存在的问题,提出一种循环谱和二维最大散度差(Two-DimensionalMaximum Scatter Difference,2DMSD)线性判别分析相结合的新方法。首先对典型MIMO雷达信号进行循环... 针对多输入多输出(Multiple-InputMultiple-Output,MIMO)雷达信号调制识别存在的问题,提出一种循环谱和二维最大散度差(Two-DimensionalMaximum Scatter Difference,2DMSD)线性判别分析相结合的新方法。首先对典型MIMO雷达信号进行循环谱变换,在此基础上,利用2DMSD线性判别分析对上述二维图像进行特征提取,最终达到调制识别的目的。仿真结果表明,在低信噪比时,该方法仍然具有较高的识别率。 展开更多
关键词 多输入多输出 雷达信号 调制识别 循环谱 最大散 线性判别分析
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Analysis of Error for a Rotating Strap-down Inertial Navigation System with Fibro Gyro 被引量:6
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作者 奔粤阳 柴永利 +1 位作者 高伟 孙枫 《Journal of Marine Science and Application》 2010年第4期419-424,共6页
The error equation of a rotating inertial navigation system was introduced. The effect of the system's main error source (constant drift of gyro and zero bias of accelerometer) under rotating conditions for the sy... The error equation of a rotating inertial navigation system was introduced. The effect of the system's main error source (constant drift of gyro and zero bias of accelerometer) under rotating conditions for the system was analyzed. Validity of theoretical analysis was shown via simulation, and that provides a theoretical foundation for a rotating strap-down inertial navigation system during actual experimentation and application. 展开更多
关键词 fibro gyro rotating strap-down inertial navigation error analysis
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Development and experimental validation of a one-dimensional dynamic hygrothermal modeling based on air humidity ratio 被引量:1
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作者 郭兴国 陈友明 邓永强 《Journal of Central South University》 SCIE EI CAS 2012年第3期703-708,共6页
A modified one-dimensional transient hygrothermal model for multilayer wall was proposed using air humidity ratio and temperature as the driving potentials.The solution for the governing equations was obtained numeric... A modified one-dimensional transient hygrothermal model for multilayer wall was proposed using air humidity ratio and temperature as the driving potentials.The solution for the governing equations was obtained numerically by implementing the finite-difference scheme.To evaluate the accuracy of the model,a test system was built up to measure relative humidity and temperature within a porous wall and compare with the prediction of the model.The prediction results have good agreement with the experimental results.For the interface close to indoor side,the maximum deviation of temperature between calculated and test data is 1.87 K,and the average deviation is 0.95 K;the maximum deviation of relative humidity is 11.4%,and the average deviation is 5.7%.For the interface close to outdoor side,the maximum deviation of temperature between prediction and measurement is 1.78 K,and the average deviation is 1.1 K;the maximum deviation of relative humidity is 9.9%,and the average deviation is 4.2%. 展开更多
关键词 transient hygrothermal modeling air humidity ratio modified modeling experimental test multilayer wall
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Highly Efficient Lattice Boltzmann Model for Compressible Fluids:Two-Dimensional Case 被引量:2
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作者 CHEN Feng XU Ai-Guo +3 位作者 ZHANG Guang-Cai GAN Yan-Biao CHENG Tao LI Ying-Jun 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第10期681-693,共13页
We present a highly efficient lattice Boltzmann model for simulating compressible flows. This model is based on the combination of an appropriate finite difference scheme, a 16-discrete-velocity model [Kataoka and Tsu... We present a highly efficient lattice Boltzmann model for simulating compressible flows. This model is based on the combination of an appropriate finite difference scheme, a 16-discrete-velocity model [Kataoka and Tsutahara, Phys. Rev. E 69 (2004) 035701(R)] and reasonable dispersion and dissipation terms. The dispersion term effectively reduces the oscillation at the discontinuity and enhances numerical precision. The dissipation term makes the new model more easily meet with the yon Neumann stability condition. This model works for both high-speed and low-speed flows with arbitrary specific-heat-ratio. With the new model simulation results for the well-known benchmark problems get a high accuracy compared with the analytic or experimental ones. The used benchmark tests include (i) Shock tubes such as the Sod, Lax, Sjogreen, Colella explosion wave, and collision of two strong shocks, (ii) Regular and Mach shock reflections, and (iii) Shock wave reaction on cylindrical bubble problems. With a more realistic equation of state or free-energy functional, the new model has the potential tostudy the complex procedure of shock wave reaction on porous materials. 展开更多
关键词 lattice Boltzmann method compressible flows specific-heat-ratio von Neumann stability analysis
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Numerical Simulation of Nonlinear Wave Force on a Quasi-ellipse Caisson 被引量:4
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作者 YongxueWang Xiaozhong Ren GuoyuWang 《Journal of Marine Science and Application》 2011年第3期265-271,共7页
A three dimensional numerical model of nonlinear wave action on a quasi-ellipse caisson in a time domain was developed in this paper. Navier-Stokes equations were solved by the finite difference method, and the volume... A three dimensional numerical model of nonlinear wave action on a quasi-ellipse caisson in a time domain was developed in this paper. Navier-Stokes equations were solved by the finite difference method, and the volume of fluid (VOF) method was employed to trace the free surface. The partial cell method was used to deal with the irregular boundary typical of this type of problem during first-time wave interaction with the structure, and a satisfactory result was obtained. The numerical model was verified and used to investigate the effects of the relative wave height H/d, relative caisson width kD, and relative length-width ratio B/D on the wave forces of the quasi-ellipse caisson. It was shown that the relative wave height H/d has a significant effect on the wave forces of the caisson. Compared with the non-dimensional inline wave force, the relative length-width ratio BID was shown to have significant influence on the non-dimensional transverse wave force. 展开更多
