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Frequent loss of heterozygosity at 8p22 chromosomal region in diffuse type of gastric cancer 被引量:9
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作者 Hedayat Allah Hosseini Ali Ahani +4 位作者 Hamid Galehdari Ali Mohammad Froughmand Masoud Hosseini Abdolrahim Masjedizadeh Mohammad Reza Zali 《World Journal of Gastroenterology》 SCIE CAS CSCD 2007年第24期3354-3358,共5页
AIM: To study the loss of heterozygosity (LOH) at 8p21-23 locus in diffuse gastric cancer.METHODS: To evaluate the involvement of this region in gastric cancer, we used eight microsatellite markers covering two Mb of ... AIM: To study the loss of heterozygosity (LOH) at 8p21-23 locus in diffuse gastric cancer.METHODS: To evaluate the involvement of this region in gastric cancer, we used eight microsatellite markers covering two Mb of mentioned region, to perform a high-resolution analysis of allele loss in 42 cases of late diffuse gastric adenocarcinoma.RESULTS: Six of these STS makers: D8S1149, D8S1645, D8S1643, D8S1508, D8S1591, and D8S1145 showed 36%, 28%, 37%, 41%, 44% and 53% LOH, respectively.CONCLUSION: A critical region of loss, close to the NAT2 locus and relatively far from FEZ1 gene currently postulated as tumor suppressor gene in this region. 展开更多
关键词 loss of heterozygosity Tumor suppressor genes diffuse type of gastric cancer STS marker N-Acetyltransferase 2 FEZ1
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Germinal-center type B-cell classification and clinical characteristics of Chinese pediatric diffuse large B-cell lymphoma:a report of 76 cases 被引量:2
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作者 Yan Chen Xiao-Fei Sun +7 位作者 Zi-Jun Zhen Juan Wang Jia Zhu Su-Ying Lu Fei-Fei Sun Fei Zhang Peng-Fei Li Rui-Qing Cai 《Chinese Journal of Cancer》 SCIE CAS CSCD 2013年第10期561-566,共6页
Pediatric diffuse large B-cell lymphoma(DLBCL)is a highly aggressive disease with unique clinical characteristics.This study analyzed the germinal-center type B-cell(GCB)classification and clinical characteristics of ... Pediatric diffuse large B-cell lymphoma(DLBCL)is a highly aggressive disease with unique clinical characteristics.This study analyzed the germinal-center type B-cell(GCB)classification and clinical characteristics of Chinese pediatric DLBCL.A total of 76 patients with DLBCL newly diagnosed in Sun Yatsen University Cancer Center between February 2000 and May 2011,with an age younger than 18 years,were included in the analysis.The male/female ratio was 3.47:1.The median age was 12 years(range,2 to 18 years),and 47(61.8%)patients were at least 10 years old.Of the 76 patients,48(63.2%)had stage III/IV disease,9(11.8%)had bone marrow involvement,1(1.3%)had central nervous system(CNS)involvement,and 5(6.6%)had bone involvement.The GCB classification was assessed in 45 patients:26(57.8%)were classified as GCB subtype,and 19(42.2%)were classified as non-GCB subtype.The modified B-NHL-BFM-90/95 regimen was administered to 50 patients,and the 4-year event-free survival(EFS)rate was 85.8%.Among these 50 patients,31 were assessed for the GCB classification:17(54.8%)were classified as GCB subtype,with a 4-year EFS rate of 88.2%;14(45.2%)were classified as non-GCB subtype,with a 4-year EFS rate of 92.9%.Our data indicate that bone marrow involvement and stage III/IV disease are common in Chinese pediatric DLBCL patients,whereas the percentage of patients with the GCB subtype is similar to that of patients with the non-GCB subtype.The modified B-NHL-BFM-90/95protocol is an active and effective treatment protocol for Chinese pediatric patients with DLBCL. 展开更多
关键词 B细胞淋巴瘤 临床特征 弥漫性 中国 分类 小儿 生发 中枢神经系统
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Global asymptotic stability for Hopfield-type neural networks with diffusion effects 被引量:1
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作者 颜向平 李万同 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2007年第3期361-368,共8页
