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Proposal of Landscape Space Transfer Index and Changes of Landscape Area Based on Transfer Matrix——With Yutian County in Xinjiang as a Study Case
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作者 贺凌云 海米提.依米提 蔡永革 《Journal of Landscape Research》 2010年第7期26-29,共4页
The most significant changes of landscape in a certain period are landscape area changes and spatial changes of landscape patches.Based on transfer matrix and total amount change of landscape area,landscape space tran... The most significant changes of landscape in a certain period are landscape area changes and spatial changes of landscape patches.Based on transfer matrix and total amount change of landscape area,landscape space transfer index and landscape area change index were established,and then applied to analyze plain oasis and desert in Yutian County,Xinjiang Uyghur Nationality Autonomous Region,the results showed that landscape space transfer in this region was drastic,but total landscape area changed only slightly,thus space transfer index was much higher than area change index,which indicated that landscapes in arid area were given with particular spatial undulant features and sensitivity,while man-made landscapes(artificial oasis) are stable and expanding to some extent.With landscape space transfer index as the comprehensive indicator,space transfer intensity of landscape within a certain period can be demonstrated,which is favorable for the comparison of landscape change intensity among different types and within different periods,in addition,some macroscopic change features of landscapes can also be reflected by comprehensively analyzing landscape space transfer index and landscape area change index. 展开更多
关键词 ARID area LANDSCAPE space transfer INDEX Area change INDEX
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Insights into transferal to fractal space modeling:delayed forced Helmholtz-Duffing oscillator with the non-perturbative approach
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作者 Yusry O El-Dib 《Communications in Theoretical Physics》 2025年第1期11-22,共12页
The damped Helmholtz-Duffing oscillator is a topic of great interest in many different fields of study due to its complex dynamics.By transitioning from conventional continuous differential equations to their fractal ... The damped Helmholtz-Duffing oscillator is a topic of great interest in many different fields of study due to its complex dynamics.By transitioning from conventional continuous differential equations to their fractal counterparts,one gains insights into the system's response under new mathematical frameworks.This paper presents a novel method for converting standard continuous differential equations into their fractal equivalents.This conversion occurs after the nonlinear system is transformed into its linear equivalent.Numerical analyses show that there are several resonance sites in the fractal system,which differ from the one resonance point found in the continuous system.One important finding is that the fractal system loses some of its stabilizing power when decaying behavior is transformed into a diffuse pattern.Interestingly,a decrease in the fractal order in resonance settings shows a stabilizing impact,highlighting the dynamics'complexity inside fractal systems.This endeavor to convert to fractals is a revolutionary technique that is being employed for the first time. 展开更多
关键词 nonlinear oscillations Helmholtz-Duffing oscillator forced with delay effect non-perturbative methodology stability outlines new perspectives on transferal to fractal space modeling
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Design,fabrication and characterization of dual-channel real space transfer transistor
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作者 Weilian GUO Shilin ZHANG Xin YU 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2009年第2期234-238,共5页
