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The Convergence Rate of Fréchet Distribution under the Second-Order Regular Variation Condition
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作者 Xilai Dai 《Journal of Applied Mathematics and Physics》 2024年第5期1597-1605,共9页
In this article we consider the asymptotic behavior of extreme distribution with the extreme value index γ>0 . The rates of uniform convergence for Fréchet distribution are constructed under the second-order ... In this article we consider the asymptotic behavior of extreme distribution with the extreme value index γ>0 . The rates of uniform convergence for Fréchet distribution are constructed under the second-order regular variation condition. 展开更多
关键词 Convergence rate Second-order Regular Variation Condition Fréchet Distribution Extreme Value Index
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Application of first order rate kinetics to explain changes in bloom toxicity——the importance of understanding cell toxin quotas 被引量:2
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作者 Philip T.ORR Anusuya WILLIS Michele A.BURFORD 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2018年第4期1063-1074,共12页
Cyanobacteria are oxygenic photosynthetic Gram-negative bacteria that can form potentially toxic blooms in eutrophic and slow flowing aquatic ecosystems. Bloom toxicity varies spatially and temporally, but understandi... Cyanobacteria are oxygenic photosynthetic Gram-negative bacteria that can form potentially toxic blooms in eutrophic and slow flowing aquatic ecosystems. Bloom toxicity varies spatially and temporally, but understanding the mechanisms that drive these changes remains largely a mystery. Changes in bloom toxicity may result from changes in intracellular toxin pool sizes of cyanotoxins with differing molecular toxicities, and/or from changes in the cell concentrations of toxic and non-toxic cyanobacterial species or strains within bloom populations. We show here how first-order rate kinetics at the cellular level can be used to explain how environmental conditions drive changes in bloom toxicity at the ecological level. First order rate constants can be calculated for changes in cell concentration( μ_c : specific cell division rate) or the volumetric biomass concentration( μ_g : specific growth rate) between short time intervals throughout the cell cycle. Similar first order rate constants can be calculated for changes in nett volumetric cyanotoxin concentration( μ_(tox) : specific cyanotoxin production rate) over similar time intervals. How μ_c(or μ_g) covaries with μ tox over the cell cycle shows conclusively when cyanotoxins are being produced and metabolised, and how the toxicity of cells change in response to environment stressors. When μ_(tox)/μ_c >1, cyanotoxin cell quotas increase and individual cells become more toxic because the nett cyanotoxin production rate is higher than the cell division rate. When μ_(tox)/μ_c =1, cell cyanotoxin quotas remains fixed because the nett cyanotoxin production rate matches the cell division rate. When μ_(tox)/μ_c <1, the cyanotoxin cell quota decreases because either the nett cyanotoxin production rate is lower than the cell division rate, or metabolic breakdown and/or secretion of cyanotoxins is occurring. These fundamental equations describe cyanotoxin metabolism dynamics at the cellular level and provide the necessary physiological background to understand how environmental stressors drive changes in bloom toxicity. 展开更多
关键词 cyanotoxin production dynamics first order rate kinetics CYANOBACTERIA
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Apparent 1^st order rate constant of photodegradation of formaldehyde by carbon containing TiO2 nanoparticles 被引量:1
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作者 XIE Hong-yong 《Journal of Environmental Science and Engineering》 2007年第1期55-61,77,共8页
The apparent 1^st order rate constant of photodegradation of formaldehyde by carbon containing TiO2 nanoparticles has been investigated by numerical integration of mass transfer equation with measured degradation degr... The apparent 1^st order rate constant of photodegradation of formaldehyde by carbon containing TiO2 nanoparticles has been investigated by numerical integration of mass transfer equation with measured degradation degree using a tubular photoreactor. The carbon containing TiO2 nanoparticles are synthesized by the oxidation of TiCl4 in propane/air flame CVD process with futile fraction up to 0.3 and carbon mass fractions up to 0.22, respectively. Thin TiO2 film is coated on the wall of the tubular reactor by sedimentation method. Effects of rutile mass fraction and carbon content have been examined on the apparent 1 ^st order rate constant and results show that, at 570ppm of formaldehyde loaded air stream, 80% relative humidity and about 100nm thin TiOa film, the 1^st order rate constant increases with increasing rutile mass fraction up to 0.3, occurs a maximum at the carbon content of about 5% by weight and is about 2.5 times of that at carbon content about zero or above 10%. 展开更多
