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Modeling and analysis of maneuver laws based on higher order multi-resolution dynamic mode decomposition for hypersonic glide vehicles
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作者 Zichu Liu Yudong Hu +2 位作者 Changsheng Gao Wuxing Jing Xudong Ji 《Defence Technology(防务技术)》 2025年第6期34-47,共14页
The precise characterization of hypersonic glide vehicle(HGV) maneuver laws in complex flight scenarios still faces challenges. Non-stationary changes in flight state due to abrupt changes in maneuver modes place high... The precise characterization of hypersonic glide vehicle(HGV) maneuver laws in complex flight scenarios still faces challenges. Non-stationary changes in flight state due to abrupt changes in maneuver modes place high demands on the accuracy of modeling methods. To address this issue, a novel maneuver laws modeling and analysis method based on higher order multi-resolution dynamic mode decomposition(HMDMD) is proposed in this work. A joint time-space-frequency decomposition of the vehicle's state sequence in the complex flight scenario is achieved with the higher order Koopman assumption and standard multi-resolution dynamic mode decomposition, and an approximate dynamic model is established. The maneuver laws can be reconstructed and analyzed with extracted multi-scale spatiotemporal modes with clear physical meaning. Based on the dynamic model of HGV, two flight scenarios are established with constant angle of attack and complex maneuver laws, respectively. Simulation results demonstrate that the maneuver laws obtained using the HMDMD method are highly consistent with those derived from the real dynamic model, the modeling accuracy is better than other common modeling methods, and the method has strong interpretability. 展开更多
关键词 Hypersonic glide vehicle Dynamic mode decomposition Higher order koopman assumption Manoeuvre law modeling INTERPRETABILITY
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Conservation Laws and Particular Solutions for a Keller-Segel Model
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作者 Luyun Chen Jie Lou 《Advances in Pure Mathematics》 2025年第2期107-118,共12页
This work focuses on a Keller-Segel chemotaxis model, with an emphasis on its conservation laws. Through a new approach combined with the multiplier method, called the mixed method, we obtain conservation vectors that... This work focuses on a Keller-Segel chemotaxis model, with an emphasis on its conservation laws. Through a new approach combined with the multiplier method, called the mixed method, we obtain conservation vectors that are related and unrelated to symmetric information. In addition, some exact solutions with particular forms are obtained according to the method of conservation laws. These particular solutions are different from the group-invariant solutions. 展开更多
关键词 Keller-Segel model Conservation laws Mixed Method Exact Solutions
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Development and Application of a Power Law Constitutive Model for Eddy Current Dampers
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作者 Longteng Liang Zhouquan Feng +2 位作者 Hongyi Zhang Zhengqing Chen Changzhao Qian 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第3期2403-2419,共17页
Eddy current dampers (ECDs) have emerged as highly desirable solutions for vibration control due to theirexceptional damping performance and durability. However, the existing constitutive models present challenges tot... Eddy current dampers (ECDs) have emerged as highly desirable solutions for vibration control due to theirexceptional damping performance and durability. However, the existing constitutive models present challenges tothe widespread implementation of ECD technology, and there is limited availability of finite element analysis (FEA)software capable of accurately modeling the behavior of ECDs. This study addresses these issues by developing anewconstitutivemodel that is both easily understandable and user-friendly for FEAsoftware. By utilizing numericalresults obtained from electromagnetic FEA, a novel power law constitutive model is proposed to capture