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多载波垂直分层空时系统的移不变性编码及其解码 被引量:1
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作者 吴晓军 李星 +1 位作者 王继龙 王常吉 《电子与信息学报》 EI CSCD 北大核心 2005年第5期673-678,共6页
该文将多载波(MultiCarrier,MC)技术引入垂直型贝尔实验室分层空时(Vertical Bell Labs lAyered Space-Time,V-BLAST)结构,所形成的MC V-BLAST系统能更好地利用宽带移动无线多媒体通信条件下频率选择性所产生的频域分集能力。该文着重研... 该文将多载波(MultiCarrier,MC)技术引入垂直型贝尔实验室分层空时(Vertical Bell Labs lAyered Space-Time,V-BLAST)结构,所形成的MC V-BLAST系统能更好地利用宽带移动无线多媒体通信条件下频率选择性所产生的频域分集能力。该文着重研究MC V-BLAST系统在下行频率选择性衰落环境中的解码问题。该文首先为MC V-BLAST系统提出了一种新颖的移不变性编码方法。利用上述移不变性性质,该文进一步为MC V-BLAST系统提出了一种无需了解信道状态信息(Channel State Information,CSI)的解码算法。仿真结果表明了该文新颖移不变性编码方法的有效性和解码算法的性能。 展开更多
关键词 多载波 垂直型贝尔实验室分层空时结构 频率选择性衰落 解码算法 变性编码
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基于小波包子带分解回声对消移不变性的研究
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作者 朱燕娜 王永德 《四川大学学报(自然科学版)》 CAS CSCD 北大核心 1998年第6期881-887,共7页
在自适应回声对消中应用多分辨率分析———对信号进行小波包子带分解后实行自适应对消,可以极大地降低计算复杂性.但若对信号进行的是正交分解(用Daubechies小波),过程不具移不变性.为使过程具近似移不变性,作者由D... 在自适应回声对消中应用多分辨率分析———对信号进行小波包子带分解后实行自适应对消,可以极大地降低计算复杂性.但若对信号进行的是正交分解(用Daubechies小波),过程不具移不变性.为使过程具近似移不变性,作者由Daubechies小波基(D20)开始,通过修正尺度函数,再由双尺度方程得到小波基,使小波基近似移不变,同时还考虑了修正后滤波器的完美重构问题,并讨论了移不变性和完美重构之间的关系. 展开更多
关键词 子带分解 变性 小波包分解 自适应回声对消
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Microstructural evolution and deformation mechanisms of superplastic aluminium alloys:A review
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作者 Guo-tong ZOU Shi-jie CHEN +3 位作者 Ya-qi XU Bao-kun SHEN Yu-jia ZHANG Ling-ying YE 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2024年第10期3069-3092,共24页
Aluminium alloy is one of the earliest and most widely used superplastic materials.The objective of this work is to review the scientific advances in superplastic Al alloys.Particularly,the emphasis is placed on the m... Aluminium alloy is one of the earliest and most widely used superplastic materials.The objective of this work is to review the scientific advances in superplastic Al alloys.Particularly,the emphasis is placed on the microstructural evolution and deformation mechanisms of Al alloys during superplastic deformation.The evolution of grain structure,texture,secondary phase,and cavities during superplastic flow in typical superplastic Al alloys is discussed in detail.The quantitative evaluation of different deformation mechanisms based on the focus ion beam(FIB)-assisted surface study provides new insights into the superplasticity of Al alloys.The main features,such as grain boundary sliding,intragranular dislocation slip,and diffusion creep can be observed intuitively and analyzed quantitatively.This study provides some reference for the research of superplastic deformation mechanism and the development of superplastic Al alloys. 展开更多
关键词 uminium alloys SUPERPLASTICITY superplastic deformation mechanism grain boundary sliding micro-structural evolution
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一种基于冗余小波变换的快速运动估计算法 被引量:4
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作者 于明 苗艳华 常建刚 《计算机应用》 CSCD 北大核心 2008年第4期976-978,共3页
由于冗余小波变换克服了离散小波变换的移变性,在冗余小波域进行运动估计可以达到很好的效果,其缺点是算法的时间复杂度过高。在分析视频序列的运动特性和已有的运动估计算法的基础上,提出一种快速的基于冗余小波变换的运动估计算法。... 由于冗余小波变换克服了离散小波变换的移变性,在冗余小波域进行运动估计可以达到很好的效果,其缺点是算法的时间复杂度过高。在分析视频序列的运动特性和已有的运动估计算法的基础上,提出一种快速的基于冗余小波变换的运动估计算法。在冗余小波域提取潜在运动区域并对图像块的运动剧烈程度进行划分,在此基础上对不同类型的图像块采取不同的搜索策略,从而减少了运动估计中不必要的搜索。实验结果表明,该方法较经典的基于冗余小波变换的运动估计算法在时间复杂度方面具有优势。 展开更多
关键词 冗余小波变换 运动估计 移变性
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图像法识别运动目标技术 被引量:9
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作者 张根耀 赵西卿 朱菁 《陕西师范大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期87-90,共4页
讨论了图像法识别物体运动参数的基本原理和过程.通过分析,比较了每一个子过程中采用的图像处理方法的优劣,指出了图像法识别运动物体在目前存在的主要问题是目标样本库太大以及线性成像系统带来的对原始输入信号的干扰,影响了对运动目... 讨论了图像法识别物体运动参数的基本原理和过程.通过分析,比较了每一个子过程中采用的图像处理方法的优劣,指出了图像法识别运动物体在目前存在的主要问题是目标样本库太大以及线性成像系统带来的对原始输入信号的干扰,影响了对运动目标的实时响应处理和智能化识别. 展开更多