关键词 PHOTODEGRADATION FORMALDEHYDE carbon containing TiO2 nanoparticles tubular reactor apparent 1^st order rate constant
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Cooling Rate Dependence of Structural Order and Energy Landscape in Zr_(55)Cu_(35)Al_(10) Glass
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作者 Jingfeng Zhao Xiangxu Xie +2 位作者 Feng Chen Kailong Di Xuefeng Zhou 《Journal of Harbin Institute of Technology(New Series)》 CAS 2022年第5期78-85,共8页
Classical molecular dynamics simulation has been widely used to study the rapid cooling process of preparing amorphous alloys.However,the simulated cooling rate is several orders of magnitude higher than the experimen... Classical molecular dynamics simulation has been widely used to study the rapid cooling process of preparing amorphous alloys.However,the simulated cooling rate is several orders of magnitude higher than the experimental cooling rate.In this paper,Zr_(55)Cu_(35)Al_(10)alloy was taken as an example.It is found that adding isothermal annealing at a temperature slightly lower than Tand prolonging isothermal annealing time could effectively reduce the cooling rate.The glassy sample prepared in this way demonstrates significant energetic stability and well-developed short-range and medium-range order. 展开更多
关键词 classical molecular dynamics simulation cooling rate isothermal annealing energetic stability short-range order medium-range order
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Performance of Order-statistics Constant-false-alarm-rate Detector with Noncoherent Integration and Its Application to OTH Radar
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作者 王威 赫兵 刘永坦 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1999年第1期73-77,共5页
Noncoherent integration is often ed for approving performance in detection of radar signal. Order-statistics constant false alarm rate (OS-CFAR) detector has some advantages in clutter and multiple target situations. ... Noncoherent integration is often ed for approving performance in detection of radar signal. Order-statistics constant false alarm rate (OS-CFAR) detector has some advantages in clutter and multiple target situations. AnOS-CFAN detector with noncoherent integration after Square law envelope detector is presented and an analysis of detection performance for the chi-Square family of Swerling fluctuating targets is given. Its application to the high frequency(HF) ground wave over-the-horizon (OTH) radar is discussed as well. 展开更多
关键词 NONCOHERENT integration order-statistics CONSTANT false ALARM rate OVER-THE-HORIZON radar
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High Order ADER-IPDG Methods for the Unsteady Advection-Diffusion Equation
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作者 Michel Bergmann Afaf Bouharguane +1 位作者 Angelo Iollo Alexis Tardieu 《Communications on Applied Mathematics and Computation》 EI 2024年第3期1954-1977,共24页
We present a high-order Galerkin method in both space and time for the 1D unsteady linear advection-diffusion equation. Three Interior Penalty Discontinuous Galerkin (IPDG) schemes are detailed for the space discretiz... We present a high-order Galerkin method in both space and time for the 1D unsteady linear advection-diffusion equation. Three Interior Penalty Discontinuous Galerkin (IPDG) schemes are detailed for the space discretization, while the time integration is performed at the same order of accuracy thanks to an Arbitrary high order DERivatives (ADER) method. The orders of convergence of the three ADER-IPDG methods are carefully examined through numerical illustrations, showing that the approach is consistent, accurate, and efficient. The numerical results indicate that the symmetric version of IPDG is typically more accurate and more efficient compared to the other approaches. 展开更多
关键词 ADVECTION-DIFFUSION GALERKIN Arbitrary high order DERivatives(ADER)approach Interior Penalty Discontinuous Galerkin(IPDG) High-order schemes Empirical convergence rates
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多进制chirp-rate键控调制及分数傅里叶变换法解调 被引量:11
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作者 肇启明 张钦宇 张乃通 《通信学报》 EI CSCD 北大核心 2010年第6期1-6,共6页
基于chirp信号chirp-rate和中心频率参数与其分数傅里叶变换特性之间的明确关系,提出了一种采用分数傅里叶变换法解调的多进制chirp-rate键控调制方式,该方式具有恒包络,并具有优于MPSK的误码性能。进而,将多进制chirp-rate键控与MFSK... 基于chirp信号chirp-rate和中心频率参数与其分数傅里叶变换特性之间的明确关系,提出了一种采用分数傅里叶变换法解调的多进制chirp-rate键控调制方式,该方式具有恒包络,并具有优于MPSK的误码性能。进而,将多进制chirp-rate键控与MFSK联合使用,通过参数调整,能够获得误码率性能与频谱效率间的折中。 展开更多
关键词 chirp-rate键控 高阶调制 恒包络调制 分数傅里叶变换
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推导Ordered Bi Bi机制速度方程的新方法(英文)
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作者 邹煜平 刘德立 赵玉芬 《华中师范大学学报(自然科学版)》 CAS CSCD 北大核心 2004年第3期358-361,共4页
阐述推导OrderedBiBi机制速度方程的新方法:(1)引入新的公因子:1/coefAB;(2)V1、V2分别以V1=num1coefAB[E0]、 V2=num2CoefPQ[E0]的形式代入推导过程;(3)不需要引用Haldane方程化简.