thenonlinear behavior of ECDs. The effectiveness of the power law constitutive model is validated throughmechanicalproperty tests and numerical seismic analysis. Furthermore, a detailed description of the application process ofthe power law constitutive model in ANSYS FEA software is provided. To facilitate the preliminary design ofECDs, an analytical derivation of energy dissipation and parameter optimization for ECDs under harmonicmotionis performed. The results demonstrate that the power law constitutive model serves as a viable alternative forconducting dynamic analysis using FEA and optimizing parameters for ECDs. 展开更多
关键词 Eddy current damper constitutive model finite element analysis vibration control power law constitutive model
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Active Control Law Design for Flutter/LCO Suppression Based on Reduced Order Model Method 被引量:3
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作者 Chen Gang Li Yueming Yan Guirong 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2010年第6期639-646,共8页
Active stability augmentation system is an attractive and promising technology to suppress flutter and limit cycle oscillation (LCO). In order to design a good active control law, the control plant model with low orde... Active stability augmentation system is an attractive and promising technology to suppress flutter and limit cycle oscillation (LCO). In order to design a good active control law, the control plant model with low order and high accuracy must be provided, which is one of the most important key points. The traditional model is based on low fidelity aerodynamics model such as panel method, which is unsuitable for transonic flight regime. The physics-based high fidelity tools, reduced order model (ROM) and CFD/CSD coupled aeroservoelastic solver are used to design the active control law. The Volterra/ROM is applied to constructing the low order state space model for the nonlinear unsteady aerodynamics and static output feedback method is used to active control law design. The detail of the new method is demonstrated by the Goland+ wing/store system. The simulation results show that the effectiveness of the designed active augmentation system, which can suppress the flutter and LCO successfully. 展开更多
关键词 limit cycle oscillation aeroelasticity reduced order model active control law static output feedback
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A LAW OF ITERATED LOGARITHM FOR THE MLE IN A RANDOM CENSORING MODEL WITH INCOMPLETE INFORMATION 被引量:2
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作者 宋凤丽 刘禄勤 《Acta Mathematica Scientia》 SCIE CSCD 2008年第3期501-512,共12页
In this article, a law of iterated logarithm for the maximum likelihood estimator in a random censoring model with incomplete information under certain regular conditions is obtained.
关键词 Random censoring model maximum likelihood estimator law of iterated logarithm
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General laws of funding for scientific citations:how citations change in funded and unfunded research between basic and applied sciences 被引量:1
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作者 Mario Coccia Saeed Roshani 《Journal of Data and Information Science》 CSCD 2024年第4期71-89,共19页
Purpose:The goal of this study is to analyze the relationship between funded and unfunded papers and their citations in both basic and applied sciences.Design/methodology/approach:A power law model analyzes the relati... Purpose:The goal of this study is to analyze the relationship between funded and unfunded papers and their citations in both basic and applied sciences.Design/methodology/approach:A power law model analyzes the relationship between research funding and citations of papers using 831,337 documents recorded in the Web of Science database.Findings:The original results reveal general characteristics of the diffusion of science in research fields:a)Funded articles receive higher citations compared to unfunded papers in journals;b)Funded articles exhibit a super-linear growth in citations,surpassing the increase seen in unfunded articles.This finding reveals a higher