关键词 线性系统 变性 滤波 边缘提取 特征向量
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轴移不变性的发展及其在锁模腔设计中的应用
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作者 张晓华 张光寅 +1 位作者 张骥 汤秀章 《中国激光》 EI CAS CSCD 北大核心 2007年第6期748-750,共3页
运用传播圆-变换圆图解分析方法,在轴移不变性的基础上发展并理论推导了轴移→旋转→轴移变换的关系,丰富了轴移不变性的内容。通过传播圆-变换圆图解分析,指出五镜腔为非对称腔;并根据轴移不变性的轴移→旋转→轴移变换原理,提出了将... 运用传播圆-变换圆图解分析方法,在轴移不变性的基础上发展并理论推导了轴移→旋转→轴移变换的关系,丰富了轴移不变性的内容。通过传播圆-变换圆图解分析,指出五镜腔为非对称腔;并根据轴移不变性的轴移→旋转→轴移变换原理,提出了将其谐振腔改进为近对称腔的设计方案,从而使其性能更加优越,运转更加稳定。 展开更多
关键词 激光器 变性 传播圆-变换圆 →旋转→轴变换
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MC V-BLAST系统的MIMO信道盲估计
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作者 吴晓军 李星 王继龙 《电子学报》 EI CAS CSCD 北大核心 2005年第8期1411-1415,共5页
本文研究多载波垂直分层空时(MCV-BLAST)系统的下行频率选择性衰落多输入多输出(MIMO)无线信道估计问题.本文首先为MCV-BLAST系统提出了一种新颖的移不变性编码方法.利用上述移不变性性质,本文进一步提出了相应的下行频率选择性衰落MIM... 本文研究多载波垂直分层空时(MCV-BLAST)系统的下行频率选择性衰落多输入多输出(MIMO)无线信道估计问题.本文首先为MCV-BLAST系统提出了一种新颖的移不变性编码方法.利用上述移不变性性质,本文进一步提出了相应的下行频率选择性衰落MIMO无线信道的盲估计方法.仿真结果表明了本文移不变性编码方法的有效性和信道盲估计方法的性能. 展开更多
关键词 垂直型贝尔实验室分层空时结构 多载波 频率选择性衰落 信道盲估计 变性编码
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基于自相关函数建模的小波域SAR图像去斑方法
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作者 王文 芮国胜 王晓东 《雷达科学与技术》 2006年第2期85-88,103,共5页
合成孔径雷达(SAR)图像的小波系数间存在重要的相关性,通过对这种相关性的精确建模可以改善图像的去斑效果。提出了一种新的基于自相关函数建模的小波域SAR图像去斑方法。首先对原始SAR图像进行对数变换,再用可控金字塔作多尺度和多方... 合成孔径雷达(SAR)图像的小波系数间存在重要的相关性,通过对这种相关性的精确建模可以改善图像的去斑效果。提出了一种新的基于自相关函数建模的小波域SAR图像去斑方法。首先对原始SAR图像进行对数变换,再用可控金字塔作多尺度和多方向分解,分别对图像和噪声系数的自相关函数精确建模,并在图像自相关函数中引入方向性解析式,再利用维纳滤波得到去噪后的小波对数图像,最后经指数变换得到去斑后的SAR图像。对合成图像和实际SAR图像的去斑实验表明,该方法较其他经典方法的去斑效果要好。 展开更多
关键词 可控金字塔 变性 自相关函数 方向性 建模
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梅花形采样离散小波框架图像融合算法 被引量:22
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作者 杨波 敬忠良 《自动化学报》 EI CSCD 北大核心 2010年第1期12-22,共11页
提出一种新的基于梅花形采样离散小波框架的图像融合算法.首先论证多维完全重构滤波器组采样矩阵的可替换性,由此推导出梅花形采样离散小波框架并分析其特性;然后将该框架应用到多尺度图像融合方案得到一种低冗余近似移不变的融合算法;... 提出一种新的基于梅花形采样离散小波框架的图像融合算法.首先论证多维完全重构滤波器组采样矩阵的可替换性,由此推导出梅花形采样离散小波框架并分析其特性;然后将该框架应用到多尺度图像融合方案得到一种低冗余近似移不变的融合算法;最后对融合算法进行实验分析并与已有算法比较.实验结果表明本文算法可以快速获取高质量的融合图像. 展开更多
关键词 图像融合 小波 框架 滤波器组 梅花形采样 变性
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Novel forward mode AC/AC converters with high frequency link 被引量:1
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作者 李磊 陈道炼 胡育文 《Journal of Southeast University(English Edition)》 EI CAS 2003年第3期246-249,共4页
A circuit configuration and a circuit topologic family of the novel forward mode AC/AC converters with high frequency link are presented. The circuit configuration is constituted of input cycloconverter, high frequenc... A circuit configuration and a circuit topologic family of the novel forward mode AC/AC converters with high frequency link are presented. The circuit configuration is constituted of input cycloconverter, high frequency transformer, output cycloconverter, input and output filters. The circuit topologic family includes eight circuit topologies, such as full-bridge-full-wave mode, etc. The bi-polarity phase-shifted control strategy and steady principles are thoroughly investigated. The output characteristics are obtained. By using the bi-polarity phase-shifted control strategy with phase-shifted control between the output cycloconveter and the input cycloconverter, commutation overlap period of the output cycloconverter, and polarity selection of the output filtering inductance current and the input voltage, the leakage inductance energy and the output filtering inductance current are naturally commutated, and surge voltage and surge current of the cycloconverters are overcome. The converters have such advantages as simple topology, two-stage power conversions(LFAC/HFAC/LFAC), bi-directional power flow, high frequency electrical isolation, good output waveforms, and strong ability to stabilize voltage. The converters lay key technical foundation on a new-type of regulated sinusoidal AC power supplies and electronic transformers. The correction and advancement of the converters are well verified by a principle test. 展开更多
