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Machining characteristics of complex prism pattern on electroplated roll by copper 被引量:4
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作者 Tae-Jin JE Sang-Cheon PARK +4 位作者 Kang-Won LEE Yeong-Eun YOO Doo-Sun CHOI Kyung-Hyun WHANG Myung-Chang KANG 《中国有色金属学会会刊:英文版》 CSCD 2009年第B09期288-294,共7页
The BLU (back light unit) is the core component of the LCD for notebook, mobile-phone, navigation, as well as large sized TV, PID (public information display), etc. In order to enhance optical efficiency of LCD, optic... The BLU (back light unit) is the core component of the LCD for notebook, mobile-phone, navigation, as well as large sized TV, PID (public information display), etc. In order to enhance optical efficiency of LCD, optical films with the uniform prism patterns have been used for BLU by stacking two films up orthogonally. In this case, light interference-phenomenon occurred such as Morie, wet-out, u-turning, etc. It caused several problems such as low brightness, spots and stripes in LCD. Recently, the high-luminance micro complex prism patterns are actively studied to avoid the light interference-phenomenon and enhance the optical efficiency. In this study, the roll master to manufacture complex micro prism pattern film was machined by using the high precision lathe. The machined patterns on the roll master were 50, 45, 40, 35, 30, 25, 20, 15, 10 and 5 μm in the pitch with 25.0, 22.5, 20.0, 17.5, 15.0, 12.5, 10.0, 7.5, 5.0 and 2.5 μm in the peak height, respectively. The roll was 2 000 mm in length and 320 mm in diameter. The electroplated roll by copper and the natural single crystal diamond tool was used for machining the patterns. The cutting force was measured and analyzed for each cutting condition by using the dynamometer. The chips and the surfaces after being machined were analyzed by SEM and microscope. 展开更多
关键词 车床加工 微棱镜 铜电镀 特征 光学效率 光学薄膜 笔记本电脑 金刚石工具
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Complex wave excitations general (2+1)-dimensional and chaotic patterns for a Korteweg-de Vries system 被引量:15
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作者 Ma Song-Hua Fang Jian-Ping Zheng Chun-Long 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第8期2767-2773,共7页
Starting from an improved mapping approach and a linear variable separation approach, a new family of exact solutions (including solitary wave solutions, periodic wave solutions and rational function solutions) with... Starting from an improved mapping approach and a linear variable separation approach, a new family of exact solutions (including solitary wave solutions, periodic wave solutions and rational function solutions) with arbitrary functions for a general (2+1)-dimensional Korteweg de solutions, we obtain some novel dromion-lattice solitons, system Vries system (GKdV) is derived. According to the derived complex wave excitations and chaotic patterns for the GKdV 展开更多
关键词 improved mapping approach GKdv system complex wave excitations chaotic patterns
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Mapping Software Metrics to Module Complexity: A Pattern Classification Approach
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作者 Nick John Pizzi 《Journal of Software Engineering and Applications》 2011年第7期426-432,共7页