diffusion of scientific knowledge in funded articles.Moreover,c)funded articles in both basic and applied sciences demonstrate a similar expected change in citations,equivalent to about 1.23%,when the number of funded papers increases by 1%in journals.This result suggests,for the first time,that funding effect of scientific research is an invariant driver,irrespective of the nature of the basic or applied sciences.Originality/value:This evidence suggests empirical laws of funding for scientific citations that explain the importance of robust funding mechanisms for achieving impactful research outcomes in science and society.These findings here also highlight that funding for scientific research is a critical driving force in supporting citations and the dissemination of scientific knowledge in recorded documents in both basic and applied sciences.Practical implications:This comprehensive result provides a holistic view of the relationship between funding and citation performance in science to guide policymakers and R&D managers with science policies by directing funding to research in promoting the scientific development and higher diffusion of results for the progress of human society. 展开更多
关键词 Research funding CITATIONS Scientific development Science diffusion Scientific laws Power law model Matthew effect Science policy Research policy Science of science Dynamics of science Evolution of science
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Mathematical model and general laws of wet compression
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作者 王永青 刘铭 +2 位作者 廉乐明 何健勇 严家騄 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2002年第1期86-90,共5页
Wet compression is an effective way to enhance the performance of gas turbines and it has attracted a good deal of attention in recent years. The one sidedness and inaccuracy of previous studies,which took concentrati... Wet compression is an effective way to enhance the performance of gas turbines and it has attracted a good deal of attention in recent years. The one sidedness and inaccuracy of previous studies,which took concentration gradient as mass transfer potential are discussed. The mass transfer process is analyzed from the viewpoint of non equilibrium thermodynamics,by taking generalized thermodynamic driving force as mass transfer potential,and the corresponding mass transfer coefficient is obtained using the heat and mass transfer equilibrium occurring between moist air and water droplets at wet bulb temperature for the sake of avoiding complex tests and providing more accurate formulas. A mathematical model of wet compression is therefore established,and the general laws of wet compression are investigated. The results show that the performance of atomizer is critical for wet compression and wet compression is more suitable for compressors with higher pressure ratio and longer compression time. 展开更多
关键词 WET compression MATHEMATICAL model general lawS MASS TRANSFER POTENTIAL
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Noether's theorem for non-conservative Hamilton system based on El-Nabulsi dynamical model extended by periodic laws 被引量:5
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作者 龙梓轩 张毅 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第11期359-367,共9页
This paper focuses on the Noether symmetries and the conserved quantities for both holonomic and nonholonomic systems based on a new non-conservative dynamical model introduced by E1-Nabulsi. First, the E1-Nabulsi dyn... This paper focuses on the Noether symmetries and the conserved quantities for both holonomic and nonholonomic systems based on a new non-conservative dynamical model introduced by E1-Nabulsi. First, the E1-Nabulsi dynamical model which is based on a fractional integral extended by periodic laws is introduced, and E1-Nabulsi-Hamilton's canoni- cal equations for non-conservative Hamilton system with holonomic or nonholonomic constraints are established. Second, the definitions and criteria of E1-Nabulsi-Noether symmetrical transformations and quasi-symmetrical transformations are presented in terms of the invariance of E1-Nabulsi-Hamilton action under the infinitesimal transformations of the group. Fi- nally, Noether's theorems for the non-conservative Hamilton system under the E1-Nabulsi dynamical system are established, which reveal the relationship between the Noether symmetry and the conserved quantity of the system. 展开更多
