Discussion About Nonlinear Time Series Prediction Using Least Squares Support Vector Machine

The least squares support vector machine (LS-SVM) is used to study the nonlinear time series prediction. First, the parameter γ and multi-step prediction capabilities of the LS-SVM network are discussed. Then we employ clustering method in the model to prune the number of the support values. The learning rate and the capabilities of filtering noise for LS-SVM are all greatly improved.     

A Series of Exact Solutions for a New (2+1)-Dimensional Calogero KdV Equation

An algebraic method is proposed to solve a new (2 1)-dimensional Calogero KdV equation and explicitly construct a series of exact solutions including rational solutions, triangular solutions, exponential solution, line soliton solutions, and doubly periodic wave solutions.     

Light 0- Meson Solution of Bethe-Salpeter Equation Involving the Vacuum Condensates in QCD

We dkcuss the Bethe-Salpeter equation involving the vacuum condensates in QCD in the backgrouud fields. The bound state equation for the light 0^- meson (π and K) is solved in the ladder approximation of single gluon exchange, where the gluon propagator is calculated in tree level of a gluon condensate and a quark condensate. The kernel is divided into two parts: perturbative and non-pert,urbative. The non-perturbative part is determined by the vacuum condensate. Pseudo-scalar meson spectrum and decay constants are in good agreement with data.     

用蛋白电泳和高效凝胶排阻色谱法分析还原脲变性蛋白溶菌酶稀释复性过程的集聚体

本文利用蛋白电泳和高效凝胶排阻层析法分析了还原脲变性蛋白溶菌酶稀释复性过程中的集聚体。当用复性液稀释复性还原脲变性蛋白溶菌酶时,会迅速产生可观量的沉淀。沉淀和上清液的不连续十二烷基硫酸钠-聚丙烯酰胺凝胶电泳(SDS-PAGE)和高效凝胶排阻层析分析结果表明,还原脲变性蛋白溶菌酶在稀释复性过程中除了能够复性成天然态蛋白溶菌酶分子外,还会形成可溶的蛋白溶菌酶分子二聚体和三聚体,二聚体和三聚体主要是靠分子间二硫键的错配连接而成的;可溶的蛋白溶菌酶分子二聚体之间通过非共价键相互作用而形成集聚体沉淀,而可溶的三聚体溶菌酶分子则仍处于复性液上清液中。     

CAEP远红外100 μm FEL自发辐射谱的实验研究

在FEL实验中,电子束通过摇摆器,一方面由于周期性磁场作用,电子束轨迹要周期性的摆动,另一方面还要辐射同FEL辐射波长一致的自发辐射,该辐射谱反映电子束、摇摆器集成后的参数。在CAEP(Institute of China Academic Engineering Physics)远红外100 μm FEL实验中,自发辐射谱通过Ge∶Ga低温探头和远红外100 μm光栅谱仪测量。文章侧重从实际摇摆器磁场分析了远红外100 μm FEL的自发辐射谱。     

四溴荧光素与DNA作用的研究

用荧光光谱和磷光光谱法研究了四溴荧光素(TBF)与DNA的相互作用。探讨了盐效应和乙醇在DNA存在和不存在条件下对TBF体系荧光强度的影响,以及不同pH在DNA存在和不存在条件下对体系磷光强度的影响。由荧光猝灭实验,得到无DNA存在下的荧光猝灭常数为719.74 L·mol-1,有DNA存在下的荧光猝灭常数为880.22 L·mol-1。并通过荧光猝灭实验和磷光偏振实验得出了TBF和DNA的可能作用方式。     

一种“裸眼”可视化检测溶液的pH值及细胞中铁离子的BODIPY类探针

以吡啶-2-甲酸(4-甲酰基苯酚)酯代替对羟基苯甲醛,将对羟基苯基引入到BODIPY染料的3-位,以高产率得到一个BODIPY类探针2。探针2易溶解到各种有机溶剂中,在甲醇溶液中的最大吸收和发射波长分别为570和585 nm,荧光量子产率达到0.9。当溶液的pH值从酸性过渡到碱性时,对羟基苯乙烯基团会慢慢失去质子,其溶液最大吸收波长发生红移,荧光发生淬灭,而且溶液颜色也发生明显的变化。因此,探针2可作为一种"裸眼"可视化的pH探针。此外,探针2对Fe~(3+)也有明显的响应,在溶液中加入Fe~(3+),探针2分子结构中乙烯基团发生断裂,其溶液最大吸收波长和最大发射峰均发生蓝移。因此,探针2也可以作为Fe~(3+)的比率型探针。同时探针2毒性较低、渗透性好、对Fe~(3+)选择性高,可以应用到细胞中检测Fe~(3+)的含量。