A desirable software engineering goal is the prediction of software module complexity (a qualitative concept) using automatically generated software metrics (quantitative measurements). This goal may be couched in the... A desirable software engineering goal is the prediction of software module complexity (a qualitative concept) using automatically generated software metrics (quantitative measurements). This goal may be couched in the language of pattern classification;namely, given a set of metrics (a pattern) for a software module, predict the class (level of complexity) to which the module belongs. To find this mapping from metrics to complexity, we present a classification strategy, stochastic metric selection, to determine the subset of software metrics that yields the greatest predictive power with respect to module complexity. We demonstrate the effectiveness of this strategy by empirically evaluating it using a publicly available dataset of metrics compiled from a medical imaging system and comparing the prediction results against several classification system benchmarks. 展开更多
关键词 SOFTWARE Metrics pattern Classification FEATURE Selection SOFTWARE complexITY
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Wavelet packet-based identification of complex oscillation in biological signals 被引量:5
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作者 Zhang Shuqing Sarah K. Spurgeon +3 位作者 Zhang Liguo Jin Mei John A. Twiddle Femando S. Schlindwein 《仪器仪表学报》 EI CAS CSCD 北大核心 2008年第2期225-232,共8页
Owing to the intrinsic nonlinearities of the system,a contracting mechanism,such as myogenic response,may induce different oscillatory patterns.Many specialists discussed the relations of oscillatory patterns with int... Owing to the intrinsic nonlinearities of the system,a contracting mechanism,such as myogenic response,may induce different oscillatory patterns.Many specialists discussed the relations of oscillatory patterns with intrinsic control system or some pathological condition,but there is no single,well-defined criterion to achieve the identification of regular,stochastic,and chaotic activities.In this paper,we focus on the Mallat algorithm of wavelet packet and use it in the identification of the regular periodic,stochastic,and chaotic fluctuations.According to the specific frequency configuration of the chaos activity,we select proper layers of decomposition of wavelet packet and did fine segments to the frequency of signals.The frequency band of energy convergence could be recognized.The signal of periodic,stochastic,and chaotic could be distinguished depending on it.Numerical experiment is given to show its efficiency.Experiments on 12 babies' lung data have been done.This identification by means of wavelet packet could support the cardiologist or cerebral specialist to do more observation and deeper analysis to physic signals. 展开更多
关键词 复振荡 生物信号 鉴别模式 不规则波动 微波
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The characteristic target-pattern regional ore zonality of the Nanling region,China(Ⅲ) 被引量:1
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作者 Chongwen Yu 《Geoscience Frontiers》 SCIE CAS 2011年第4期551-569,共19页
