BP神经网络用于函数逼近的最佳隐层结构

研究采用反向传播算法的人工神经网络用于函数逼近时的支结构。方法,以典型的ｎ输入、单输出的多层ＢＰ网为例,在几种不同的网络隐层结构下对典的连续函数进行逼近训练。,分析各网络输出的全局误差。     

SrGa2S4:Ce blue TFEL in new structure

SrGa₂S₄: Ce blue TFEL device with a novel structure was prepared by electron beam evaporation. The dielectric constant of insulator layer in this structure is far less than that in the conventional structure, so the hot-electrons can be accelerated in SiO₂ layers. The stable TFEL with good chromaticity was achieved and the basic characteristics were investigated.     

质心层次特征的无约束手写体数字识别

光学字符识别（ＯＣＲ）是模式识别最为成功的应用之一．目前,ＯＣＲ的研究重点是无约束手写体字符识别．采用了基于字符质心的层次特征对无约束手写体数字进行分类识别．基于字符质心的不均匀分块方法,在一定程度上可以克服无约束手写体数字字形千变万化所引起的不稳定性．层次特征将字符在空间的二维分布转化为一维,特征抽取过程简单,易于实现．将该算法应用于无约束手写体数字的信函分拣系统,单字的平均识别率达９７％以上．     

水平管内环状流下两相强制对流蒸发的理论研究

分析了液膜内动力和换热特性,提出了一种环状流下的两相强制对流蒸发的６层速度分布模型,并利用比拟理论进行了分析和计算,预测其换热系数,通过与数据对比,结果表明预测值与实验数据有较好的一致性。     

坝面粘贴苯板保护层的拱坝温度荷载研究

寒冷地区拱坝的温度应力比南方大得多,温度荷载的可能大大超过水荷载的影响,为了降低温度荷载,减小拱坝厚度。本文求出了两种不同介质在外界气温作用下的解析解,并针对在拱坝下游面用苯板作为永久保护层,提出了确定温度荷载的设计计算新方法,给出的温度荷载计算图表可供工程设计直接使用。     

废黄河竖井双层涵洞试验研究

试验研究了废黄河竖井双层涵洞输送水流和泥沙运动特性。试验表明：竖井进口段过水断面呈渐趋收缩状,涵洞泄流能力增大;在通过小流量时,下层涵洞流速大,有利于依靠水力输沙;双层涵洞中间隔层具有随上下层涵洞流速差减小、脉动压力影响趋于微弱的性质。提出了轮换开启部分闸门,使开启涵洞内平均流速大于泥沙不淤流速的调控方法,解决了双层涵洞安全输送泥沙的工程措施问题。     

HPLC study of the binding of sulfinpyrazone to serum albumin

Summary A thin layer chromatographic method for a qualitative screening-test and a quantitative analysis of 2,4,6-TNT, biodegradation products, octogen and hexogen in ammunition wastes was developed using both polar and non-polar modified sorbents. For enrichment a solidphase extraction on LiChrolut® EN followed by removal with methanol/acetonitrile (11 v/v) was chosen. To imitate real samples, spiked tap water samples of known composition were used.     

具有空间对照结构渐近解的构造(Ⅰ)

对具有快慢变量非线性方程组的边值问题(μ是小参数) (du)/(dx)=g(x,u,v,w) μ(dv)/(dx)=F(x,u,w) μ(dw)/(dx)=G(x,u,v) u(0,μ)=v(0,μ)=v(1,μ)=0 本文讨论了产生空间对照结构时的渐近解构造,“啪”型内部层解位置的确定及给出了渐近解的误差估计。     

Internal dynamics of flexible molecules: Cyclohexane

Summary The international motions of a single cyclohexane molecule are studied by molecular dynamics calculations. Classical trajectories are calculated by integrating Newton's equation of motion. The potential functions used are essentially the same as in Allinger's MM2 program which is widely applied for calculations on conformational energies of organic molecules.Geometries and relative energies are reported for all stable low energy conformers and some transition states of cyclohexane. Vibrational frequencies of classical oscillations of individual bonds — computed for ethane as reference system — are close to the experimental values.Two trajectories of the molecular dynamics of cyclohexane were simulated. In the first we were able to follow the process of ring inversion: chair twisted forms inverted chair. The reaction path is analysed in detail and compared with static approaches. The second trajectory shows the correlated reorientation of the possible twisted forms alone. This process is known as pseudorotation.Dedicated to Prof. Dr. Karl Schlögl     

Structure–retardation factor relationship of natural amino acids in two different mobile phases of RP-TLC

Abstract

Separation of amino acids (AAs) and their simple and inexpensive determination/identification is an interesting topic in biological and protein science, different food industries, and drug factories. Also, the presentation of the chromatographic behavior of compounds in a predictive model can be effective to estimate the structural/chemical properties of analyte and mobile phases. In this work for the first time, retardation factor (R_F) of 42 AAs in reversed-phase thin layer chromatography (RP-TLC) was modeled. Acetonitrile-sodium azide solution and 1,2 dioxane-sodium azide solution were two mobile phases which have been studied in this work. Results showed that the values of R_F are correlated with the structural properties of AAs and these properties had some similarities and differences in two noted mobile phases. For the TLC data in two mobile phases, five parametric linear models were suggested (R²_train = 0.93 and 0.97; R²_test = 0.93 and 0.99). The models were also evaluated with different statistical approaches. It was shown that increasing the sum of geometrical distances between N and O in AAs causes decreasing their R_F in RP-TLC using both mobile phases. Other structural effects of AAs on their separation in the desired RP-TLC system were also discussed.