The existence, uniqueness and global asymptotic stability for the equilibrium of Hopfield-type neural networks with diffusion effects are studied. When the activation functions are monotonously nondecreasing, differen... The existence, uniqueness and global asymptotic stability for the equilibrium of Hopfield-type neural networks with diffusion effects are studied. When the activation functions are monotonously nondecreasing, differentiable, and the interconnected matrix is related to the Lyapunov diagonal stable matrix, the sufficient conditions guaranteeing the existence of the equilibrium of the system are obtained by applying the topological degree theory. By means of constructing the suitable average Lyapunov functions, the global asymptotic stability of the equilibrium of the system is also investigated. It is shown that the equilibrium (if it exists) is globally asymptotically stable and this implies that the equilibrium of the system is unique. 展开更多
关键词 diffusION Hopfield-type neural networks EQUILIBRIUM global asymptotic stability
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Biased Diffusive Search Triggered by ATP Binding During Kinesin's Stepping
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作者 王海燕 《Communications in Theoretical Physics》 SCIE CAS CSCD 2010年第3期525-528,共4页
In this paper, we present an asymmetry conformational potential with a reflecting boundary and an absorbing boundary, in which the diffusive search of the free head of kinesin motor can be biased toward its forward bi... In this paper, we present an asymmetry conformational potential with a reflecting boundary and an absorbing boundary, in which the diffusive search of the free head of kinesin motor can be biased toward its forward binding site. Under a wide range of condition, using first-passage time analysis we perform numerical simulation to the Langevin equation, and obtain the dependence of the dwell time for forward steps on the load force. And we calculate the expression for the dwell time by the Laplace transform method. Both numerical and analytical results show that the dwell times exponentially depend on the load force, which provide a simple physical explanation for experimental data. Our results suggest that ATP binding-conformation change in the neck linker plays an important role in unidirectional steps during kinesin's mechanochemical cycle. 展开更多
关键词 biased diffusive search dwell time mean first passage time
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Global Asymptotic Stability and Hopf Bifurcation in a Homogeneous Diffusive Predator-Prey System with Holling Type II Functional Response 被引量:3
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作者 Shuangte Wang Hengguo Yu +1 位作者 Chuanjun Dai Min Zhao 《Applied Mathematics》 2020年第5期389-406,共18页
In this paper, we considered a homogeneous reaction-diffusion predator-prey system with Holling type II functional response subject to Neumann boundary conditions. Some new sufficient conditions were analytically esta... In this paper, we considered a homogeneous reaction-diffusion predator-prey system with Holling type II functional response subject to Neumann boundary conditions. Some new sufficient conditions were analytically established to ensure that this system has globally asymptotically stable equilibria and Hopf bifurcation surrounding interior equilibrium. In the analysis of Hopf bifurcation, based on the phenomenon of Turing instability and well-done conditions, the system undergoes a Hopf bifurcation and an example incorporating with numerical simulations to support the existence of Hopf bifurcation is presented. We also derived a useful algorithm for determining direction of Hopf bifurcation and stability of bifurcating periodic solutions correspond to j &#8800;0 and j = 0, respectively. Finally, all these theoretical results are expected to be useful in the future study of dynamical complexity of ecological environment. 展开更多
关键词 HOLLING type II Functional Response REACTION-diffusION PREDATOR-PREY System Global Stability TURING Instability Hopf Bifurcation
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Computational Studies on Detecting a Diffusing Target in a Square Region by a Stationary or Moving Searcher
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作者 Hongyun Wang Hong Zhou 《American Journal of Operations Research》 2015年第2期47-68,共22页