By applying the 'theory of synchronization' from the science of complexity to studying the regional regularity of ore formation within the Nanling region of South China,a characteristic target-pattern regional ore z... By applying the 'theory of synchronization' from the science of complexity to studying the regional regularity of ore formation within the Nanling region of South China,a characteristic target-pattern regional ore zonality has been discovered.During the early and late Yanshanian epoch (corresponding respectively to the Jurassic and Cretaceous periods),two centers of ore formation emerged successively in the Nanling region;the former is mainly for rare metals(W,Sn,Mo,Bi,Nb) and one rare-earth element(La) and was generated in the Jurassic period;whereas the latter is mainly for base metals (Cu,Pb,Zn,Sb,Hg),noble metals(Au,Ag),and one radioactive element(U) and was generated in the Cretaceous period.Centers of ore formation were brought about by interface dynamics respectively at the Qitianling and Jiuyishan districts in southern Hunan Province.The characteristic giant nonlinear target-pattern regional ore zonality was generated respectively from the two centers of ore formation by the spatio-temporal synchronization process of the Nanling complex metallogenic system.It induced the collective dynamics and cooperative behavior of the system and displayed the configuration of the regional ore zonality.Then dynamical clustering transformed the configuration into rudimentary ordered coherent structures.Phase dynamics eventually defined the spatio-temporal structures of the target-pattern regional ore zonality and determined their localization and distribution.The integral successive processes of synchronization-dynamical clustering-phase dynamics accomplished the regional ore zonality by way of "multiple field dynamics" of spatio-temporal superposition of multiple coupled pulsatory solitary wave trains of the zonal sequences of different ores.A new methodology for revealing regional ore zonality is developed,which will encourage further investigation of the formation of deep-seated ore resources and the onset of large-scale mineralization. 展开更多
关键词 Ore zonality Target pattern Synchronization complexity Jurassic/Cretaceous NANLING
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The characteristic target-pattern regional ore zonality of the Nanling region,China(Ⅱ) 被引量:2
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作者 Chongwen Yu 《Geoscience Frontiers》 SCIE CAS 2011年第3期323-347,共25页
By applying the 'theory of synchronization' from the science of complexity to studying the regional regularity of ore formation within the Nanling region of southern China, a characteristic targetpattern regional or... By applying the 'theory of synchronization' from the science of complexity to studying the regional regularity of ore formation within the Nanling region of southern China, a characteristic targetpattern regional ore zonality has been discovered. During the early and late Yanshanian epoch (corresponding respectively to the Jurassic and Cretaceous periods), two centers of ore formation emerged successively in the Nanling region; the former is mainly for rare metals (W, Sn, Mo, Bi, Nb) and one rare-earth element (La) and was generated in the Jurassic period; whereas the latter is mainly for base metals (Cu, Pb, Zn, Sb, Hg), noble metals (Au, Ag), and one radioactive element (U) and was generated in the Cretaceous period. Centers of ore formation were brought about by interface dynamics respectively at the Qitianling and Jiuyishan districts in southern Hunan Province. The characteristic giant nonlinear target-pattern