In this paper,using aδ-doping dual-channel structure and GaAs substrate,a real space transfer transistor(RSTT)is designed and fabricated successfully.It has the standardΛ-shaped negative resistance I-V characteristi... In this paper,using aδ-doping dual-channel structure and GaAs substrate,a real space transfer transistor(RSTT)is designed and fabricated successfully.It has the standardΛ-shaped negative resistance I-V characteristics as well as a level and smooth valley region that the conventional RSTT has.The negative resistance parameters can be varied by changing gate voltage(VGS).For example,the PVCR varies from 2.1 to 10.6 while VGS changes from 0.6 V to 1.0 V.The transconductance for IP(ΔIP=ΔVGS)is 0.3 mS.The parameters of VP,VV and threshold gate voltage(VT)for negative resistance characteristics arising are all smaller than the value reported in the literature.Therefore,this device is suitable for low dissipation power application. 展开更多
关键词 real space transfer transistor(RSTT) high speed compound three terminal function device three terminal negative resistance device hot electron device electron transfer device
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Study on effect of heat transfer space non-uniformity of combustion chamber components on in-cylinder NOx emission formation in internal combustion engine
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作者 吕继祖 白敏丽 周龙 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2011年第4期56-62,共7页
The components of combustion chamber (cylinder head-cylinder liner-piston assembly-oil film) were taken as a coupled body.Based on the three-dimensional heat transfer numerical simulation of the coupled body,a coupled... The components of combustion chamber (cylinder head-cylinder liner-piston assembly-oil film) were taken as a coupled body.Based on the three-dimensional heat transfer numerical simulation of the coupled body,a coupled three-dimensional calculation model for in-cylinder working process and the combustion chamber components was built with domain decomposition and boundary coupled method,which implements the coupled three-dimensional simulation of in-cylinder working process and the combustion chamber components.The model was applied in the influence investigation of the space non-uniformity in heat transfer among combustion chamber components on the generation of in-cylinder emissions:NOx.The results showed that the heat transfer space non-uniformity of combustion chamber components directly influences the formation of in-cylinder NOx.The main area being influenced was the accessory area on the wall,while the influence on the generation of NOx in the central area couold be omitted. 展开更多
关键词 Heat transfer space non-uniformity NOx emission IN-CYLINDER DIESEL
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痕量水低温表面结霜及换热性能实验研究
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作者 杨朔 王桢 +2 位作者 高盈珂 侯予 赖天伟 《西安交通大学学报》 北大核心 2026年第1期117-126,共10页
为了研究痕量水结霜对低温冷表面换热性能的影响,搭建了可视化受限低温表面结霜换热实验台,采用低温液氮将冷表面维持在液氮温区,开展了水汽含量(水蒸气体积分数)小于1000×10^(-6)的冷表面结霜实验,通过二值法图像处理技术,获得了... 为了研究痕量水结霜对低温冷表面换热性能的影响,搭建了可视化受限低温表面结霜换热实验台,采用低温液氮将冷表面维持在液氮温区,开展了水汽含量(水蒸气体积分数)小于1000×10^(-6)的冷表面结霜实验,通过二值法图像处理技术,获得了霜层厚度沿湿空气流动方向的分布特征,系统探究了霜层厚度、结霜量、密度和热流量随时间的变化规律,以及湿空气流速、温度、湿度对低温痕量水结霜生长速率和换热效率的影响。实验结果表明:霜层厚度沿湿空气流动方向逐渐降低,湿空气入口0 m位置与0.1 m位置处霜层厚度差距较大、0.1 m位置与后续位置霜层厚度差距较小;较高的湿空气流速、湿度以及较低的湿空气温度对应较大的霜层厚度、结霜量和密度。总换热量中显热热流量占90%以上;水汽含量主要影响潜热热流量,对总换热量影响较小;显热换热量和总换热量与湿空气的流速及温度正相关。通过实验数据拟合得到了液氮温区冷表面霜层密度无量纲关联式,整体误差在±20%以内。该研究对液氮温区低温换热器结霜和换热性能分析具有一定的参考价值。 展开更多
关键词 低温表面结霜 痕量水 霜层厚度 热流量 密度关联式
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基于Space-P复杂网络模型的城市公交网络特性分析 被引量:4
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作者 孔繁钰 周愉峰 李献忠 《计算机科学》 CSCD 北大核心 2018年第8期125-130,共6页
针对城市公交网络中换乘网络的整体性能分析问题,提出一种基于复杂网络理论的分析方法。首先,基于图论思想,将公交网络建模成由Space-P方法表示的公交换乘网络拓扑模型;然后,统计分析了公交换乘网络的度分布、平均最短路径长度、聚类系... 针对城市公交网络中换乘网络的整体性能分析问题,提出一种基于复杂网络理论的分析方法。首先,基于图论思想,将公交网络建模成由Space-P方法表示的公交换乘网络拓扑模型;然后,统计分析了公交换乘网络的度分布、平均最短路径长度、聚类系数、紧密中心性和介数中心性等特性。以北京市的公交网络为例进行了相关分析,从宏观角度说明北京公交网络具有小世界网络特点,市民出行需要换乘的概率较大,但换乘较为便捷;同时,给出了相关站点的具体地理信息,为公交规划部门优化公交网络提供了参考。 展开更多
关键词 城市公交 复杂网络 space-P换乘网络 小世界特性
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基于Space-P复杂网络的南京市轨道交通换乘可达性研究 被引量:13
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作者 王宇环 靳诚 杜家禛 《地理与地理信息科学》 CSCD 北大核心 2020年第1期87-92,I0004,共7页
针对轨道交通特殊的站点换乘方式,该文结合Space-P复杂网络模型与Python语言,借助ArcGIS网络分析模块设计出一种换乘可达性算法,并对南京市现状和二期建设轨道进行实证研究。结果表明:Space-P网络可以弥补ArcGIS网络分析无法添加站点换... 针对轨道交通特殊的站点换乘方式,该文结合Space-P复杂网络模型与Python语言,借助ArcGIS网络分析模块设计出一种换乘可达性算法,并对南京市现状和二期建设轨道进行实证研究。结果表明:Space-P网络可以弥补ArcGIS网络分析无法添加站点换乘时间的不足;南京现状轨道、二期轨道的平均可达性值分别为36.99 min、34.81 min,二期轨道的建设使得站点30 min可达性圈层扩大,且向东西方向延伸;现状轨道中,1号线可达性最好,S8号线最差,二期轨道的建设整体上提高了线网的可达性;现状轨道、二期轨道的站点平均换乘指数分别为1.0428、1.3114,二期新增站点为乘客出行提供了更多的换乘选择。 展开更多