关键词 Noether's theorem non-conservative Hamilton system E1-Nabulsi dynamical model fractionalintegral extended by periodic laws
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The Macromarket Law and Development Models of Wool and Cotton Industries
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作者 周启澄 《Journal of China Textile University(English Edition)》 EI CAS 1999年第1期90-91,共2页
According to the macromarket law, the total supply will go to equilibrium with the total demand for the world as a whole. Textiles are consumables, the total demand of which must be proportional to the population. For... According to the macromarket law, the total supply will go to equilibrium with the total demand for the world as a whole. Textiles are consumables, the total demand of which must be proportional to the population. For any large district, the share ratio - the ratio of the local productivity world share to the local population world share,will approach unity in long term period. The uncommon prosperity of the textile industry in the developed countries before the Second World War had been established by super economical means of the old era. The developing countries nowadays have no such means, and will never be able to establish the local textile Industry to an uncommon large scale. The development model of the textile industry must be in four stages: the first two are common both for the developed and for the developing countries, namely demand leading - supply leading. The third stage is quite different: uncommon expansion followed by significant declination, for the developed, and the re - 展开更多
关键词 macromarket law development model TEXTILE INDUSTRY WOOL COTTON .
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Exact Solutions of a Power Law Fluid Model in Posttreatment Analysis of Wire Coating with Linearly Varying Boundary Temperature
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作者 Rehan Ali Shah Saeed Islam +1 位作者 Abdul Majeed Siddiqui Tahira Haroon 《Applied Mathematics》 2013年第2期330-337,共8页
In this paper, analysis of post-treatment of wire coating is presented. Coating material satisfies power law fluid model. Exact solutions for the velocity field, volume flow rate and average velocity are obtained. Mor... In this paper, analysis of post-treatment of wire coating is presented. Coating material satisfies power law fluid model. Exact solutions for the velocity field, volume flow rate and average velocity are obtained. Moreover, the heat transfer results are presented for different cases of linearly varying on the boundaries. The variations of velocity, volume flow rate, radius of coated wire, shear rate and the force on the total wire are presented graphically and discussed. 展开更多
关键词 Exact Solution WIRE COATING Power law Fluid model LINEARLY VARYING TEMPERATURE at Boundaries
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Establishmen and vertification of an improved similitude law for dynamic ice force model test
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作者 柳春光 贾玲玲 齐念 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2010年第6期853-857,共5页
To study the similitude laws for dynamic ice force model test which is a hot problem in ice mechanics.In this paper,a new modified similitude law for dynamic ice force model test is proposed based on ice-induced virbr... To study the similitude laws for dynamic ice force model test which is a hot problem in ice mechanics.In this paper,a new modified similitude law for dynamic ice force model test is proposed based on ice-induced virbration theory and two reasonable assumptions.And the new law is vertified with an ice-induced pier virbration example.The numerical calculation results show that,firstly,the error of frequency factor between test value and theory value is small as well as that of displacement and velocity;Secondly,the time scale completely meet the similitude relation,the waveforms anastomotic well,and the phenomenon of offset and omit do not occur;Thirdly,as the damping ratio between prototype and model is nearly equal,the improved similitude law will still be applied.Therefore,the new modified similitude law is feasible to study dynamic ice force model test and can provide reference for the ice mechanics. 展开更多
