微观化学反应产物分子能量分配的模式识别

在不同拓扑特征的London-Eying-Polanyi-Sato(LEPS)型势能面上,应用经典轨线法计算了不同动态条件下的样本集,应用模式识别研究了势能面特征及动态因素对产物分子能量分配的影响. 结果表明: 对A＋BC→AB＋C类反应,模式识别方法可验证若干已知的主要影响因素,并发现不同影响因素之间的乘积对产物分子能量分配有更重要的作用.根据模式识别的判别分析方法建立了产物分子能量分配的定性预测模型.     

转动取向影响因素的多元非线性分析

在不同拓扑特征的London-Eying-Polanyi-Sato(LEPS)型势能面上，应用经典轨线法计算了不同动态条件下的58个样本，应用多元非线性分析方法研究了势能面及动态条件对转动取向的影响.结果表明, 对于A＋BC→AB＋C类反应, 反应物分子的质量比、势能面出口处的宽度和相对平动能对产物分子的转动取向有重要作用，且发现不同影响因素之间的乘积对产物的转动取向具有更重要的作用.     

聚合物链构象的研究I: 1,2-聚丁二烯的构象分析

本文应用Flory的链分子统计理论研究1,2-聚丁二烯的链构象,选择固定键长和键角的分子模型,计算构象能,构成势能面图,并由势能面的构型积分,得到了表征1,2-聚丁二烯链构象特征的统计权重矩阵.     

聚合物链构象的研究 Ⅰ.1,2-聚丁二烯的构象分析

本文应用Flory的链分子统计理论研究1,2-聚丁二烯的链构象,选择固定键长和键角的分子模型,计算构象能,构成势能面图,并由势能面的构型积分,得到了表征1,2-聚丁二烯链构象特征的统计权重矩阵.     

化学反应的高精度从头算势能面

势能面是化学反应动力学研究的基础。近年来随着理论方法的发展与计算技术的进步,不但含三、四个原子反应体系的电子基态势能面的构建精度进一步提高,一些反应体系的多电子态耦合势能面的构建和含六个原子以上反应体系的高维从头算势能面的构建也取得了重要进展。本文结合若干典型体系势能面的构建工作,主要介绍了高精度电子基态势能面,包括Renner-Teller、旋轨耦合等非绝热效应的耦合势能面以及高维势能面方面的研究进展。     

N(~4S)+NO(X~2II)→N_2(X~3Σ_g~-)+O(~3P)反应的立体动力学(英文)

采用准经典轨线方法研究了在不同碰撞能下,碰撞反应N(4S) NO(X2!)→N2(X3"g-) O(3P)在两个最低势能面3A″和3A′产物与反应物之间的矢量相关.结果表明,对于不同的碰撞能,在两个势能面上反应产物的转动取向展示了不同的特征和趋势.发生在3A″势能面上的反应主要由外平面机理支配,而发生在3A′势能面上的反应倾向于受内平面机理支配.这些差异来自于两个势能面的不同构型.     

N(4S)+ NO(X2Π)→N2(X3Σg-)+O(3P) 反应的立体动力学研究

采用准经典轨线方法研究了在不同碰撞能下，碰撞反应N(4S)+NO(X2Π)→ N2(X3Σg- )+O(3P)在两个最低势能面3A 和 3A'上产物与反应物之间的矢量相关. 结果表明，对于不同的碰撞能，在两个势能面上反应产物的转动取向展示了不同的特征和趋势. 随着碰撞能的增加，发生在3A 势能面上的反应主要受外平面机理支配，而发生在 3A' 势能面上的反应倾向于受内平面机理支配. 这些差异来自于两个势能面的不同构型.     

计算机模拟分子束实验——准经典轨线法

本文以Cl+H_2的经典轨线计算为例,介绍了准经典轨线法的原理,即LEPS势能面的选取,运动方程的建立以及初始条件的选择.应用Monte Carlo方法大量随机选择变量的初始条件,所计算的轨线可分为非反应和反应的两大类.通过轨线计算可以得到反应截面积和分子反应的其他有关信息.     

用神经网络方法拟合的反应体系H＋CH4←→H2＋CH3的一个全域势能面

利用神经网络力法,基于47783个高精度从头算能量点构建了反应体系H＋CH4←→H2＋CH3的一个全域势能面．通过大最的准经典轨线以及量子散射计算测试了势能面的收敛性质．这个势能面对于拟合过程以及从头算点的数目都已经完全收敛,拟合误差很小县比Shepard插值的势能面计算速度更快,代表了此标志性多原子反应体系最好的势能面．     

Ba+BrC_nH_(2n+1)(n=1,2,3,4,5)微观反应动力学

本文利用LIF方法,在单次碰撞条件下,首次研究了Ba与C_2H_5Br,n-C_3H_7Br,n-C_4H_9Br,n-C_5H_(11)Br的反应。通过计算机模拟实验光谱,得到了产物BaBr的振动布居,发现其振动激发和反应截面随碳链增长而增大。同时从实验结果反演出了Ba+CH_3Br的“准三原子”LEPS模型势能面,并利用基于模型势能面的经典轨线计算对以上体系进行了研究。这些研究表明,质量因子和C—Br键强度的不同是引起产物振动激发和反应截面随碳链增大而变化的最重要的因素,得到了描述所有Ba+C_mH_(2m+1)Br反应体系的势能面。而且进行了ab initio,证实了所构造势能面的可靠性。     