In this paper, we compute the non-detection probability of a randomly moving target by a stationary or moving searcher in a square search region. We find that when the searcher is stationary, the decay rate of the non... In this paper, we compute the non-detection probability of a randomly moving target by a stationary or moving searcher in a square search region. We find that when the searcher is stationary, the decay rate of the non-detection probability achieves the maximum value when the searcher is fixed at the center of the square search region;when both the searcher and the target diffuse with significant diffusion coefficients, the decay rate of the non-detection probability only depends on the sum of the diffusion coefficients of the target and searcher. When the searcher moves along prescribed deterministic tracks, our study shows that the fastest decay of the non-detection probability is achieved when the searcher scans horizontally and vertically. 展开更多
关键词 diffusing TARGET Non-Detection PROBABILITY search Theory Optimal search Path
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FINITE ELEMENT METHOD FOR SOLVING TWO-DIMENSIONAL DIFFUSION-REACTION EQUATIONS OF BOUNDARY LAYER TYPE IN POROUS CATALYST PELLET
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作者 潘天舒 孙启文 +1 位作者 房鼎业 朱炳辰 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1995年第2期29-41,共13页
In this paper,finite element method(FEM)is used to solve two-dimensional diffu-sion-reaction equations of boundary layer type.This kind of equations are usually too complicatedand diffcult to be solved by applying the... In this paper,finite element method(FEM)is used to solve two-dimensional diffu-sion-reaction equations of boundary layer type.This kind of equations are usually too complicatedand diffcult to be solved by applying the traditional methods used in chemical engineering becauseof the steep gradients of concentration and temperature.But,these difficulties are easy to be over-comed when the FEM is used.The integraded steps of solving this kind of problems by the FEMare presented in this paper.By applying the FEM to the two actual examples,the conclusion can bereached that the FEM has the advantages of simplicity and good accuracy. 展开更多
关键词 FINITE element method diffusion-reaction equation BOUNDARY layer type
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Numerical Simulation of Diffusion Type Traffic Flow Model Using Second-Order Lax-Wendroff Scheme Based on Exponential Velocity Density Function
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作者 Mojammel Haque Mariam Sultana Laek Sazzad Andallah 《American Journal of Computational Mathematics》 2023年第3期398-411,共14页
In order to control traffic congestion, many mathematical models have been used for several decades. In this paper, we study diffusion-type traffic flow model based on exponential velocity density relation, which prov... In order to control traffic congestion, many mathematical models have been used for several decades. In this paper, we study diffusion-type traffic flow model based on exponential velocity density relation, which provides a non-linear second-order parabolic partial differential equation. The analytical solution of the diffusion-type traffic flow model is very complicated to approximate the initial density of the Cauchy problem as a function of x from given data and it may cause a huge error. For the complexity of the analytical solution, the numerical solution is performed by implementing an explicit upwind, explicitly centered, and second-order Lax-Wendroff scheme for the numerical solution. From the comparison of relative error among these three schemes, it is observed that Lax-Wendroff scheme gives less error than the explicit upwind and explicit centered difference scheme. The numerical, analytical analysis and comparative result discussion bring out the fact that the Lax-Wendroff scheme with exponential velocity-density relation of diffusion type traffic flow model is suitable for the congested area and shows a better fit in traffic-congested regions. 展开更多
关键词 Traffic Congestion diffusion type Traffic Flow Model Analytical Solution Numerical Solution Lax-Wendroff Scheme
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IoT Enabled Microgrid Framework Using a Novel Dispersal Diffusion Artificial Neural Network Controller for PV Systems and Wind Energy to Minimize Electrical Faults
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作者 V V Vijetha Inti V S Vakula 《China Communications》 SCIE CSCD 2024年第12期217-230,共14页