关键词 MODIFIED references laws dynamic ice force model test
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明式凳类家具功能基础及造型规律研究 被引量:1
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作者 牛晓霆 孙威霆 《林产工业》 北大核心 2025年第5期65-71,共7页
明式凳类形态多样,不仅蕴含着其所处时期的文化潮流和审美意蕴,还承载着与坐相关的行为习惯和先进的造物理念,是明式家具中极具代表性的一员。以331例明式凳类样本为研究对象,从功能与造型的关系出发,以凳面造型特征为划分依据,将明式... 明式凳类形态多样,不仅蕴含着其所处时期的文化潮流和审美意蕴,还承载着与坐相关的行为习惯和先进的造物理念,是明式家具中极具代表性的一员。以331例明式凳类样本为研究对象,从功能与造型的关系出发,以凳面造型特征为划分依据,将明式凳类分为方形、条形、圆形、扇形、六方形、海棠形和梅花形凳七类。在此基础上,从部件和整体两个角度对明式凳类家具的功能基础进行分析,探究了功能基础与造型规律之间的联系。研究结果对于明式凳类家具设计理念的传承与现代凳类家具设计的创新具有指导意义。 展开更多
关键词 明式家具 凳类家具 功能基础 造型规律 美学内涵
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Francis Turbine and Governor Improved Models Considering Step Closing Law of Guide Vanes for Power System Stability Analysis
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作者 Yuheng Tang 《Journal of Power and Energy Engineering》 2014年第9期125-131,共7页
The Francis turbine governing system models in PSD-BPA can’t precisely reflect the actual characteristics. Endeavor was done in this paper to solve the problem. An improved model of actuating mechanism was developed,... The Francis turbine governing system models in PSD-BPA can’t precisely reflect the actual characteristics. Endeavor was done in this paper to solve the problem. An improved model of actuating mechanism was developed, which could reflect the step closing characteristic of hydro guide vanes. The effect of the inflection point value of actuating mechanism on load rejection was analyzed based on simulation. The non-linear Francis turbine model with power versus gate position module was researched in this paper. Based on field test, comparisons of simulation results with measured data were presented. The analysis demonstrates that the improved models of Francis turbine and governor proposed in this paper are more realistic than the models of BPA, and can be applied in power system simulation analysis better. 展开更多
关键词 FRANCIS TURBINE GOVERNOR Actuating Mechanism STEP CLOSING law Improved models Power System Stability Analysis
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基于GAWOA-XGBoost改进模型的植被混凝土生境基材配合比研究 被引量:1
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作者 周明涛 童温亮 +3 位作者 章涵 刘黎明 王瑞红 石立 《土木工程学报》 北大核心 2025年第7期98-109,共12页
传统植被混凝土生境基材配合比设计通常依据个人主观经验,规范化与标准化有所欠缺,随着技术的发展,应明确不同工况条件下最优配合比,以规范工程实践与提升工程质量。文章通过现场案例及室内试验分析得出合理基材组配,并根据基材物理、... 传统植被混凝土生境基材配合比设计通常依据个人主观经验,规范化与标准化有所欠缺,随着技术的发展,应明确不同工况条件下最优配合比,以规范工程实践与提升工程质量。文章通过现场案例及室内试验分析得出合理基材组配,并根据基材物理、化学和力学性能探究了不同年均降雨量、边坡坡度和种植土用量工况条件下各组分用量间的影响。为提高调参效率,结合遗传算法(GA)与鲸鱼优化算法(WOA)优化XGBoost模型超参数,通过GAWOA-XGBoost改进模型建立植被混凝土组分与性能之间的关系,并基于NSGA-Ⅱ算法求得各工况条件下的最优配合比。研究表明,加大水泥用量可增强基材强度和抗冲刷性,改良剂有助于调节基材酸碱环境,有机肥和有机料用量的增加则可提高基材养分含量和连通孔隙率。对比验证结果表明GAWOA-XGBoost改进模型能有效建立基材组分用量与基材性能之间的映射关系,由NSGA-Ⅱ算法所得不同工况条件下的植被混凝土配合比性能符合国家现行规范要求。 展开更多
关键词 植被混凝土 组分 GAWOA-XGBoost改进模型 影响规律 配合比
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人工智能通用大模型市场竞争治理架构探设 被引量:2
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作者 陈兵 董思琰 《上海财经大学学报(哲学社会科学版)》 北大核心 2025年第3期124-137,共14页
通用大模型的发展加速了通用人工智能时代的到来,各类大模型产品和服务的应用更加具有可及性,深刻改变着经济和社会的生产生活方式。然而,当前通用大模型市场中低水平竞争与结构性垄断并存,大模型产业生态系统中的不同产业链架构层级存... 通用大模型的发展加速了通用人工智能时代的到来,各类大模型产品和服务的应用更加具有可及性,深刻改变着经济和社会的生产生活方式。然而,当前通用大模型市场中低水平竞争与结构性垄断并存,大模型产业生态系统中的不同产业链架构层级存在多种竞争损害风险。因此,对通用大模型市场的竞争治理,须坚持审慎包容,因循由已知及未知,遵循先立后破、稳中求进的路线,充分利用现有市场竞争治理工具,科学设定以预防为主的反垄断事前规制监管措施,把握好反垄断监管与行业管制的合理边界及协力关系,处理好竞争政策与产业政策的协同共融,优化国内国际双向流通环境,完善符合通用大模型市场竞争特征的治理理念、架构及方式,建立健全以创新为主线、以安全为底线,统筹创新与竞争,兼顾效率与公平的通用大模型市场竞争治理生态,促进人工智能通用大模型产业健康有序发展。 展开更多
关键词 人工智能 通用大模型 反垄断法 竞争政策 产业政策 竞争治理生态
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The Evolutive Law concerning Relationship between Economic Growth and Farmers' Income Increase in Xinjiang since the Reform and Opening-up:An Empirical Analysis of the VEC Model