关键词 轨道交通 space2P 网络分析 换乘可达性 南京市
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A KY FAN MATCHING THEOREM FOR TRANSFER COMPACTLY OPEN COVERS AND THE APPLICATION TO THE FIXED POINT 被引量:18
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作者 文开庭 《数学物理学报(A辑)》 CSCD 北大核心 2006年第B12期1159-1165,共7页
In this article, a Ky Fan matching theorem for transfer compactly open covers is established. As applications, a Fan-Browder coincidence theorem, a Ky Fan best approximation theorem and a Brouwer-Schauder-Rothe type f... In this article, a Ky Fan matching theorem for transfer compactly open covers is established. As applications, a Fan-Browder coincidence theorem, a Ky Fan best approximation theorem and a Brouwer-Schauder-Rothe type fixed point theorem are obtained. 展开更多
关键词 超凸度量空间 最优逼近 固定点 匹配定理
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Cleaning space debris with a space-based laser system 被引量:15
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作者 Shen Shuangyan Jin Xing Chang Hao 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第4期805-811,共7页
High-energy pulsed laser radiation may be the most feasible means to mitigate the threat of collision of a space station or other valuable space assets with orbital debris in the size range of 1–10 cm. Under laser ir... High-energy pulsed laser radiation may be the most feasible means to mitigate the threat of collision of a space station or other valuable space assets with orbital debris in the size range of 1–10 cm. Under laser irradiation, part of the debris material is ablated and provides an impulse to the debris particle. Proper direction of the impulse vector either deflects the object trajectory or forces the debris on a trajectory through the upper atmosphere, where it burns up. Most research concentrates on ground-based laser systems but pays little attention to space-based laser systems.There are drawbacks of a ground-based laser system in cleaning space debris. Therefore the placement of a laser system in space is proposed and investigated. Under assumed conditions,the elimination process of space debris is analyzed. Several factors such as laser repetition frequency, relative movement between the laser and debris, and inclination of debris particles which may exercise influence to the elimination effects are discussed. A project of a space-based laser system is proposed according to the numerical results of a computer study. The proposed laser system can eliminate debris of 1–10 cm and succeed in protecting a space station. 展开更多
关键词 Laser ablation Laser system Orbital transfer space-BASED space debris
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椭圆轨道卫星异面空间碎片追击轨道设计与分析
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作者 刘笑 黄京梅 +2 位作者 王蕊 张小伟 王静吉 《中国空间科学技术(中英文)》 北大核心 2026年第1期157-168,共12页
针对大椭圆倾斜轨道卫星对异面空间碎片捕获燃料消耗较大的问题,设计了一种通过电推进行轨道面调整的轨道捕获策略。整个轨道捕获过程分三段进行设计。第一段先进行拱线变轨,然后采用单次椭圆或者双次椭圆转移策略在近地点或远地点施加... 针对大椭圆倾斜轨道卫星对异面空间碎片捕获燃料消耗较大的问题,设计了一种通过电推进行轨道面调整的轨道捕获策略。整个轨道捕获过程分三段进行设计。第一段先进行拱线变轨,然后采用单次椭圆或者双次椭圆转移策略在近地点或远地点施加有限推力控制,以较小的脉冲较快的时间调整至目标轨道,完成部分相位追击。第二段在轨道面交会处采用多圈次的连续小推力电推施加连续控制,进行轨道面的调整,进入目标碎片轨道面。第三段在拱点进行相位末端修正,并对第一段调整的半长轴偏差进行修正。通过详细的理论推导给出了整个轨道捕获策略的控制时机和对应的速度增量,并使用粒子群算法对第二段的点火次数进行了优化。最后,通过实例仿真,验证了该轨道捕获策略的有效性,经分析相同工况下使用电推进行异面变轨的燃料消耗为化推变轨的3.56%。 展开更多
关键词 大椭圆倾斜轨道 空间碎片 异面轨道捕获 电推进 双椭圆转移
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Fighting Poor Quality Medicines: Development, Transfer and Validation of Generic HPLC Methods for Analyzing Two WHO Recommended Antimalarial Tablets
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作者 Jérémie Kindenge Mbinze Achille Yemoa +7 位作者 Pierre Lebrun Pierre-Yves Sacré Védaste Habyalimana Nicodème Kalenda André Bigot Eugène Atindehou Philippe Hubert Roland Djang’eing’a Marini 《American Journal of Analytical Chemistry》 2015年第2期127-144,共18页