A system based on a PV-Wind will ensure better efficiency and flexibility using lower energy production.Today,plenty of work is being focussed on Doubly Fed Induction Generators(DFIG)utilized in wind energy systems.DF... A system based on a PV-Wind will ensure better efficiency and flexibility using lower energy production.Today,plenty of work is being focussed on Doubly Fed Induction Generators(DFIG)utilized in wind energy systems.DFIG is found to be the best option in the Wind Energy Conversion Systems(WECS)to mitigate the issues caused by power converters.In this work,a new Artificial Neural Network(ANN)is proposed with the Diffusion and Dispersal strategy that works on Maximum Power Point Tracking(MPPT)along with Wind Energy Conversion System(WECS)to minimize electrical faults.The controller focus was not just to increase performance but also to reduce damage owing to any phase to phase fault or Phase to phase to ground fault.To ensure optimal MPPT for the proposed WECS,ANN achieves the optimal PI controller parameters for the indirect control of active and reactive power of DFIG.The optimal allocation and size of the DGs within the distributed system and for MPPT control are obtained using a population of agents.The generated solutions are evaluated and on being successful,the agents test their hypothesis again to create a positive feedback mechanism.Simulations are carried out,and the proposed IoT framework efficiency indicates performance improvement and faster recovery against faults by 9 percent for phase to ground fault and by 7.35 percent for phase to phase fault. 展开更多
关键词 dispersal diffusion search and artificial neural network maximum power point tracking(MPPT) photovoltaic(PV)array wind energy conversion system(WECS)
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带有交叉扩散项的Holling-typeⅡ捕食-食饵模型的共存 被引量:12
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作者 张岳 李艳玲 《纺织高校基础科学学报》 CAS 2010年第4期439-444,共6页
讨论了带有交叉扩散项的Holling-typeⅡ反应项的捕食-食饵模型在齐次Neumann边界条件下非常数正解的存在性.首先利用最大值原理、上下解方法和Harnack不等式对正解的上下界做了先验估计;其次在先验估计的基础上运用Leray-Schauder度理... 讨论了带有交叉扩散项的Holling-typeⅡ反应项的捕食-食饵模型在齐次Neumann边界条件下非常数正解的存在性.首先利用最大值原理、上下解方法和Harnack不等式对正解的上下界做了先验估计;其次在先验估计的基础上运用Leray-Schauder度理论证明非常数正解的存在性,并给出了正解存在的充分条件. 展开更多
关键词 捕食-食饵模型 Holling-type LERAY-SCHAUDER度理论
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两类Armijo-type线搜索下的PRP新算法 被引量:3
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作者 王开荣 曹伟 《西南大学学报(自然科学版)》 CAS CSCD 北大核心 2010年第7期13-17,共5页
给出了新的PRP算法,该算法具有充分下降性和在无需任何线搜索的情况下自动保持搜索方向在可行域的特性,而且该算法在非凸函数和一致凸函数上具有全局收敛性,最后证明了新算法的线性收敛速度.
关键词 无约束最优化 共轭梯度法 Armijo-type线搜索 全局收敛性 R-线性收敛
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n^(+)/n^(-)型硅衬底扩散片X_(jn+)理论分析与测试方法优化
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作者 张现磊 李立谦 +1 位作者 周涛 张志林 《半导体技术》 CAS 北大核心 2025年第1期39-45,共7页
n型衬底扩散片扩散深度(X_(jn+))是n^(+)/n^(-)型硅衬底扩散片最重要的参数之一,X_(jn+)的理论计算对磷扩散生产和X_(jn+)测试具有重要的指导意义。但现有扩散理论计算结果与实验数据差异较大,需更精准的计算方法。通过实验对X_(jn+)的... n型衬底扩散片扩散深度(X_(jn+))是n^(+)/n^(-)型硅衬底扩散片最重要的参数之一,X_(jn+)的理论计算对磷扩散生产和X_(jn+)测试具有重要的指导意义。但现有扩散理论计算结果与实验数据差异较大,需更精准的计算方法。通过实验对X_(jn+)的测试与理论计算结果进行对比分析,引入了修正系数k_(n)与k_(p),得到理论计算与测试结果吻合的X_(jn+)计算方法。并根据修正后的计算方法对染色法测试X_(jn+)进行了优化。新的X_(jn+)计算方法得到的结果与测试结果差异小于2%,可用于指导生产,且优化后的X_(jn+)测试方法更加便捷。 展开更多
关键词 衬底扩散片 扩散系数修正 协同扩散 n型衬底扩散片扩散深度(X_(jn+))计算 X_(jn+)测试方法优化
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Analytical Solution to the One-Dimensional Advection-Diffusion Equation with Temporally Dependent Coefficients 被引量:5
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作者 Dilip Kumar Jaiswal Atul Kumar Raja Ram Yadav 《Journal of Water Resource and Protection》 2011年第1期76-84,共9页
In a one-dimensional advection-diffusion equation with temporally dependent coefficients three cases may arise: solute dispersion parameter is time dependent while the flow domain transporting the solutes is uniform, ... In a one-dimensional advection-diffusion equation with temporally dependent coefficients three cases may arise: solute dispersion parameter is time dependent while the flow domain transporting the solutes is uniform, the former is uniform and the latter is time dependent and lastly the both parameters are time dependent. In the present work analytical solutions are obtained for the last case, studying the dispersion of continuous input point sources of uniform and increasing nature in an initially solute free semi-infinite domain. The solutions for the first two cases and for uniform dispersion along uniform flow are derived as particular cases. The dispersion parameter is not proportional to the velocity of the flow. The Laplace transformation technique is used. New space and time variables are introduced to get the solutions. The solutions in all possible combinations of increasing/decreasing temporal dependence are compared with each other with the help of graphs. It has been observed that the concentration attenuation with position and time is the fastest in case of decreasing dispersion in accelerating flow field. 展开更多