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作者 Xiaojun LIU Junsheng DAI 《Asian Agricultural Research》 2013年第1期4-8,共5页
We select the per capita gross domestic product and rural residents' per capita net income in Xinjiang as the indicator variables to measure economic growth and farmers' income increase in Xinjiang, respective... We select the per capita gross domestic product and rural residents' per capita net income in Xinjiang as the indicator variables to measure economic growth and farmers' income increase in Xinjiang, respectively. We establish the cointegration equation, the vector error correction (VEC) model, and use the impulse response function to conduct empirical analysis of the evolutive law concerning relationship between economic growth and farmers' income increase in Xinjiang during the period 1978-2010. The results show that there is a cointegration relationship between economic growth in Xinjiang and farmers' income increase; the former plays an important role in promoting the latter, following the evolutive law "first intensify, then abate, intensify again, and finally become stable". We put the following policy recommendations: providing preferential policies for farmers, scientifically and rationally guiding the transfer of rural labor; improving the function of agriculture, increasing the proportion of non-farm income; gradually bridging the widening income gap between urban and rural areas, coordinating urban and rural development. 展开更多
关键词 Economic growth Farmers’ INCOME INCREASE Evolutive
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智能计算技术的历史性突破与巨大挑战 被引量:1
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作者 李国杰 《集成技术》 2025年第1期1-8,共8页
主流的人工智能技术从一个侧面可以看成是“智能计算技术”。该文针对智能计算技术取得的历史性突破、发展趋势和面临的挑战发表一些看法;对规模定律(scaling law)是否遇到天花板、解决算力短缺问题的出路在哪里、大模型的本质是什么等... 主流的人工智能技术从一个侧面可以看成是“智能计算技术”。该文针对智能计算技术取得的历史性突破、发展趋势和面临的挑战发表一些看法;对规模定律(scaling law)是否遇到天花板、解决算力短缺问题的出路在哪里、大模型的本质是什么等普遍关心的问题作简要的综述。 展开更多
关键词 智能计算 人工智能 大模型 规模定律 算力 好数据 可解释性
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中国传统守法模式的特点、价值与优化途径——兼与西方“法律信仰”话语比较
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作者 孙康 《政治与法律》 北大核心 2025年第2期34-51,共18页
“法律信仰”是对西方守法模式常见的概括性表达,具有高度经典性与广泛的话语影响力,但其难以解释中国传统守法模式。西方式法治体系建立在深厚的宗教背景之下,但这不意味着“法律信仰说”代表人类社会最理想的守法状态,同时西方的守法... “法律信仰”是对西方守法模式常见的概括性表达,具有高度经典性与广泛的话语影响力,但其难以解释中国传统守法模式。西方式法治体系建立在深厚的宗教背景之下,但这不意味着“法律信仰说”代表人类社会最理想的守法状态,同时西方的守法传统也不宜被夸大和拔高。中国传统守法模式深受儒家影响,法家亦在其中发挥一定功能。该模式具有原创性与独特性,亦存在需向现代性转化的面向。西方的法律信仰说虽在法学理论的建构上具有先发优势,但不适宜用来描述中国的守法传统。当下在中国对“法律信仰”的使用旨在强调对法律权威的服从,即对中国特色社会主义法治体系的认同与遵守,并无宗教意味。将中国传统守法模式与法律信仰说进行对比,可发现中国以“家庭—教育—道德”为根基的传统守法模式比法律信仰话语更具有持久性、稳定性和实践性。通过弘扬中华优秀传统法律文化,促进全民守法及德治、法治与自治相交融,发挥基层组织作用,可提升中国传统守法模式的当代价值,助益中国式法治现代化事业。 展开更多
关键词 法律信仰 中国传统守法模式 法律儒家化 全民守法 基层组织
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DeepSeek引发的AI发展路径思考 被引量:25
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作者 李国杰 《科技导报》 北大核心 2025年第3期14-19,共6页
阐述了因DeepSeek横空出世引发的关于AI发展路径的思考。首先解释了为什么DeepSeek会引起全球性的科技震撼,接着讨论了“规模法则”(Scaling Law)是否已遇到天花板、发展“通用人工智能”(AGI)应选择什么道路、发展人工智能应该追求高... 阐述了因DeepSeek横空出世引发的关于AI发展路径的思考。首先解释了为什么DeepSeek会引起全球性的科技震撼,接着讨论了“规模法则”(Scaling Law)是否已遇到天花板、发展“通用人工智能”(AGI)应选择什么道路、发展人工智能应该追求高算力还是高算效(高能效)“、开源”为什么有这么大的威力等问题。最后对中国在人工智能领域的实力提升和如何实现人工智能自立自强提出建议。 展开更多
关键词 DeepSeek 通用人工智能 规模定律 开源大模型 低成本
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基于误差传播定律的地形复杂度误差估计 被引量:1
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作者 周访滨 杨自强 +2 位作者 朱衍哲 马国伟 钟绍平 《长沙理工大学学报(自然科学版)》 2025年第1期40-48,61,共10页
【目的】解决现有地形复杂度误差评价方法主观性强、缺少误差解析式的问题。【方法】利用误差传播定律推导了局部高差、局部标准差、局部褶皱度和局部全曲率的中误差表达式,依据复合地形因子误差传递规律构建了复合地形复杂度指标(compo... 【目的】解决现有地形复杂度误差评价方法主观性强、缺少误差解析式的问题。【方法】利用误差传播定律推导了局部高差、局部标准差、局部褶皱度和局部全曲率的中误差表达式,依据复合地形因子误差传递规律构建了复合地形复杂度指标(compound terrain complexity index,CTCI)提取的误差估计模型(error estimation model for CTCI,CEEM)。通过模拟数字高程模型(digital elevation model,DEM)试验验证了该模型的有效性,并采用三个不同地貌区域的实体DEM进行CEEM泛化试验。【结果】在不同噪声影响下,CEEM平均误差、均方差、残差和平均绝对百分比误差最大值分别为-2.1×10^(-3)、7.99×10^(-6)、8.4×10^(-3)和22.8%,决定系数均在0.961以上,CEEM整体误差微小;不同地貌类型的地形复杂度提取误差存在差异,试验统计结果表明误差由大到小依次为高山、中山、丘陵。【结论】CEEM能定量化描述地形复杂度的提取误差,可为不同复杂地形地貌区域提取复合地形复杂度指标提供参考。 展开更多
关键词 数字地形分析 栅格DEM 误差估计模型 误差传播定律 复合地形复杂度指标
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