关键词 酶动力学 orderED BI Bi机制 速度方程
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A Study on the Kinetics of the Catalytic Reforming Reaction of CH4 with CO2: Determination of the Reaction Order 被引量:2
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作者 Chunyang Ji, Lihong Gong, Jiawei Zhang, Keying ShiChemistry Department of Harbin Normal University, Harbin 150080, China 《Journal of Natural Gas Chemistry》 EI CAS CSCD 2003年第3期201-204,共4页
The kinetics of the catalytic reforming reaction of methane with carbondioxide to produce synthesis gas on a Ni/α-Al_2O_3 and a HSD-2 type commercial catalyst has beenstudied. The results indicate that the reaction o... The kinetics of the catalytic reforming reaction of methane with carbondioxide to produce synthesis gas on a Ni/α-Al_2O_3 and a HSD-2 type commercial catalyst has beenstudied. The results indicate that the reaction orders are one and zero for methane and carbondioxide, respectively, when the carbon dioxide partial pressure was about 12.5-30.0 kPa and thetemperature was at 1123-1173 K. However, when the carbon dioxide partial pressure was changed to30.0-45.0 kPa under the same temperature range of 1123-1173 K, the reaction orders of methane andcarbon dioxide are one. Furthermore, average rate constants at different temperatures weredetermined. 展开更多
关键词 REFORMING METHANE carbon dioxide reaction order rate constant KINETICS
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Cooling rate controlled basal precipitates and age hardening response of solid-soluted Mg-Gd-Er-Zn-Zr alloy 被引量:5
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作者 Jinlong Fu Wenbo Du +3 位作者 Linyue Jia Yunfeng Wang Xunming Zhu Xian Du 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2021年第4期1267-1277,共11页
The precipitation and age hardening response of the solid-soluted Mg–10Gd–1Er–1Zn–0.6Zr(wt.%)alloy performed by water-quenching(QC),air-cooling(AC)and furnace-cooling(FC)in terms of the volume fraction of precipit... The precipitation and age hardening response of the solid-soluted Mg–10Gd–1Er–1Zn–0.6Zr(wt.%)alloy performed by water-quenching(QC),air-cooling(AC)and furnace-cooling(FC)in terms of the volume fraction of precipitates and tensile properties were investigated in present paper.Results indicated the solid-soluted alloy contained stacking faults(SFs)and long period stacking ordered(LPSO)phase on the basal planes regardless of the cooling rate,but a larger volume fraction of the LPSO phase was formed with decreasing in the cooling rate.After aging,βandβ1 phases precipitated on the prismatic planes,and their number density decreased but mean particle size increased with decreasing in the cooling rate.The solid-soluted alloys(QC,AC and FC samples)showed no apparent difference in yield strength(YS),but their correspondent peak-aged alloys exhibited sharp difference in hardening response.The strongest hardening response took place in the QC sample and showed 82MPa enhancement in YS,which was much larger than that of AC(+26MPa)and FC samples(+5MPa).The reason lies in that the higher cooling rate promotes the precipitation and reduces the average size ofβprecipitate.A novel cooling-rate controlled precipitation model with respect to the correlation of precipitates on basal and prismatic planes was established.From this model,the basal precipitates showed a restrictive effect on the growth and/or coarsening ofβprecipitate,and composite precipitates containing theβphase with fine size as well as high area-number density and lower volume fraction of the LPSO phase are preferred to strengthen the Mg–10Gd–1Er–1Zn–0.6Zr alloy. 展开更多
关键词 Magnesium alloy Long period stacking ordered(LPSO) Stacking faults(SFs) Cooling rate Tensile properties
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我国农村妇女健康状况及其影响因素分析——基于ordered probit模型的估计 被引量:1
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作者 张欣悦 《科技与管理》 2013年第4期63-66,共4页
运用2006年中国健康与营养调查(CHNS)的截面数据对我国农村地区妇女的健康状况进行了系统而严格的实证研究。借鉴ordered probit模型分析了影响农村妇女健康状况的因素、如个人身体特征、社会经济特征、自身行为和医疗保险参与情况等,... 运用2006年中国健康与营养调查(CHNS)的截面数据对我国农村地区妇女的健康状况进行了系统而严格的实证研究。借鉴ordered probit模型分析了影响农村妇女健康状况的因素、如个人身体特征、社会经济特征、自身行为和医疗保险参与情况等,发现不同年龄、不同教育程度、不同收入的农村妇女的健康状况存在差异。 展开更多
关键词 农村妇女 自评健康 orderED PROBIT模型
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A Kinetic Study of Anaerobic Biodegradation of Food and Fruit Residues during Biogas Generation Using Initial Rate Method 被引量:2
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作者 William Wanasolo Samwel Victor Manyele John Makunza 《Engineering(科研)》 2013年第7期577-586,共10页