关键词 Advection diffusion DISPERSION Continuous INPUT FLUX type Condition
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Relationship between clinicopathological features and mucin phenotypes of advanced gastric adenocarcinoma 被引量:2
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作者 Fumiaki Toki Atsushi Takahashi +5 位作者 Ryusuke Aihara Kyoichi Ogata Hiroyuki Ando Tetsuro Ohno Erito Mochiki Hiroyuki Kuwano 《World Journal of Gastroenterology》 SCIE CAS CSCD 2010年第22期2764-2770,共7页
AIM: To investigate a relationship between the clinicopathological features and mucin phenotypes in advanced gastric adenocarcinoma (AGA). METHODS: Immunohistochemical staining was performed to determine the mucin phe... AIM: To investigate a relationship between the clinicopathological features and mucin phenotypes in advanced gastric adenocarcinoma (AGA). METHODS: Immunohistochemical staining was performed to determine the mucin phenotypes in 38 patients with differentiated adenocarcinomas (DACs), 9 with signet-ring cell carcinomas (SIGs), and 48 with other diffuse-type adenocarcinomas (non-SIGs) of AGA. The mucin phenotypes were classified into 4 types: gastric (G), gastrointestinal (GI), intestinal, and unclassified. RESULTS: The G-related mucin phenotypes were highly expressed in all the histological subtypes of AGA. The expression of the GI phenotype in SIG patients was lower than that in DAC patients (P = 0.02), and this phenotype was observed in 56% of the non-SIG patients in the intramucosal layer. Among non-SIG cases, the expression of the GI phenotype was significantly higherin patients with extended adenocarcinomas and those with positive rates of lymph node metastasis. There was no difference between the expressions of the G and other GI phenotypes factors. Among DAC and non-SIG patients, there were no differences between the survival rates of the corresponding patient groups. CONCLUSION: The GI phenotype might possess more invasive characteristics than the G phenotype in nonSIG. Neither of the phenotypes indicated a poor prognosis of DAC and non-SIG. 展开更多
关键词 MUCINS PHENOtype diffuse type Undifferentiated type Gastric neoplasms ADENOCARCINOMA Prognosis
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Current Application of Search Engines and Their Developing Trend 被引量:2
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作者 张利 邵世煌 +2 位作者 吴晓琼 曾献辉 范晓文 《Journal of Donghua University(English Edition)》 EI CAS 2002年第2期126-130,共5页
FAN Xiao-wen School of Pharmacy, Shenyang Pharmaceutical University, Shenyang,110016The basic types of current search engines which can help users to perfume laborious information-gathering tasks on Internet is propos... FAN Xiao-wen School of Pharmacy, Shenyang Pharmaceutical University, Shenyang,110016The basic types of current search engines which can help users to perfume laborious information-gathering tasks on Internet is proposed. Basically, the search engines can be classified into index engine, directory engine and agent engine on WWW information service. The key technologies of web mine, automatic classifying of documents and ordering regulation of feedback information are discussed. Finally, the developing trend of search engines is pointed out by analyzing their practical application on World Wide Web. 展开更多
关键词 search engines basic type World WIDE Web practical APPLICATION
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Isothermal diffusion of water vapor in unsaturated soils based on Fick’s second law 被引量:7
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作者 LIU Fei-fei MAO Xue-song +3 位作者 ZHANG Jian-xun WU Qian LI Ying-ying XU Cheng 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第7期2017-2031,共15页