regional ore zonality was generated by spatio-temporal synchronization process of the Nanling complex metallogenic system. It induced the collective dynamics and cooperative behavior of the system and displayed the configuration of the regional ore zonality. Then dynamical clustering transformed the configuration into rudimentary ordered coherent structures. Phase dynamics eventually defined the spatio-temporal structures of the target-pattern regional ore zonality and determined their localization and distribution. A new methodology for revealing regional ore zonality is developed, which will encourage further investigation of the formation of deep-seated ore resources and the onset of large-scale mineralization. 展开更多
关键词 Rare elements Ore zonality Target pattern Synchronization complexity Jurassic/Cretaceous NANLING China
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NUMERICAL STUDIES FOR A MODEL DESCRIBING COMPLEXITY
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作者 黄欣 刘曾荣 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 1994年第8期767-770,共4页
A simple model based on the discussion for infinite dimensional system is introduced to investigate the dynamical complexity for continous system.By using numerical. methods,we show the dynamical behaviors of the maod... A simple model based on the discussion for infinite dimensional system is introduced to investigate the dynamical complexity for continous system.By using numerical. methods,we show the dynamical behaviors of the maodel model appear tocorrespond to universal language and context-senitive language. 展开更多
关键词 complexity. evolution of pattern numerical method
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Visitor flow pattern of Expo 2010 被引量:1
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作者 樊超 郭进利 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第7期66-73,共8页
Expo 2010 Shanghai China was a successful, splendid, and unforgettable event, leaving us with valuable experi- ences. The visitor flow pattern of the Expo is investigated in this paper. The Hurst exponent, the mean va... Expo 2010 Shanghai China was a successful, splendid, and unforgettable event, leaving us with valuable experi- ences. The visitor flow pattern of the Expo is investigated in this paper. The Hurst exponent, the mean value, and the standard deviation of visitor volume indicate that the visitor flow is fractal with long-term stability and correlation as well as obvious fluctuation in a short period. Then the time series of visitor volume is converted into a complex network by using the visibility algorithm. It can be inferred from the topological properties of the visibility graph that the network is scale-free, small-world, and hierarchically constructed, confirming that the time series are fractal and a close relationship exists among the visitor volumes on different days. Furthermore, it is inevitable that will be some extreme visitor volumes in the original visitor flow, and these extreme points may appear in a group to a great extent. All these properties are closely related to the feature of the complex network. Finally, the revised linear regression is performed to forecast the next-day visitor volume based on the previous 10-day data. 展开更多
关键词 fractal pattern time series visibility graph complex network
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THE FORMABILITY OF COMPLEX FLOURIDE COMPOUNDS