Self-Organizing Maps and Support Vector Regression as aids to coupled chromatography: illustrated by predicting spoilage in apples using volatile organic compounds

The paper describes the application of SOMs (Self-Organizing Maps) and SVR (Support Vector Regression) to pattern recognition in GC-MS (gas chromatography-mass spectrometry). The data are applied to two groups of apples, one which is a control and one which has been inoculated with Penicillium expansum and which becomes spoiled over the 10-day period of the experiment. GC-MS of SPME (solid phase microextraction) samples of volatiles from these apples were recorded, on replicate samples, over time, to give 58 samples used for pattern recognition and a peak table obtained. A new approach for finding the optimum SVR parameters called differential evolution is described. SOMs are presented in the form of two-dimensional maps. This paper shows the potential of using machine learning methods for pattern recognition in analytical chemistry, particularly as applied to food chemistry and biology where trends are likely to be non-linear.     

Direct dynamics trajectory study of the reaction of formaldehyde cation with D2: vibrational and zero-point energy effects on quasiclassical trajectories

Quasiclassical, direct dynamics trajectories have been used to study the reaction of formaldehyde cation with molecular hydrogen, simulating the conditions in an experimental study of H2CO+ vibrational effects on this reaction. Effects of five different H2CO+ modes were probed, and we also examined different approaches to treating zero-point energy in quasiclassical trajectories. The calculated absolute cross-sections are in excellent agreement with experiments, and the results provide insight into the reaction mechanism, product scattering behavior, and energy disposal, and how they vary with impact parameter and reactant state. The reaction is sharply orientation-dependent, even at high collision energies, and both trajectories and experiment find that H2CO+ vibration inhibits reaction. On the other hand, the trajectories do not reproduce the anomalously strong effect of nu2(+) (the CO stretch). The origin of the discrepancy and approaches for minimizing such problems in quasiclassical trajectories are discussed.     

Quantum initial conditions in quasi-classical trajectory calculations

The quantum distribution of initial conditions suggested recently by Careless and Hyatt as a means of “phase-averaging” classical trajectories is shown to lead to reaction probabilities which depend on the initial distance between the reagents even when this distance is sufficiently large for the corresponding interaction energy to vanish. We used that distribution to calculate reaction probabilities for the collinear H + H₂ exchange reaction on a potential energy surface for which quasi-classical and exact quantum results had been previously obtained. The dependence of the resulting reaction probabilities on the arbitrarily chosen value of the initial atom-molecule separation was substantial. We conclude that the use of such quantum distributions for initial conditions is physically unacceptable.     

UV–化学模式识别不同产地的丹参

建立由UV–化学模式识别法评价丹参质量的方法。分别用正己烷、乙酸乙酯、水、乙醇提取不同产地的丹参,并测绘其紫外光谱。取紫外光谱各波长的吸光度为特征数据,进行主成分分析、聚类分析,对不同产地丹参质量的差异进行了评价。不同溶剂提取液的光谱聚类结果有所差异,可将不同产地丹参聚为3类。UV–化学模式识别技术可以从整体上反应丹参所含成分的差异,可为丹参质量控制与评价提供依据。     

Prediction of chemical structure of aromatic hydrocarbons by pattern recognition of spectral lines obtained by fluorescence spectrometry in a supersonic jet

A technique based on pattern recognition of data obtained by supersonic jet spectrometry is employed for the prediction of chemical structure. The degree of similarity is evaluated quantitatively by calculating a cross correlation factor between sample and reference molecules. A probability density function is determined by fitting the data to a specified equation. The functional group and its position are also predicted by a similar technique. The pattern recognition provides a method for prediction of the chemical structure and is applicable to samples that have not been examined by supersonic jet spectrometry.     

Interpretation of analytical chemical information by pattern recognition methods-a survey

Since the late sixties, pattern recognition techniques have been used by analytical chemists to facilitate the interpretation of multivariate analytical information. Most research within the field has focused on adapting pattern recognition methods to chemical data. This has been necessary since chemical data are often complicated by the fact that distributions are unknown. Through the first decade of chemical pattern recognition, promising results have been obtained even though the data sets studied have frequently been rather small for statistical analysis. The past few years have shown that an increasing number of analytical chemists are interested in the sheer utility of pattern recognition. This can be taken as a valid sign of a useful approach. The present communication surveys this development. Those methods which have proved most useful for analytical chemical data are described in some detail, and applications within the various fields of analytical chemistry are reviewed.     

Potential methods in pattern recognition: Part 5. ALLOC,Action-orientated Decision Making

The possibilities of action-orientated pattern recognition with the supervised pattern recognition technique, ALLOC, are discussed. The emphasis is on the importance of the definition of overlapping regions between classes as a way for obtaining more information about the separation between classes. Action-orientated classification and feature selection with ALLOC are discussed using the results obtained for two data bases concerning the characterization of the functional state of the thyroid and the determination of the origin of milk samples.     

葡萄酒分析中模式识别方法的研究：Ⅱ.原汁含量的多元判别分析

本实验采用常规分析方法，分析了１８个不同含汁量酒样的乙醇，总酸，挥发酸，固定酸，干浸出物，ｐＨ值，灰份，灰份碱度，总酚，甘油，钾，钠，镁，干浸出物与甘油比，Ｑ值，修正干浸出物共１７个变量。采用计算机模式识别技术，利用逐步判别方法，得出了葡萄酒中原汁含量种逐步别方法的判别函数和回判结果。