In arid regions, water vapor diffusion predominates the total water migration in unsaturated soil, which significantly influences agriculture and engineering applications. With the aim of revealing the diffusion mecha... In arid regions, water vapor diffusion predominates the total water migration in unsaturated soil, which significantly influences agriculture and engineering applications. With the aim of revealing the diffusion mechanism of water vapor in unsaturated soil, a water vapor migration test device was developed to conduct the water vapor migration indoor test. The test results demonstrate that the characteristics of water vapor diffusion in unsaturated soil conformed to Fick’s second law. A mathematical model for water vapor diffusion under isothermal conditions in unsaturated soil was established based on Fick’s law. Factors including the initial moisture content gradient, initial moisture content distribution, soil type and temperature that affect the water vapor diffusion coefficient were analyzed. The results show that there was good agreement between the moisture content calculated by the mathematical model and obtained by the indoor experiment. The vapor diffusion coefficient increased with increasing initial moisture content gradient and temperature. When the initial moisture content gradient is constant, the vapor diffusion coefficient increases with the increase of matrix suction ratio in dry and wet soil section. The effect of soil type on the water vapor diffusion coefficient was complex, as both the moisture content and soil particle sizes affected the water vapor diffusion. 展开更多
关键词 water vapor diffusion coefficient unsaturated soil mathematical model initial moisture content gradient initial moisture content distribution soil type TEMPERATURE
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Globally Bounded Solutions in A Chemotaxis Model of Quasilinear Parabolic Type 被引量:1
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作者 LIU Bing-chen DONG Meng-zhen 《Chinese Quarterly Journal of Mathematics》 2019年第3期274-282,共9页
In this paper,we consider a quasilinear parabolic-parabolic chemotaxis model with nonlinear diffusivity,aggregation and logistic damping source:■where k1 epu≤D(u) or k1 up≤D(u);k2 equ≤S(u)≤k3 equ;g(u)≤a-... In this paper,we consider a quasilinear parabolic-parabolic chemotaxis model with nonlinear diffusivity,aggregation and logistic damping source:■where k1 epu≤D(u) or k1 up≤D(u);k2 equ≤S(u)≤k3 equ;g(u)≤a-beku.It is proved that,if q <k-1 or q=k-1 and b> b0 for some constant b0> 0,then there exists a unique classical solution which is globally bounded.The results show the effect of the aggregation and the logistic damping source on the existence of globally bounded solutions. 展开更多
关键词 CHEMOTAXIS Nonlinear diffusIVITY AGGREGATION LOGISTIC type Damping Globally BOUNDED Solution
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Numerical Simulation of Superplastic Forming and Diffusion Bonding of Ti Alloys 被引量:1
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作者 Kaifeng ZHANG Wenbo HAN Wei WU Guofeng WANG Dezhong WU 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2003年第z1期46-48,共3页
The research on numerical simulation for combinative process of SPF/DB is carried out in this paper. The contacting problem of sheets is analyzed by using the penalty method. In order to solve the contact problem of d... The research on numerical simulation for combinative process of SPF/DB is carried out in this paper. The contacting problem of sheets is analyzed by using the penalty method. In order to solve the contact problem of different parts of the sheet, a new algorithm for contacting judgment is proposed. According to the relation of the distance vector and the vector of contacting element area, and the condition of contact, it can be judged whether or not a node on the slave surface and the corresponding master surface are in the state of SPF/DB. The Mindlin shell element is employed to simulate SPF/DB process of an asymmetry double-cell cup of Ti-6Al-4V to examine the efficiency of the new algorithm using ARVIP-3D. The results of the numerical simulation are in good agreement with experimental results. 展开更多
关键词 Numerical simulation SUPERPLASTIC forming diffusION bonding Contact search algorithm