关键词 forward mode high frequency link AC/AC converter bi-polarity phase-shifted control CYCLOCONVERTER
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APPLICATION OF 2-D MOIRE INTERFEROMETRYOF STICKING FILM IN HUMAN TIBIA MEASUREMENT
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作者 张桂琴 羡若凯 《Transactions of Tianjin University》 EI CAS 1999年第1期68-71,共4页
This paper makes use of the method of testing and measuring the human body tibia by using2-D moire interferometry of sticking film. hased on the J'--y direction moire patterns recorded synchronously by 2-D optical... This paper makes use of the method of testing and measuring the human body tibia by using2-D moire interferometry of sticking film. hased on the J'--y direction moire patterns recorded synchronously by 2-D optical path,the elastic constant,strain and displacement of the tibia are measured.Compared with the electric measuring method the error is samll and the sensitivity is high. 展开更多
关键词 2-D moire interferometry of sticking film elastic constant strain and displacement
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Transition after pediatric liver transplantation-Perceptions of adults, adolescents and parents 被引量:2
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作者 Norman Junge Katarina Migal +1 位作者 Imeke Goldschmidt Ulrich Baumann 《World Journal of Gastroenterology》 SCIE CAS 2017年第13期2365-2375,共11页
AIM To develop a locally adapted, patient-focused transitionprogram, we evaluated the perceptions of adult and adolescent patients and parents regarding transitionprograms and transfer.METHODS We evaluated these perce... AIM To develop a locally adapted, patient-focused transitionprogram, we evaluated the perceptions of adult and adolescent patients and parents regarding transitionprograms and transfer.METHODS We evaluated these perceptions by analyzing the responses of pre-transfer adolescents(n = 57), their parents(n = 57) and post-transfer adults(n = 138) from a cohort of pediatric-liver-transplant-patients using a self-designed questionnaire. Furthermore, we compared a responder group with a non-responder group as well as the provided answers with baseline characteristics and clinical outcomes to exclude selection bias, characterize high-risk patients for nonadherence and test for gender differences. Included in our study were all pre-transfer liver transplant and combined liver-kidney transplant recipients aged 11-19 currently under our care and their parents, as well as all post-transfer liver transplant and combined liverkidney transplant recipients aged ≥ 17 years who had received a liver transplant and were treated at our center during childhood.RESULTS Fifty-seven(24 female) pre-transfer patients who received a transplant in the previous 8-186 mo(mean 93.9 mo, median 92 mo, SD 53.8 mo) and 138(57 female) post-transfer patients who received a transplant in the preceding 2-29 years(mean 15.6 years, median 17, SD 6.90) met the inclusion criteria. A total of 67% of pre-transfer patients(71% of female; 64% of male; P = 0.78) and their parents replied. Additionally, 54% of post-transfer patients(26% of female; 48% of male; P = 0.01) replied. No differences in clinical outcomes were observed between the responder and non-responder groups, and responses did not differ significantly based on clinical complication rates, although they did differ based on gender and the location of medical follow-up after transfer. Adolescents were generally ambivalent toward transition programs. However, adults strongly supported transition programs. CONCLUSION Transition programs need to be developed in close collaboration with adolescents. The best clinical practices regarding transition should respect local circumstances, gender and the location of post-transfer medical follow-up. 展开更多