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作者 LI Zheng LIU Honglin +1 位作者 CHENG Zhaonian CHEN Nianyi, Shanghai Institute of Metallurgy, Academia Sinica, Shanghai, ChinaZHOU Jiaju, Institute of Chemical Metallurgy, Academia Sinica, Beijing, China CHEN Nianyi, Professor, Shanghai Institute of Metallurgy, Academia Sinica, Shanghai 200050, China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1992年第7期74-76,共3页
The formability of complex flourides has been studied by chemical bond parameter-pattern recognition method. In a multi-dimensional space spanned by ionic radius, ionic polarizability, electronegativity and ionic char... The formability of complex flourides has been studied by chemical bond parameter-pattern recognition method. In a multi-dimensional space spanned by ionic radius, ionic polarizability, electronegativity and ionic charge of the metal elements, the binary complex flouride-forming systems and binary flouride systems without complex flouride formation distribute in different regions with a clear-cut boundary. The mathematical models obtained are useful for new complex flouride predicton. 展开更多
关键词 complex flouride compound prediction pattern recognition
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复杂网络视角下世界粮食贸易网络脆弱性研究 被引量:3
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作者 韩建军 崔欣苗 +2 位作者 侯婧祎 程玉 张佳豪 《粮油食品科技》 北大核心 2025年第2期198-205,共8页
为探究世界粮食贸易网络的脆弱性,为国际粮食贸易市场做出合理预判提供参考,基于1990—2020年的世界粮食贸易数据,结合复杂网络理论与脆弱性理论,从模体的角度探究世界粮食贸易网络局部结构脆弱性变化情况,并模拟世界粮食贸易网络在随... 为探究世界粮食贸易网络的脆弱性,为国际粮食贸易市场做出合理预判提供参考,基于1990—2020年的世界粮食贸易数据,结合复杂网络理论与脆弱性理论,从模体的角度探究世界粮食贸易网络局部结构脆弱性变化情况,并模拟世界粮食贸易网络在随机攻击和蓄意攻击模式下的失效过程,将网络中的节点分级。结果表明:世界粮食贸易网络的局部结构中,V型结构占比较高,网络的稳定性较弱,但这种现象有减缓趋势;对比真实网络与随机网络,真实网络的结构更加稳定且贸易关系更复杂;世界粮食贸易网络在面对随机攻击时具有良好的强韧性,面对蓄意攻击时表现出较强的脆弱性,蓄意攻击对网络的破坏力远大于随机攻击;在蓄意攻击模式下,世界粮食贸易网络的节点根据失效过程可以分为三个层级,其中第一层级节点对网络稳定性影响最大。 展开更多
关键词 粮食安全 世界粮食贸易 复杂网络 脆弱性 格局与趋势
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Dispersal Patterns of the Late Cretaceous to Early-Tertiary Sediments in the Southern Anambra Basin, Southeastern Nigeria
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作者 Samuel O. Onyekuru Chukwuma J. Iwuagwu +2 位作者 Godwin I. Nwankwor Nathaniel N. Onu Cyril E. Ukaonu 《International Journal of Geosciences》 2013年第3期588-604,共17页
The dispersal patterns of the Late Cretaceous to Early Tertiary sediments in southern Anambra Basin were studied to delineate spatial facies distributions for improved mapping and hydrocarbon prospectivity. Seven lith... The dispersal patterns of the Late Cretaceous to Early Tertiary sediments in southern Anambra Basin were studied to delineate spatial facies distributions for improved mapping and hydrocarbon prospectivity. Seven lithofacies distinguished from eleven outcrop sections aided the interpretation of depositional environments for the different depositional units. Interpreted paleoenvironments ranged from estuarine/lagoonal to tidal delta and shallow marine depositional environments. Sequence stratigraphic interpretation of the deposits using vertical relationships between the delineated facies and foraminiferal and palynofacies assemblages and the interpreted environmental setting identified two complete sequences (SEQ-1 and -2) and two incomplete sequences (SEQ-3 and -4) in the study area. The sequiences are enveloped by three Type-1 Sequence Boundaries (SB), two