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Modes of multi-mechanistic gas diffusion in shale matrix at varied effective stresses:Observations and analysis 被引量:1
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作者 Tian-Yu Chen Yan-Yu Hao +3 位作者 Derek Elsworth Hong-Ming Zhang Zhi-Ming Hu Guang-Lei Cui 《Petroleum Science》 SCIE EI CSCD 2023年第5期2908-2920,共13页
Gas diffusion in the shale matrix has a dominant effect on late-stage production from shale gas reservoirs.However,adequate research on the mechanisms and contributions of gas diffusion for varied pore size population... Gas diffusion in the shale matrix has a dominant effect on late-stage production from shale gas reservoirs.However,adequate research on the mechanisms and contributions of gas diffusion for varied pore size populations in shale matrix under recreated in situ stress is lacking.We report gas-diffusion measurements under constant in situ stress but variable gas pressures for contrasting non-adsorbent(helium(He))and adsorbed(methane(CH_(4)))gases to investigate the impact of effective stress on the evolution of dominant mechanisms of diffusion.An intact sample replicates true pore-network topology and diffusion paths.An integrated diffusion model is proposed that combines the effects of slip flow,Knudsen flow,and surface diffusion to constrain the evolution of these flow regimes and their respective contributions to the observational data.Finally,a probability density function(PDF)is employed to separate the gas content distributions of macropores and micropores from the total gas content and to investigate gas contributions in various pores.The results reveal that the diffusion coefficients of both He and CH_(4) in macropores and micropores increase with gas pressure but decrease with increasing effective stress.The diffusion coefficients of He and CH_(4) are different in macropores but remain nearly the same in micropores.The diffusion coefficients of slip flow and surface diffusion increase with decreasing effective stress except for CH_(4) diffusion in the micropores,while the evolution of Knudsen diffusion shows the opposite trend.Slip flow plays a dominant role in He and CH_(4) diffusion within macropores(pore size 45 nm).Knudsen diffusion gradually becomes significant for He diffusion in the micropores(pore size 4 nm),conversely,for CH_(4) diffusion in the micropores,surface diffusion becomes significant.Related to gas production from reservoirs,the contributions of the micropores will increase gradually with the duration of gas recovery,indicating the significant role of gas diffusion in micropores to steady supply during latestage production. 展开更多
关键词 diffusion coefficient In situ stress Varied pore types diffusion mechanisms Gas-content contributions
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PRI modulation recognition and sequence search under small sample prerequisite 被引量:2
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作者 ZHANG Chunjie LIU Yuchen SI Weijian 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第3期706-713,共8页
Pulse repetition interval(PRI)modulation recognition and pulse sequence search are significant for effective electronic support measures.In modern electromagnetic environments,different types of inter-pulse slide rada... Pulse repetition interval(PRI)modulation recognition and pulse sequence search are significant for effective electronic support measures.In modern electromagnetic environments,different types of inter-pulse slide radars are highly confusing.There are few available training samples in practical situations,which leads to a low recognition accuracy and poor search effect of the pulse sequence.In this paper,an approach based on bi-directional long short-term memory(BiLSTM)networks and the temporal correlation algorithm for PRI modulation recognition and sequence search under the small sample prerequisite is proposed.The simulation results demonstrate that the proposed algorithm can recognize unilinear,bilinear,sawtooth,and sinusoidal PRI modulation types with 91.43% accuracy and complete the pulse sequence search with 30% missing pulses and 50% spurious pulses under the small sample prerequisite. 展开更多
关键词 inter-pulse slide pulse repetition interval(PRI)modulation type bi-directional long short-term memory(BiLSTM)network sequence search
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