关键词 Pediatric liver transplant TRANSFER TRANSITION NON-ADHERENCE Gender differences
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Antibacterial activity of nanostructured Ti-45S5 bioglass-Ag composite against Streptococcus mutans and Staphylococcus aureus 被引量:2
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作者 K.JURCZYK M.M.KUBICKA +5 位作者 M.RATAJCZAK M.U.JURCZYK K.NIESPODZIANA D.M.NOWAK M.GAJECKA M.JURCZYK 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第1期118-125,共8页
Mechanical alloying and annealing at 1150 °C for 2 h under an argon atmosphere were used to prepare Ti-45S5 bioglass nanocomposites. Ti-45S5 bioglass material was chemically modified by silver. The antibacterial ... Mechanical alloying and annealing at 1150 °C for 2 h under an argon atmosphere were used to prepare Ti-45S5 bioglass nanocomposites. Ti-45S5 bioglass material was chemically modified by silver. The antibacterial activity of Ti-10% 45S5 bioglass nanocomposite containing silver against Streptococcus mutans and Staphylococcus aureus was studied. Nanocomposites were characterized by X-ray diffraction, scanning electron microscopy equipped with an electron energy dispersive spectrometer and transmission electron microscopy to evaluate phase composition, crystal structure and grain size. In vitro bacterial adhesion study indicated a significantly reduced number of Streptococcus mutans and Staphylococcus aureus on the bulk nanostructured Ti-45S5 bioglass-Ag plate surface in comparison to that on microcrystalline Ti plate surface. Nanostructured Ti-based biomaterials can be considered to be the future generation of dental implants. 展开更多
关键词 45S5 bioglass antimicrobial activity SILVER TITANIUM dental implant Streptococcus mutans Staphylococcus aureus
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Numerical Simulation for Progressive Collapse of Continuous Girder Bridge Subjected to Ship Impact 被引量:3
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作者 田力 黄飞 《Transactions of Tianjin University》 EI CAS 2014年第4期250-256,共7页
The three-stage simulation method based on LS-DYNA was introduced in this study to simulate the progressive collapse of a continuous girder bridge after a ship-bridge collision. The pile-soil dynamic interaction and t... The three-stage simulation method based on LS-DYNA was introduced in this study to simulate the progressive collapse of a continuous girder bridge after a ship-bridge collision. The pile-soil dynamic interaction and the initial stress and deformation of the whole bridge before the collision were considered. By analyzing the damage, deformation, stress distribution and collapse process of the whole bridge, the results show that the displacement response of the cap beam lags behind the pile cap. The response order of the whole bridge's components depends on their distances from the collision region. The plastic deformation of soil around piles has a positive effect on delaying the further increase in the displacement of piles. The impacted pier's losing stability and its superstructure's excessive deformation are the main reasons leading to the progressive collapse of the continuous girder bridge. 展开更多
关键词 numerical simulation progressive collapse ship-bridge collision continuous girder bridge pile-soil interaction
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Sediment Load of Asian Rivers flowing into the Oceans and their Regional Variation
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作者 刘曙光 郑永来 +1 位作者 诸葛正技 李从先 《Marine Science Bulletin》 CAS 2002年第1期61-70,共10页