As serious but neglected public health problems, poor quality medicines, i.e. for antimalarial medicines, urged to be fought. One of the approaches is to consider the analytical chemistry and separative techniques. In... As serious but neglected public health problems, poor quality medicines, i.e. for antimalarial medicines, urged to be fought. One of the approaches is to consider the analytical chemistry and separative techniques. In this study, a generic liquid chromatographic method was firstly developed for the purpose of screening 8 antimalarial active ingredients, namely amodiaquine (AQ), piperaquine (PPQ), sulfalene (SL), pyrimethamine (PM), lumefantrine (LF), artesunate (AS), artemether (AM) and dihydroartemisinine (DHA) by applying DoE/DS optimization strategy. Since the method was not totally satisfying in terms of peak separation, further experiments were undergone applying the same development strategy while splitting the 8 ingredients into five groups. Excellent prediction was observed prior to correlation between retention times of predicted and observed separation conditions. Then, a successful geometric transfer was realized to reduce the analysis time focusing on the simultaneous quantification of two WHO’s recommended ACTs in anti-malarial fixed-dose combination (AM-LF and AS-AQ) in tablets. The optimal separation was achieved using an isocratic elution of methanol-ammonium formate buffer (pH 2.8;10 mM) (82.5:17.5, v/v) at 0.6 ml/min through a C18 column (100 mm × 3.5 mm, 3.5 μm) thermostated at 25℃. After a successful validation stage based on the total error approach, the method was applied to determine the content of AM/LF or AS/AQ in seven brands of antimalarial tablets currently marketed in West, Central and East Africa. Satisfying results were obtained compared to the claimed contents. 展开更多
关键词 ANTIMALARIAL ACT Simultaneous Determination POOR QUALITY Substances DESIGN of Experiments DESIGN space Method transfer Accuracy Profile
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SYSTEM OF COINCIDENCE THEOREMS IN PRODUCT TOPOLOGICAL SPACES AND APPLICATIONS (Ⅰ) 被引量:1
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作者 丁协平 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2005年第12期1547-1555,共9页
A new notion of finite continuous topological space(in short, FC-space) with out convexity structure was introduced. A new continuous selection theorem was established in FC-spaces. By applying the continuous select... A new notion of finite continuous topological space(in short, FC-space) with out convexity structure was introduced. A new continuous selection theorem was established in FC-spaces. By applying the continuous selection theorem, some new coincidence theorems for two families of set-valued mappings defined on product space of noncompact FC-spaces are proved under much weak assumptions. These results generalize many known results in recent literature. Some applications will be given in a follow-up paper. 展开更多
关键词 system of coincidence theorems continuous selection transfer compact open value FC-space
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Ground experimental investigations into an ejected spray cooling system for space closed-loop application 被引量:4
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作者 Zhang Hongsheng Li Yunze +2 位作者 Wang Shengnan Liu Yang Zhong Mingliang 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第3期630-638,共9页
Spray cooling has proved its superior heat transfer performance in removing high heat flux for ground applications. However, the dissipation of vapor liquid mixture from the heat sur- face and the closed-loop circulat... Spray cooling has proved its superior heat transfer performance in removing high heat flux for ground applications. However, the dissipation of vapor liquid mixture from the heat sur- face and the closed-loop circulation of the coolant are two challenges in reduced or zero gravity space enviromnents. In this paper, an ejected spray cooling system for space closed-loop application was proposed and the negative pressure in the ejected condenser chamber was applied to sucking the two-phase mixture from the spray chamber. Its ground experimental setup was built and exper- imental investigations on the smooth circle heat surface with a diameter of 5 mm were conducted with distilled water as the coolant spraying from a nozzle of 0.51 mm orifice diameter at the inlet temperatures of 69.2 ℃ and 78.2 ℃ under the conditions of heat flux ranging from 69.76 W/cm2 to 311.45 W/cm2, volume flow through the spray nozzle varying from 11,22 L:h to 15.76 L·h. Work performance of the spray nozzle and heat transfer performance of the spray cooling system were analyzed; results show that this ejected spray cooling system has a good heat transfer performance and provides valid foundation for space closed-loop application in the near future. 展开更多