Transgressive Surfaces of Erosion (TSE) and four Maximum Flooding Surfaces (MFS). The identified surfaces were used to delineate formation boundaries and as such would assist in the improved mapping of the Anambra Basin and adjoining depocenters. The massive sand units of the Highstand and Transgressive Systems Tracts constitute good (potential) reservoirs, while the transgressive shales would constitute seals for potential traps in the study area. The delineation of these petroleum system elements, especially those associated with the Transgressive and Highstand Systems Tracts has conferred great hydrocarbon prospectivity potential on the sedimentary sequences in the Basin. The absence of deep marine and slope complexes of the Lowstand Systems Tract (LST) in the interpreted sequences is indicative that the study area is the up-dip section of the Anambra Basin. 展开更多
关键词 Dispersal patterns Formation Sequence Boundary FACIES Spatial complexes Erosion
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Fabrication of Copper Wire Using Glyoxylic Acid Copper Complex and Laser Irradiation in Air 被引量:1
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作者 Tomoji Ohishi Ryutaro Kimura 《Materials Sciences and Applications》 2015年第9期799-808,共10页
Preparation of a glyoxylic acid copper complex and fabrication of fine copper wire by CO2 laser irradiation in air to a thin film of that complex have been investigated. Irradiating laser to the complex thin film spin... Preparation of a glyoxylic acid copper complex and fabrication of fine copper wire by CO2 laser irradiation in air to a thin film of that complex have been investigated. Irradiating laser to the complex thin film spin-coated on a glass substrate, thin film of metallic copper was fabricated in areas that were subjected to laser irradiation in air. The thickness of this thin copper film was approx. 30 to 40 nm, and as non-irradiated areas were etched and removed by a soluble solvent of the copper complex, fine copper wire with 200 μm width was formed by laser direct patterning. The resistivity of this thin copper film depended on the irradiation intensity of the laser and was 3.0 × 10–5 Ω·cm at 12 W intensity (sweep speed: 20 mm/s). This method enables the high-speed deposition of copper wiring in air by a printing process, indicating an inexpensive and useful process for fabricating copper wiring. 展开更多
关键词 Glyoxylic ACID COPPER complex CO2 LASER FINE COPPER Wire LASER Direct patternING Printable ELECTRONICS
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浅薄层超稠油高效开发技术研究及应用 被引量:1
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作者 卢迎波 孙新革 +1 位作者 赵长虹 胡鹏程 《中国科技论文》 2025年第2期95-105,共11页
新疆超稠油资源丰富,由于储层条件、流体性质等因素制约,浅薄层超稠油热采机理、开发模式、高温工艺、智能低碳运行面临一系列重大科技挑战。为此,在国内外稠油开发技术发展的基础上,以研究区近物源辫状河沉积、浅薄层砂砾岩超稠油油藏... 新疆超稠油资源丰富,由于储层条件、流体性质等因素制约,浅薄层超稠油热采机理、开发模式、高温工艺、智能低碳运行面临一系列重大科技挑战。为此,在国内外稠油开发技术发展的基础上,以研究区近物源辫状河沉积、浅薄层砂砾岩超稠油油藏为目标,提出了浅薄层超稠油亟待创新的驱泄复合理论方法、立体井网开发方式、高温高压工艺体系和智能低碳运行模式等重大技术问题。研究结果表明:1)物模实验揭示了“近端蒸汽驱替、远端重力泄油”机理,实现了8~15m薄层超稠油高效动用;2)在“直-平”点线和“平-平”线线井网基础上,开展水平井暂堵微压裂和不同阶段精细调控,注蒸汽波及系数为0.9,采收率达55%以上;3)配套研发的注采两用柔性泵、动态化学屏蔽工艺及作业装备能够实现油井生产时率提升15%,保障了浅层高温下蒸汽腔低伤害安全作业;4)通过智能配汽工艺管柱,全密闭集输处理装置和地下与地面协同云平台决策系统研发,系统热效率提高11.6%,年减少碳排放21.9万t。随着技术定型和推广应用,已形成中国浅薄层超稠油开发“样本”,为国内外稠油高效开发提供思路和技术借鉴。 展开更多
关键词 浅薄层超稠油 驱泄复合 立体井网 智能低碳 采收率 辫状河