A kinetic study of biogas production from Urban Solid Waste (USW) generated in Dar es Salaam city (Tanzania) is presented. An experimental bioreactor simulating mesophilic conditions of most USW landfills was develope... A kinetic study of biogas production from Urban Solid Waste (USW) generated in Dar es Salaam city (Tanzania) is presented. An experimental bioreactor simulating mesophilic conditions of most USW landfills was developed. The goal of the study was to generate the kinetic order of reaction with respect to biodegradable organic waste and use it to model biogas production from food residues mixed with fruit waste. Anaerobic biodegradation was employed under temperature range of 28℃ - 38℃. The main controls were leachate recirculation and pH adjustments to minimize acid inhibitory effects and accelerate waste biodegradation. The experimental setup comprised of three sets of bioreactors. A biodegradation rate law in differential form was proposed and the numerical values of kinetic order and rate constant were determined using initial rate method as 0.994 and 0.3093 mol0.006·day-1, respectively. Results obtained were consistent with that found in literature and model predictions were in reasonable agreement with experimental data. 展开更多
关键词 Urban and MUNICIPAL Solid WASTE BIOGAS Production Anaerobic Biodegradation MESOPHILIC Conditions order of Reaction Kinetic Model INITIAL rate Method Renewable Energy BIOREACTOR Landfill Biodegradable Organic WASTE
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An Ordering Policy for Deteriorating Items with Time-Dependent Quadratic Demand and Salvage Value under Permissible Delay in Payment 被引量:1
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作者 Trailokyanath Singh Madan Mohan Muduly +2 位作者 Chittaranjan Mallick Rahul Kumar Gupta Hadibandhu Pattanayak 《American Journal of Operations Research》 2019年第5期201-218,共18页
The article deals with an economic order quantity (EOQ) inventory model for deteriorating items in which the supplier provides the purchaser a permissible delay in payment. This is so when deterioration of units in th... The article deals with an economic order quantity (EOQ) inventory model for deteriorating items in which the supplier provides the purchaser a permissible delay in payment. This is so when deterioration of units in the inventory is subject to constant deterioration rate, demand rate is quadratic function of time and salvage value is associated with the deteriorated units. Shortages in the system are not allowed to occur. A mathematical formulation is developed when the supplier offers a permissible delay period to the customers under two circumstances: 1) when delay period is less than the cycle of time;and 2) when delay period is greater than the cycle of time. The method is suitable for the items like state-of-the-art aircrafts, super computers, laptops, android mobiles, seasonal items and machines and their spare parts. A solution procedure algorithm is given for finding the optimal order quantity which minimizes the total cost of an inventory system. The article includes numerical examples to support the effectiveness of the developed model. Finally, sensitivity analysis on some parameters on optimal solution is provided. 展开更多
关键词 Constant Deterioration rate Deteriorating Items Economic order Quantity Permissible Delay in PAYMENT SALVAGE Value TIME-DEPENDENT QUADRATIC DEMAND rate
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Three-dimensional ordered hierarchically porous carbon materials for high performance Li-Se battery 被引量:1
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作者 Hongyan Li Wenda Dong +9 位作者 Chao Li Tarek Barakat Minghui Sun Yingying Wang Liang Wu Lang Wang Lei Xia Zhi-Yi Hu Yu Li Bao-Lian Su 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2022年第5期624-636,共13页
Developing host materials with high specific surface area, good electron conductivity, and fast ion transportation channel is critical for high performance lithium-selenium(Li-Se) batteries. Herein, a series of three ... Developing host materials with high specific surface area, good electron conductivity, and fast ion transportation channel is critical for high performance lithium-selenium(Li-Se) batteries. Herein, a series of three dimensional ordered hierarchically porous carbon(3D OHPC) materials with micro/meso/macropores are designed and synthesized for Li-Se battery. The porous structure is tuned by following the concept of the generalized Murray’s law to facilitate the mass diffusion and reduce ion transport resistance.The optimized 3D Se/OHPC cathode exhibits a very high 2 nd discharge capacity of 651 m Ah/g and retains 361 m Ah/g after 200 cycles at 0.2 C. Even at a high current rate of 5 C, the battery still shows a discharge capacity as high as 155 m Ah/g. The improved electrochemical performance is attributed to the synergy effect of the interconnected and