关键词 Ejected spray cooling systemEvaluation models Ground experiment Heat transfer performance High heat flux space closed-loop
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液态锂在棒束通道中流动换热数值模拟研究 被引量:1
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作者 刘硕 李文姝 +3 位作者 金钊 王成龙 张大林 秋穗正 《核技术》 北大核心 2025年第7期241-250,共10页
液态金属锂具有低密度、高热导率的优势,适用于太空环境下对堆芯进行冷却。本文以空间锂冷快堆的棒束通道为研究对象,利用数值模拟的方法分析液态金属锂在棒束通道内的流动换热特性。将努塞尔数(Nu)、压降作为关键参量,分析贝克莱数(Pe... 液态金属锂具有低密度、高热导率的优势,适用于太空环境下对堆芯进行冷却。本文以空间锂冷快堆的棒束通道为研究对象,利用数值模拟的方法分析液态金属锂在棒束通道内的流动换热特性。将努塞尔数(Nu)、压降作为关键参量,分析贝克莱数(Pe)和热流密度对液态锂的换热性能与压降影响。数值模拟结果表明:随着Pe逐渐增大,液态锂的换热性能逐渐增强,但同时流动过程中的压降也随之增大;热流密度的大小对液态锂的流动换热性能影响较小。该研究可为空间锂冷快堆的堆芯设计与安全分析提供参考。 展开更多
关键词 液态锂 棒束通道 流动换热 数值模拟 空间堆
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Mass Transport Based Multi-Model Color Transfer
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作者 Yantao LIU Shengjing TIAN +1 位作者 Meng LIU Xiuping LIU 《Journal of Mathematical Research with Applications》 CSCD 2017年第1期119-126,共8页
Image editing is a hot research topic in the image processing region, and one of the most basic problems in this field is the color transfer. It modifies the color style of the target image to match the color palette ... Image editing is a hot research topic in the image processing region, and one of the most basic problems in this field is the color transfer. It modifies the color style of the target image to match the color palette of the source while preserving the content of the target.Although there exist many algorithms to deal with this problem, none of existing methods can handle all kinds of images, especially complex landscape images. In this paper, we propose a Mass Transport based color transfer method in the CIELab color space, which can generate natural transfer results for different kinds of images including landscapes. Different from previous methods using the same transfer model for all the channels, we adopt different models for the luminance channel and color channels. For the luminance channel, a global transfer method is adopted for keeping the consistence in the visual perception. For the color channels,we construct a model based on histogram and Mass Transport, which perfectly transfers the colors of all the pixels from the source to the target and simultaneously preserves the content.What is more, experiments on real images demonstrate that our approach performs favorably against most of the existing methods. 展开更多
关键词 Mass transport color transfer HISTOGRAM CIELab color space
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基于多空间概率增强的图像对抗样本生成方法 被引量:1
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作者 王华华 范子健 刘泽 《计算机应用》 北大核心 2025年第3期883-890,共8页
对抗样本能够有效评估深度神经网络的鲁棒性和安全性。针对黑盒场景下对抗攻击成功率低的问题,为提高对抗样本的可迁移性,提出一种基于多空间概率增强的对抗样本生成方法(MPEAM)。所提方法通过在对抗样本生成方法中引入2条随机数据增强... 对抗样本能够有效评估深度神经网络的鲁棒性和安全性。针对黑盒场景下对抗攻击成功率低的问题,为提高对抗样本的可迁移性,提出一种基于多空间概率增强的对抗样本生成方法(MPEAM)。所提方法通过在对抗样本生成方法中引入2条随机数据增强支路,而各支路分别基于像素空间和HSV颜色空间实现图像的随机裁剪填充(CP)和随机颜色变换(CC),并通过构建概率模型控制返回的图像样本,从而在增加原始样本多样性的同时降低对抗样本对原数据集的依赖,进而提高对抗样本的可迁移性。在此基础上,将所提方法引入集成模型中,以进一步提升黑盒场景下对抗样本攻击的成功率。在ImageNet数据集上的大量实验结果表明,相较于基准方法——迭代快速梯度符号方法(IFGSM)和动量迭代快速梯度符号方法(MIFGSM),所提方法的黑盒攻击成功率分别平均提升了28.72和8.44个百分点;相较于基于单空间概率增强的对抗攻击方法,所提方法的黑盒攻击成功率最高提升了6.81个百分点。以上验证了所提方法能够以较小的复杂度代价提高对抗样本的可迁移性,并实现黑盒场景下的有效攻击。 展开更多
关键词 对抗样本 深度神经网络 黑盒场景 可迁移性 多空间概率增强
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On Vector Quasi-Variational Inequality Problems in H-Space
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作者 Mao Jian-feng 1 , He Xiao-lin 2 1.Department of Mathematics, Xianning Teacher ’s College, Xianning 437005, Hubei, China 2.Mathematics Teaching and Research Section, Luzhou Medical College, Luzhou 646000, Sichuan, China 《Wuhan University Journal of Natural Sciences》 EI CAS 2002年第1期9-13,共5页
The purpose to this paper is to study the existence problem of solutions to the vector quasivariational inequality for vector-valued functions inH-space.