Study of the major Asian rivers discharge to the ocean reveals variations of their water discharges and sediment loads, and local characteristics of river sediment concentrations. On the basis of this, the Asian river... Study of the major Asian rivers discharge to the ocean reveals variations of their water discharges and sediment loads, and local characteristics of river sediment concentrations. On the basis of this, the Asian rivers fall into three regions, including Eurasia Arctic, East Asia, Southeast and South Asia Regions. The Eurasia Arctic Region is characterized by the lowest sediment concentration and load, while the East Asia Region is of the highest sediment concentration and higher sediment load, and the South-East and South Asia Region yields higher sediment concentration and highest sediment load.The sediment loads of these regions are mainly controlled by climate, geomorphology and tectonic activity. The Eurasia Arctic rivers with large basin areas and water discharge, drain low relief which consists of tundra sediment, thus causing the lowest sediment load. The East Asia rivers with small basin areas and lowest water discharges, drain extensive loess plateau, and transport most erodible loess material, which results in highest sediment concentration. The SE and South Asia rivers originating from the Tibet Plateau have large basin areas and the largest water discharges because of the Summer Monsoon and high rainfall influence, causing the highest sediment load.In Asia, tectonic motion of the Tibet Plateau plays an important role. Those large rivers originating from the Tibet Plateau transport about 50% of the world river sediment load to ocean annually, forming large estuaries and deltas, and consequently exerting a great influence on sedimentation in the coastal zone and shelves. 展开更多
关键词 ASIA river flowing into the ocean sediment load water discharge
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Creep and Shrinkage Effects on the Bond-Slip Characteristics and Ultimate Strength of Composite Slabs
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作者 Alireza Gholamhoseini Ian Gilbert Mark Bradford 《Journal of Civil Engineering and Architecture》 2014年第9期1085-1097,共13页
Composite one-way concrete slabs with profiled steel sheeting as permanent formwork are commonly used in the construction industry. The steel sheeting supports the wet concrete of a cast-in-situ reinforced or post-ten... Composite one-way concrete slabs with profiled steel sheeting as permanent formwork are commonly used in the construction industry. The steel sheeting supports the wet concrete of a cast-in-situ reinforced or post-tensioned concrete slab and, after the concrete sets, acts as external reinforcement. In this type of slab, longitudinal shear failure between the concrete and the steel sheeting is the most common type of failure at the ultimate load stage. Design codes require the experimental evaluation of the longitudinal shear capacity of each type of steel decking using full-scale tests. This paper presents the results of the short-term testing up to failure of two types of profiled steel decking that are commonly used in the construction industry in Australia. Fourteen full-scale, simply-supported slabs were tested in four-point bending with shear spans of either span/4 or span/6. Four slabs were tested at age of 28 days and the other 10 slabs were subjected to drying shrinkage and various levels of sustained loads for a period of at least 6 months prior to testing to failure. The effects of creep and drying shrinkage on the load carrying capacity and deformation of the slabs at ultimate loads are presented and discussed. The bond-slip relationship of each slab is determined from the test data and the values of maximum longitudinal shear stress calculated using different methods are described and compared. 展开更多
关键词 Composite slabs creep and shrinkage longitudinal shear stress partial interaction profiled steel sheeting.