well-designed micro, meso and macroporosity while shortened ions diffusion pathways of such Murray materials accelerate its ionic and electronic conductivities leading to the enhanced electrochemical reaction. The diffusivity coefficient in Se/OHPC can reach a very high value of 1.3 × 10^(-11)cm^(2)/s, much higher than those in single pore size carbon hosts. Their effective volume expansion accommodation capability and reduced dissolution of polyselenides ensure the high stability of the battery. This work, for the first time, established the clear relationship between textural properties of cathode materials and their performance and demonstrates that the concept of the generalized Murray’s law can be used as efficient guidance for the rational design and synthesis of advanced hierarchically porous materials and the great potential of 3D OHPC materials as a practical high performance cathode material for Li-Se batteries. 展开更多
关键词 3D ordered hierarchically porous carbon(OHPC) Shuttle effect CYCLABILITY High rate capability The generalized Murray’s law Li-Se batteries
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Fractional-order visco-plastic constitutive model for uniaxial ratcheting behaviors 被引量:5
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作者 Wenjie ZHAO Shaopu YANG +1 位作者 Guilin WEN Xuehong REN 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2019年第1期49-62,共14页
This paper proposes a novel unified visco-plastic constitutive model for uniaxial ratcheting behaviors. The cyclic deformation of the material presents remarkable time-dependence and history memory phenomena. The frac... This paper proposes a novel unified visco-plastic constitutive model for uniaxial ratcheting behaviors. The cyclic deformation of the material presents remarkable time-dependence and history memory phenomena. The fractional(fractional-order)derivative is an efficient tool for modeling these phenomena. Therefore, we develop a cyclic fractional-order unified visco-plastic(FVP) constitutive model. Specifically, within the framework of the cyclic elasto-plastic theory, the fractional derivative is used to describe the accumulated plastic strain rate and nonlinear kinematic hardening rule based on the Ohno-Abdel-Karim model. Moreover, a new radial return method for the back stress is developed to describe the unclosed hysteresis loops of the stress-strain properly.The capacity of the FVP model used to predict the cyclic deformation of the SS304 stainless steel is verified through a comparison with the corresponding experimental data found in the literature(KANG, G. Z., KAN, Q. H., ZHANG, J., and SUN, Y. F. Timedependent ratcheting experiments of SS304 stainless steel. International Journal of Plasticity, 22(5), 858–894(2006)). The FVP model is shown to be successful in predicting the rate-dependent ratcheting behaviors of the SS304 stainless steel. 展开更多
关键词 cyclic visco-plastic CONSTITUTIVE fractional DERIVATIVE FRACTIONAL-order uni-fied visco-plastic(FVP)model rate-dependent RATCHETING
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V_r:A new index to represent the variation rate of geomagnetic activity 被引量:4
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作者 Dongmei Yang Yufei He +1 位作者 Chuanhua Chen Jiadong Qian 《Earthquake Science》 CSCD 2010年第4期343-348,共6页
By calculating the hourly standard deviation of the first-order differences of the horizontal geomagnetic com- ponent minute data, a new index Vr to represent the variation rate of the geomagnetic field was introduced... By calculating the hourly standard deviation of the first-order differences of the horizontal geomagnetic com- ponent minute data, a new index Vr to represent the variation rate of the geomagnetic field was introduced. Vr-indices show similar trends in the temporal change at different observatories and have simultaneous peak values at the observatories cov- ering a large span geographically, which reveals that the source of geomagnetic disturbances represented by Vr is in the mag- netosphere. Based on the comparison among Vr, Kp and ap, it is found that generally Vr changes linearly with Kp and ap, which means that the rapid changes of magnetic field usually exist together with magnetic disturbances. But there are excep- tions. As Vr can be easily produced by individual observatory in quasi real time and is more sensitive to the variation rate of geomagnetic field rather than the field itself, it can be expected to serve for monitoring or predicting the geomagnetic-induced event in a quick and intuitive way. 展开更多
关键词 Vr index first-order difference standard deviation variation rate of geomagnetic field geomagnetic-induced event
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CONVERGENCE PROPERTIES OF HIGHER-ORDER MOMENT AND CUMULANT ESTIMATES 被引量:1