关键词 H-space H-convex set transfer opened (transfer closed) H *-concave vector function (weakly) vector minimal point
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A Numerical Method for Shape Optimal Design in the Oseen Flow with Heat Transfer
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作者 Wenjing Yan Axia Wang Guoxing Guan 《Journal of Applied Mathematics and Physics》 2015年第10期1295-1307,共13页
This paper is concerned with the optimal design of an obstacle located in the viscous and incompressible fluid which is driven by the steady-state Oseen equations with thermal effects. The structure of shape gradient ... This paper is concerned with the optimal design of an obstacle located in the viscous and incompressible fluid which is driven by the steady-state Oseen equations with thermal effects. The structure of shape gradient of the cost functional is derived by applying the differentiability of a minimax formulation involving a Lagrange functional with a space parametrization technique. A gradient type algorithm is employed to the shape optimization problem. Numerical examples indicate that our theory is useful for practical purpose and the proposed algorithm is feasible. 展开更多
关键词 SHAPE Optimization Oseen Equations SHAPE Gradient MINIMAX PRINCIPLE CONVECTIVE Heat transfer Function space PARAMETRIZATION Technique
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A Finite Volume Unstructured Mesh Method for Fractional-in-space Allen-Cahn Equation 被引量:1
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作者 CHEN Ai-min LIU Fa-wang 《Chinese Quarterly Journal of Mathematics》 2017年第4期345-354,共10页
Fractional-in-space Allen-Cahn equation containing a very strong nonlinear source term and small perturbation shows metastability and a quartic double well potential.Using a finite volume unstructured triangular mesh ... Fractional-in-space Allen-Cahn equation containing a very strong nonlinear source term and small perturbation shows metastability and a quartic double well potential.Using a finite volume unstructured triangular mesh method, the present paper solves the twodimensional fractional-in-space Allen-Cahn equation with homogeneous Neumann boundary condition on different irregular domains. The efficiency of the method is presented through numerical computation of the two-dimensional fractional-in-space Allen-Cahn equation on different domains. 展开更多
关键词 fractional-in-space Allen-Cahn equation finite volume METHOD matrix transfertechnique preconditioned LANCZOS METHOD
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空间目标迁移识别方法研究
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作者 李品 杜亮 +4 位作者 徐文玲 黄鹤鸣 吴春晓 王怡 程强 《现代雷达》 北大核心 2025年第10期1-9,共9页
空间目标识别是空间态势感知的核心技术,基于深度学习的目标识别技术因其效果出色被广泛应用。然而,由于空间目标成像装备在体制、带宽上的不同和目标本身姿态上的差异性,识别模型面临训练样本和测试样本分布差异大以及测试场景下的数... 空间目标识别是空间态势感知的核心技术,基于深度学习的目标识别技术因其效果出色被广泛应用。然而,由于空间目标成像装备在体制、带宽上的不同和目标本身姿态上的差异性,识别模型面临训练样本和测试样本分布差异大以及测试场景下的数据积累严重不足的困难。针对该问题,文中研究了基于迁移学习的跨模态、跨频段和跨姿态迁移技术。在公开的空间目标数据集NASA-3D上,相比于基准方法,文中提出的方法在识别准确率和泛化性能方面均实现了显著提升。 展开更多
关键词 空间目标 迁移识别 卷积神经网络 数据增强 雷光迁移
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