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MINING INDUCED INFLUENCE ON THE ROADWAYS IN WEAK SURROUNDING ROCK AND ITS CONTROLLING MEASURES
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作者 陆士良 王悦汉 《Journal of China University of Mining and Technology》 1991年第1期11-19,共9页
The application of destressing method can change the distribution patterns of the stress field in the weak rock surrounding openings. locate the openings in the zone of low stress level, thus improve their loading and... The application of destressing method can change the distribution patterns of the stress field in the weak rock surrounding openings. locate the openings in the zone of low stress level, thus improve their loading and maintaining conditions. Such method is considered as a new way of opening maintenance in weak rock and has caused extensive interests in mining industry both at home and abroad. The results of theoretic research and lab experiments of utilizing top-destressing trough to maintain the opening affected by mining activities in weak rock, as well as its practical application in a coal mine are introduced in this paper. The research results indicate that the deformation and floor heaving of the opening in weak rock can be effectively controlled, and long-term stability of the opening can be realized by applying destressing method as long as the destressing plan and concerned parameters are carefully determined. 展开更多
关键词 ROADWAY weak rock DESTRESSING DEFORMATION STABILITY
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A Locking-free Nonconforming Finite Element for Planar Linear Elasticity 被引量:1
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作者 ZHA O Zhong-jian ZHANG Guan-yu CHEN Shao-chun 《Chinese Quarterly Journal of Mathematics》 CSCD 2009年第2期211-218,共8页
We propose a locking-free nonconforming finite element method to solve for the displacement variation in the pure displacement boundary value problem of planar linear elasticity. The method proposed in this paper is r... We propose a locking-free nonconforming finite element method to solve for the displacement variation in the pure displacement boundary value problem of planar linear elasticity. The method proposed in this paper is robust and optimal, in the sense that the convergence estimate in the energy is independent of the Lame parameter λ. 展开更多
关键词 nonconforming finite element method planar elasticity the optimal error estimates
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APPLICATION OF SOME MECHANICAL CONCEPTS TO STRUCTURAL GEOLOGY
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作者 WU Hongling and WANG Wei (Institute of Geomechanics, CAGS, Beijing 100081, China) 《Geotectonica et Metallogenia》 2003年第1期120-129,共10页
This paper discusses some mechanical concepts that have been largely applied to structural geology and tectonics, and addresses the problems and misunderstandings in use of these mechanical terms. The purpose is to st... This paper discusses some mechanical concepts that have been largely applied to structural geology and tectonics, and addresses the problems and misunderstandings in use of these mechanical terms. The purpose is to stimulate the interests for structural geologists in using the mechanical principles and methods correctly to solve the geodynamic problems. 展开更多
关键词 dynamics KINEMATICS STRESS STRAIN ELASTICITY PLASTICITY viscosity.
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KRAS mutation testing in metastatic colorectal cancer 被引量:19
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作者 Cong Tan Xiang Du 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第37期5171-5180,共10页
The KRAS oncogene is mutated in approximately 35%-45% of colorectal cancers, and KRAS mutational status testing has been highlighted in recent years. The most frequent mutations in this gene, point substitutions in co... The KRAS oncogene is mutated in approximately 35%-45% of colorectal cancers, and KRAS mutational status testing has been highlighted in recent years. The most frequent mutations in this gene, point substitutions in codons 12 and 13, were validated as negative predictors of response to anti-epidermal growth factor receptor antibodies. Therefore, determining the KRAS mutational status of tumor samples has become an essential tool for managing patients with colorectal cancers. Currently, a variety of detection methods have been established to analyze the mutation status in the key regions of the KRAS gene; however, several challenges remain related to standardized and uniform testing, including the selection of tumor samples, tumor sample processing and optimal testing methods. Moreover, new testing strategies, in combination with the mutation analysis of BRAF , PIK3CA and loss of PTEN proposed by many researchers and pathologists, should be promoted. In addition, we recommend that microsatellite instability, a prognostic factor, be added to the abovementioned concomitant analysis. This review provides an overview of KRAS biology and the recent advances in KRAS mutation testing. This review also addresses other aspects of status testing for determining the appropriate treatment and offers insight into the potential drawbacks of mutational testing. 展开更多
关键词 KRAS Epidermal growth factor receptor Metastatic colorectal cancer Testing status BIOMARKER
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