关键词 quasi-ellipse caisson wave force VOF method partial cell method
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Three-dimensional crustal velocity structure and activity characteristics of the Madoi Ms7.4 earthquake in 2021
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作者 Ma Yong Zhang Hai-Jiang +1 位作者 Gao Lei and Chen Zhi-Gang 《Applied Geophysics》 SCIE CSCD 2022年第4期590-602,605,共14页
In this paper,using natural earthquake P-wave arrival time data recorded by the seismic network in the surrounding area of Madoi,the three-dimensional fine P-wave crustal velocity structure at depths above 60 km in th... In this paper,using natural earthquake P-wave arrival time data recorded by the seismic network in the surrounding area of Madoi,the three-dimensional fine P-wave crustal velocity structure at depths above 60 km in the epicenter of the Madoi Ms7.4 earthquake was inverted using the double-difference seismic tomography method.On the basis of the relocation of the source of the aftershock sequence,we summarized the strip-shaped distribution characteristics along the strike of the Jiangcuo fault,revealing the significant heterogeneity of the crustal velocity structure in the source area.Research has found that most of the Madoi Ms7.4 aftershocks were located in the weak area of the high-speed anomaly in the upper crust.The focal depth changed with the velocity structure,showing obvious fluctuation and segmentation characteristics.There was a good correspondence between the spatial distribution and the velocity structure.The high-velocity bodies of the upper crust in the hypocenter area provided a medium environment for earthquake rupture,the low-velocity bodies of the middle crust formed the deep material,and the migration channel and the undulating shape of the high-speed body in the lower crust corroborated the strong pushing action in the region.The results confirmed that under the continuous promotion of tectonic stress in the Madoi area,the high-speed body of the Jiangcuo fault blocked the migration of weak materials in the middle crust.When the stress accumulation exceeded the limit,the Madoi Ms7.4 earthquake occurred.Meanwhile,the nonuniform velocity structure near the fault plane determined the location of the main shock and the spatiotemporal distribution of the aftershock sequence. 展开更多
关键词 Madoi Ms7.4 earthquake double-difference tomography 3D velocity structure seismic activity characteristics
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A Class of Two-level High-order Accuracy Explicit Difference Scheme for Solving 3-D Parabolic Partial Differential Equation
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作者 WANG Tong-ke,MA Ming-shu,REN Zong-xiu (College of Mathematics and Information Science, Henan Normal University,Xinxiang 453002,China) 《Chinese Quarterly Journal of Mathematics》 CSCD 2003年第1期17-20,共4页
A class of two-level high-order accuracy explicit difference scheme for solving 3-D parabolic P.D.E is constructed. Its truncation error is (Δt2+Δx4) and the stability condition is r=Δt/Δx2=Δt/Δy2=Δt/Δz2≤1/6.
关键词 D parabolic P.E.E. explicit difference scheme truncation error
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Estimate of NO_X production in the lightning channel based on three-dimensional lightning locating system 被引量:4
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作者 ZHANG Rong ZHANG GuangShu +4 位作者 LI YaJun WANG YanHui WU Bin YU Hai LIU YanXiu 《Science China Earth Sciences》 SCIE EI CAS 2014年第7期1613-1625,共13页
Based on the VHF lightning locating system,a three-dimensional-space cell-gridded approach is used to extract the lighting channel and calculate the length of the channel.Through clustering of the located radiation so... Based on the VHF lightning locating system,a three-dimensional-space cell-gridded approach is used to extract the lighting channel and calculate the length of the channel.Through clustering of the located radiation sources and then extracting the lightning channel,it can accurately obtain the length of the channel.To validate the feasibility of the approach,a simulation experiment is designed,and it shows the length error is no more than 10%.The relationship between the NO production of per unit arc length and atmospheric pressure obtained in laboratory is applied to the NOX production of per unit flash length at different altitudes in this paper.The channel length and the NOX production of 11 negative cloud-to-ground flashes and 59 intracloud flashes in an isolated thunderstorm in the northeastern Qinghai-Tibet Plateau are calculated.The results show that the average channel lengths of per cloud-to-ground and intracloud flash are 28.9 and 22.3 km respectively;the average NOX productions of per cloud-to-ground and intracloud flash are 1.89×1025 and 0.42×1025 molecules,respectively. 展开更多
关键词 lightning-produced nitrogen oxides lightning channel VHF radiation source location cell-gridded
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The efect of ghost forces for a quasicontinuum method in three dimension
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作者 CUI Long MING PingBing 《Science China Mathematics》 SCIE 2013年第12期2571-2589,共19页
We study the effect of "ghost forces" for a quasicontinuum method in three dimension with a planar interface. "Ghost forces" are the inconsistency of the quasicontinuum method across the interface between the atom... We study the effect of "ghost forces" for a quasicontinuum method in three dimension with a planar interface. "Ghost forces" are the inconsistency of the quasicontinuum method across the interface between the atomistic region and the continuum region. Numerical results suggest that "ghost forces" may lead to a negilible error on the solution, while lead to a finite size error on the gradient of the solution. The error has a layer-like profile, and the interfacial layer width is of O(ε). The error in certain component of the displacement gradient decays algebraically from O(1) to O(ε) away from the interface. A surrogate model is proposed and analyzed, which suggests the same scenario for the effect of "ghost forces". Our analysis is based on the explicit solution of the surrogate model. 展开更多
关键词 quasicontinuum method atomistic-to-continuum ghost force
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