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Preparation and Properties of Copper Fine Wire on Polyimide Film in Air by Laser Irradiation and Mixed-Copper-Complex Solution Containing Glyoxylic Acid Copper Complex and Methylamine Copper Complex 被引量:2
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作者 Tomoji Ohishi Naoki Takahashi 《Materials Sciences and Applications》 2018年第11期859-872,共14页
Formation of copper wiring on a polyimide film by laser irradiation to a stable copper-complex film consisting of glyoxylic acid copper complex and methylamine copper complex in air has been investigated. A stable met... Formation of copper wiring on a polyimide film by laser irradiation to a stable copper-complex film consisting of glyoxylic acid copper complex and methylamine copper complex in air has been investigated. A stable metallic copper on the polyimide film was precipitated even in air. Since this copper was generated only in the laser-irradiated parts, direct patterning of copper wiring was possible. It was also found that copper was precipitated by electroless copper plating on the laser-deposited copper wiring and it was possible to thicken the copper wiring by this precipitation. The resistivity of the copper wiring was almost the same as that of the bulk of metallic copper. The developed method—combining laser irradiation to a copper-complex-coated film and electroless copper plating—enables the high-speed deposition of fine copper wiring on a polyimide film in air by a printing process, indicating an inexpensive and useful process for fabricating copper wiring without high vacuum facility and heat-treatment under inert gas. 展开更多
关键词 Glyoxylic Acid COPPER complex CO2 LASER Fine COPPER Wire LASER Direct patternING POLYIMIDE Film Printable Electronics
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全球稀土金属贸易网络格局演变与供应危机传播研究
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作者 廖秋敏 谢柳燕 +1 位作者 韩嘉雯 张晓瑶 《中国矿业》 北大核心 2025年第6期26-37,共12页
稀土是航空航天、新能源、新材料、生物医药等领域的重要基础材料。2012年后全球稀土金属(HS280530)贸易量大幅增长,贸易网络主体结构发生明显的转变,贸易网络不稳定,全球稀土金属贸易存在一定的供应危机。为深入研究全球稀土金属贸易... 稀土是航空航天、新能源、新材料、生物医药等领域的重要基础材料。2012年后全球稀土金属(HS280530)贸易量大幅增长,贸易网络主体结构发生明显的转变,贸易网络不稳定,全球稀土金属贸易存在一定的供应危机。为深入研究全球稀土金属贸易网络格局演变、供应危机传播路径及影响程度,本研究构建了2002—2022年全球稀土金属贸易网络和级联失效(雪崩)模型,深入分析全球稀土金属贸易格局转变和贸易流向变化,模拟了参数r_(1)=5、r_(2)=5、r_(3)=7时不同爆发源的雪崩规模、雪崩轮次和危机传播路径。研究发现:①2002—2022年间,全球稀土金属贸易的规模、平均度和集中度均有所增加,核心国家数量增多,除中国稀土金属出口量一直稳居前四位外,其他排名变动频繁,到2022年全球稀土金属出口量排名前四位的国家多为亚洲国家;②随着全球稀土金属贸易网络愈加稳定,供应危机的影响范围逐渐缩小,但中国间接传染依然比直接传染的国家(地区)更多;③中国和美国的贸易规模减小,但供应危机传播时间均变长。中国发生供应危机影响的程度有所降低,美国存在小幅增长。中国对欧洲的供应危机传播规模最大、传播时间最长。日本在2002年的危机影响规模较大,供应危机的雪崩规模随时间变化逐渐减小,到2022年其发生供应危机只会影响菲律宾。该研究有利于为维护全球稀土金属贸易稳定和采取防范措施缓解供应危机提供参考。 展开更多
关键词 稀土金属 复杂网络 贸易格局 供应危机 级联失效
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全球稀土氧化物贸易格局演变与供应风险传播研究:基于SIR模型
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作者 廖秋敏 张佳乐 熊斌斌 《中国矿业》 北大核心 2025年第10期44-56,共13页
稀土是广泛应用于高新技术领域的重要战略资源。随着地缘政治摩擦与大国博弈日趋加剧,稀土氧化物产品的全球贸易安全受到潜在威胁,供应风险随时可能发生。贸易网络结构特征及演变趋势也深刻影响着供应风险的传导路径与传播范围。为精准... 稀土是广泛应用于高新技术领域的重要战略资源。随着地缘政治摩擦与大国博弈日趋加剧,稀土氧化物产品的全球贸易安全受到潜在威胁,供应风险随时可能发生。贸易网络结构特征及演变趋势也深刻影响着供应风险的传导路径与传播范围。为精准识别关键风险源并评估其潜在影响,选取2003—2023年稀土氧化物贸易数据,运用复杂网络理论系统分析全球贸易结构演变特征;构建关键风险节点识别框架与SIR传播模型,基于2023年数据模拟不同风险源供应风险传播状况。研究结果表明:①从贸易格局演变来看,全球稀土氧化物贸易规模和网络密度逐步提升,贸易网络呈现明显的小世界特征,贸易集中度整体上呈现“W”型的变化趋势,贸易格局由中国主导逐渐转向对少数国家(地区)的依赖,中国在稀土氧化物进口方面对美国高度依赖。②从关键风险节点识别来看,资源禀赋型风险源主要集中于中国、美国、马来西亚和荷兰等出口大国;而贸易中介型风险源则多见于在全球网络中担任转口或中介角色的国家(地区),如荷兰、日本、印度和德国。③从网络供应风险传播来看,中美两国的风险传播规模最大,且美国的传播轮次最多。其中,只有美国的供应短缺能引发中国的稀土氧化物供应危机。④恢复能力的提升能够有效减缓风险的传播。研究有助于揭示稀土贸易中的潜在风险因素及其影响范围,为构建更加安全、稳定的全球稀土供应体系提供理论支撑。 展开更多