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作者 Li Hongwei(Institute of Information Science, Northern Jiaotong University, Beijing 100044)Cheng Qiansheng(School of Mathematical Sciences, Peking University, Beijing 100871) 《Journal of Electronics(China)》 1998年第3期240-247,共8页
The sample estimates of higher-order statistics are studied. Under certain conditions, the almost sure convergence of the third- and fourth-order moment and cumulant estimates of stationary processes is established. T... The sample estimates of higher-order statistics are studied. Under certain conditions, the almost sure convergence of the third- and fourth-order moment and cumulant estimates of stationary processes is established. The rate of almost sure convergence is obtained for the sample estimates of third- and fourth-order moment and cumulant. Additionally, it is shown that the third- and fourth-order moment and cumulant estimates are asymptotic normal. 展开更多
关键词 HIGHER-order MOMENT HIGHER-order CUMULANT ALMOST sure CONVERGENCE CONVERGENCE rate Asymptotic NORMALITY
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A MATHEMATICAL EXPRESSION OF CRYSTAL GROWTH RATE DURING CRYSTALLIZATION OF AMORPHOUS ALLOYS
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作者 LU Ke WANG Jingtang, National Laboratory of RSA, Institute of Metal Research, Academia Sinica, Shenyang, China LU Ke, Associate Professor, Institute of Metal Research, Academia Sinica, Shenyang 110015, China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 1992年第7期33-37,共5页
A mathematical expression of the crystal growth rate during crystallization of the amorphous alloys was derived from the micromechanism of crystallization newly developed by the authors. Thus, the satisfactory explana... A mathematical expression of the crystal growth rate during crystallization of the amorphous alloys was derived from the micromechanism of crystallization newly developed by the authors. Thus, the satisfactory explanation of the experimental results obtained by Nunogaki et al., Heimendahl et al. and the authors might be found. It seems also to be modelled with the expression for the crystal growth and the crystal size influenced by time during the crystallization of amorphous Ni-P alloy foil at in situ heating. Based on the expression, the factors influencing the crystal growth rate, such as temperature, time and microstructure of amorphous alloys have been discussed. 展开更多
关键词 amorphous alloy crystal growth rate ordered cluster shearing deposition atomic diffusion
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Learning from regularized regression algorithms with p-order Markov chain sampling 被引量:1
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作者 ZHANG Jing WANG Jian-li SHENG Bao-huai 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2011年第3期295-306,共12页
Evaluation for the performance of learning algorithm has been the main thread of theoretical research of machine learning. The performance of the regularized regression algorithm based on independent and identically d... Evaluation for the performance of learning algorithm has been the main thread of theoretical research of machine learning. The performance of the regularized regression algorithm based on independent and identically distributed(i.i.d.) samples has been researched by a large number of references. In the present paper we provide the convergence rates for the performance of regularized regression based on the inputs of p-order Markov chains. 展开更多
关键词 p-order Markov chain uniformly ergodic learning rate.
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A Double-threshold Constant False Alarm Rate Detector And Its Performance Analysis
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作者 王威 彭应宁 《High Technology Letters》 EI CAS 1998年第1期68-71,共4页
he cell averaging and the order statistics are two typical algorithms for constant false alarm rate detector in radar system. They have different advantages in stationary noise background and fluctuation clutter envir... he cell averaging and the order statistics are two typical algorithms for constant false alarm rate detector in radar system. They have different advantages in stationary noise background and fluctuation clutter environment respectively. This paper presents a doublethreshold constant false alarm rate detector constructed on the basis of synthesizing the advantages of the two algorithms above and avioding their disadvantages. The performance of the detector is analyzed, and the simulation result is given. 展开更多
关键词 Cell AVERAGING order STATISTICS CONSTANT false ALARM rate Detection
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