关键词 稀土氧化物 复杂网络 贸易格局 风险节点识别 风险传播 SIR模型
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基于复杂网络和改进引力模型的精炼铜全球贸易格局演进与中国角色分析
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作者 徐水太 刘美玲 朱文兴 《黄金科学技术》 北大核心 2025年第5期1112-1123,共12页
以2004—2023年精炼铜贸易额作为数据基础,运用复杂网络建立随机网络和加权网络,从精炼铜贸易整体格局、贸易社团化和主要贸易国家地位3个方面对全球精炼铜贸易格局进行分析;进一步利用改进引力模型分析中国对10个主要贸易伙伴的精炼铜... 以2004—2023年精炼铜贸易额作为数据基础,运用复杂网络建立随机网络和加权网络,从精炼铜贸易整体格局、贸易社团化和主要贸易国家地位3个方面对全球精炼铜贸易格局进行分析;进一步利用改进引力模型分析中国对10个主要贸易伙伴的精炼铜贸易潜力。结果表明:(1)精炼铜贸易存在小世界特性,具有多核心的贸易社团结构,从最初的以欧美国家为主,到后来包括亚洲、非洲和中东地区的国家在内;(2)在精炼铜贸易网络中,中国和美国为精炼铜进口大国,智利、秘鲁、日本和澳大利亚为精炼铜出口大国,美国和印度扮演精炼铜贸易的桥梁角色,德国和意大利扮演贸易的枢纽角色;(3)在10个主要贸易伙伴中,智利和澳大利亚为潜力再造型,韩国、美国和赞比亚为潜力巨大型,日本、菲律宾、哈萨克斯坦、秘鲁和波兰为潜力开拓型。根据研究结果,建议采取与贸易潜力国家建立多元化进口渠道,提升精炼铜贸易定价权和产业链话语权,构建精炼铜风险预警体系等措施。研究结果可为我国精炼铜贸易提供决策依据。 展开更多
关键词 复杂网络 贸易社团 贸易格局 改进引力模型 精炼铜
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综合结构与功能导向的生态安全格局构建——以河南焦作市为例 被引量:2
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作者 张可欣 周颖 +3 位作者 梁鑫雨 王嘉彬 冯喆 吴克宁 《生态学报》 北大核心 2025年第14期7134-7149,共16页
构建生态安全格局有助于缓解保护与发展之间的矛盾,保障区域生态安全与可持续发展。现有的生态安全格局构建包括结构优化和功能完善两种不同目标导向,但两者结合的研究尚不充分。以河南省焦作市为例,分别以结构导向、功能导向和综合导... 构建生态安全格局有助于缓解保护与发展之间的矛盾,保障区域生态安全与可持续发展。现有的生态安全格局构建包括结构优化和功能完善两种不同目标导向,但两者结合的研究尚不充分。以河南省焦作市为例,分别以结构导向、功能导向和综合导向建立生态安全格局。基于复杂网络理论,利用Gephi软件对生态网络进行拓扑分析,比较三种导向方法在空间一致性、鲁棒性和复杂性等方面的差异,遴选最佳网络优化策略。结果表明:(1)三种方法的空间输出结果存在显著差异,识别空间保护优先级的一致性在50.17%—70.45%之间。(2)结构导向网络核心节点连通性强,但灵活性和适应性有限;功能导向网络复杂性高,但整体连通性不足;综合导向网络结构紧凑,兼具较强的连通性和稳定性,实现了结构优化与功能提升的双重目标。(3)优化后的综合导向方法识别了72个生态源(总面积998.55km^(2))和183个生态廊道(总长度793.00km)。(4)不同方法识别的公共生态源是未来保护的关键区域,建议依据生态安全格局的生态功能,实施差异化管理措施。研究提出了一种通用框架,旨在实现生态网络结构与功能的协同优化,并为景观规划决策提供参考。 展开更多
关键词 生态安全格局 复杂网络 多导向 格局优化 焦作市
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多机理指导的深度学习工业时序预测框架 被引量:1
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作者 李姜辛 王鹏 汪卫 《计算机工程》 北大核心 2025年第7期47-58,共12页
工业时序预测对于优化生产过程和增强决策制定至关重要。现有基于深度学习的方法由于缺乏领域知识而常常效果不理想。现有研究使用机理模型指导深度学习以解决此问题,但这些方法通常只考虑单一机理模型,忽略了工业过程中多个时序预测机... 工业时序预测对于优化生产过程和增强决策制定至关重要。现有基于深度学习的方法由于缺乏领域知识而常常效果不理想。现有研究使用机理模型指导深度学习以解决此问题,但这些方法通常只考虑单一机理模型,忽略了工业过程中多个时序预测机理的情形以及工业时序的复杂性。为此,提出基于注意力机制的多机理指导的深度学习工业时序预测(M-MDLITF)通用框架,其能够将多个机理嵌入深度工业时序预测网络指导训练,并且将不同机理的优势通过注意力机制集成于最终预测结果。多机理深度维纳(M-DeepWiener)作为M-MDLITF框架的实例化方法,利用上下文滑动窗口和Transformer编码器架构来挖掘工业时序的复杂模式。在1个模拟数据集和2个真实数据集上的实验结果表明,M-DeepWiener具有良好的运行效率和鲁棒性,比单机理深度维纳(DeepWiener)、经典维纳机理和纯数据驱动方法具有更高的预测准确率,其中在模拟数据集上比单机理模型DeepWiener-M1的误差降低了20%。 展开更多
关键词 工业时序预测 深度学习 机理模型 多机理集成 复杂模式挖掘
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基于领域系统的复杂装备技术状态管理建模方法
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作者 冯蕴雯 陈俊宇 +1 位作者 路成 刘晚移 《系统工程与电子技术》 北大核心 2025年第1期126-140,共15页
为保障复杂装备技术状态管理的有效集成和多方协同,实现技术状态管理业务数据的双重有序管控,提出基于领域系统(domain system,DS)的建模架构和设计方法。通过引入基于模式的系统工程(pattern-based system engineering,PBSE)框架,构建... 为保障复杂装备技术状态管理的有效集成和多方协同,实现技术状态管理业务数据的双重有序管控,提出基于领域系统(domain system,DS)的建模架构和设计方法。通过引入基于模式的系统工程(pattern-based system engineering,PBSE)框架,构建基于DS的复杂装备技术状态管理基本架构,设计DS元模型、DS模型、DS模式的建模方法,将国防部体系架构元模型(Department of Defense Architecture framework metamodel,DM2)进行复杂装备技术状态管理领域化重组为DS元模型,并通过领域元数据映射为DS模型,使其有序组织为适用于具体装备技术状态管理的DS模式。为验证所提方法的有效性,以运载火箭结构系统多视图物料清单(X bill of material,XBOM)为案例,开展基于DS的技术状态管理应用。结果表明,所提方法可为其技术状态管理提供兼具建模的一致性和可追溯性的实施方案,为复杂装备技术状态管理的领域模型配置提供指导性思路。 展开更多
关键词 复杂装备 技术状态管理 基于模式的系统工程 国防部体系架构元模型 建模
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