基于人体血清荧光光谱和改进变量选择方法对血糖浓度测定的研究

利用人体血清240 nm激发波长荧光光谱在220～900 nm波段针对血糖浓度进行建模分析。在模拟退火算法和偏最小二乘算法的基础上进行建模波长变量筛选方法的改进。基于变量入选模型统计频率和无关变量消除法,分别进行了波长的初选和精选过程。同时,加入了主成分数自适应特性等加快收敛速度、减小计算量的措施。该模型对比了线性、三次样条函数、高斯函数作为偏最小二乘法插入基函数的情况下,分别对原始光谱、Daubechies小波分解第三层和第四层细节信号光谱建模。结果显示,该模型避免了主成分参数尝试导致的时间成本,在参数自适应的过程中很快趋于稳定并得到对应条件下的最佳建模主成分数。其波长变量筛选能力使得对独立样本的分析预测效果有了显著的提升,最佳建模预测效果达到0.25 mmol·L-1,达到了血糖检测的医用要求。加入了非线性建模条件使得模型有明显的改善,基于样条函数的效果总体最好,其次为基于高斯函数的情况。对原始光谱进行小波分解,得到的细节信号光谱建模效果更为可观。总体而言第四层细节信号光谱建模效果略优于第三层细节信号光谱。模型筛选波长变量的频率意味着在所给实验条件下的血糖浓度信息在不同波段的分布情况,这为血糖在血清成分中的物理化学特性提供了一定程度上的统计解释。     

C72,La2@C72几何结构和电子性质的计算研究

采用密度泛涵理论(density functional theory,DFT)中的广义梯度近似(generally gradient approximation,GGA)对富勒烯C72和内掺金属La富勒烯La2@C72三种同分异构体的几何结构和电子结构进行研究.发现在C72的三种同分异构体中,满足独立五边形规则(isolated-pentagon-rule,IPR)的C72(D6d)结构最为稳定;在La2@C72三种同分异构体中,有着两对两两相邻五元环(twofused-pentagon)的La2@C72(#10611)结构最为稳定,而满足IPR的La2@C72(D6d)的结构变成了最不稳定结构.从能级图和态密度图分析得知,笼子稳定性的变化与La原子的原子轨道与C72原子轨道之间的杂化有关.Mulliken电荷分析得知,La2@C72(#10611)的两个La原子共转移了约3个电子给C72,并且,它们几乎分布在整个C笼上,形成的电子结构为La23+@C3-72.净自旋分析得知,La2@C72(#10611)中La原子磁性完全淬灭.     

密度泛函理论计算内掺氢分子富勒烯H2@C60及其二聚体的几何结构和电子结构

采用密度泛函理论中的广义梯度近似(generalized gradient approximation, 简称GGA),对内掺氢分子富勒烯H2@C60及其二聚体的几何结构和电子结构进行了计算研究.发现无论是在H2@C60单体,还是在其二聚体中,氢倾向以分子形式存在于碳笼中心处,且在室温下氢分子可以做自由旋转.电子结构分析表明,氢分子掺入到C60和C120中,仅对距离费米能级以下-8eV至-5eV能级处有一定的贡献,其他能级的分布和能隙几乎没有变化.     

Density functional calculations on 13-atom Pd12M （M= Sc-Ni） bimetallic clusters

The geometric structures,electronic and magnetic properties of the 3d transition metal doped clusters Pd12M(M=Sc-Ni) are studied using the semi-core pseudopots density functional theory.The groundstate geometric structure of the Pd12M cluster is probably of pseudoicosahedron.The Ih-Pd12M cluster has the most thermodynamic stability in five different symmetric isomers.The energy gap shows that Pd12M cluster is partly metallic.Both the absolutely predominant metal bond and very weak covalent bond might exist in the Pd12M cluster.The magnetic moment of Pd12M varies from 0 to 5 μB,implying that it has a potential application in new nanomaterials with tunable magnetic properties.     

Dynamical energy equipartition of the Toda model with additional on-site potentials

We study the dynamical energy equipartition properties in the integrable Toda model with additional uniform or disordered on-site energies by extensive numerical simulations. The total energy is initially equidistributed among some of the lowest frequency linear modes. For the Toda model with uniform on-site potentials, the energy spectrum keeps its profile nearly unchanged in a relatively short time scale. On a much longer time scale, the energies of tail modes increase slowly with time. Energy equipartition is far away from being attached in our studied time scale. For the Toda model with disordered on-site potentials, the energy transfers continuously to the high frequency modes and eventually towards energy equipartition. We further perform a systematic study of the equipartition time teq depending on the energy density εand the nonlinear parameter α in the thermodynamic limit for the Toda model with disordered on-site potentials. We find teq∝(1/ε)~a(1/α)~b, where b ≈ 2 a. The values of a and b are increased when increasing the strengths of disordered on-site potentials or decreasing the number of initially excited modes.     

基于量子遗传算法和荧光光谱某清香型白酒年份预测研究

年份白酒现已成为企业开发重点,但年份标准有较大的随意性,建立年份标准已成为规范行业和市场的迫切需要。基于某品牌原浆白酒的三维荧光光谱,对白酒年份预测模型进行了研究。研究内容和创新工作如下：首先,研究了荧光光谱与白酒年份的相关性。研究发现：0.5年与其他年份白酒的三维荧光光谱之间的相关系数达0.811 4;原始光谱中年份信息主要分布在激发波长为200~230和250~320 nm、发射波长为400~500 nm的光谱区;导数光谱的年份信息分布区域广且离散性高。其次,研究了荧光光谱之间的相关性。研究表明：原始光谱具有严重的多重共线性,在400~600 nm的区间内,相关系数接近1;求导能提高光谱分辨能力并降低多重共线性,二阶导数具有更好的抑制多重共线性的作用, 相关系数大部分小于0.6。最后,基于量子遗传算法-小波神经网络研究了激发波长为300 nm的白酒年份预测模型,并提出了光谱建模信息密度的概念。研究发现：原始光谱年份预测误差达5.4年,效果最差,其原因是原始光谱具有严重的多重共线性以及光谱与年份的相关性不显著; 导数光谱具有更高的信息密度和更好的建模效果,二阶导数光谱预测集的相关系数达0.999 8,年份预测误差达0.79年。研究成果将为白酒年份标定提供一种便捷的光学手段,同时也为多组分渐变体系的荧光光谱研究提供重要的参考。     

碱土金属Mg外掺杂硼笼B40Mg6的储氢性能

对外掺杂碱土金属Mg的B₄₀硼笼的储氢性能进行了密度泛函理论研究. 结果表明, B₄₀笼含有2个六元环与4个七元环. 多个Mg原子对B₄₀笼进行外掺杂时不会发生成簇现象, 有利于进一步储氢. Mg原子外掺杂的B₄₀笼对H₂分子的平均吸附能介于物理吸附与化学吸附之间(0.1~0.8 eV). 体系的储氢密度达到7.60%(质量分数). 储氢结构能在常温常压下释放H₂分子, 因此, Mg原子外掺杂的B₄₀笼比Mg合金具有更好的储氢性能.     

内掺氮富勒烯N_2@C_(60)的几何结构和电子性质的密度泛函计算研究

采用密度泛函理论中的广义梯度近似对内掺氮富勒烯N2@C60的几何结构和电子性质进行计算研究.发现在N2@C60中,氮倾向以分子形式存在于C60中心处.键长分析、能级图、态密度图和电荷分析表明内掺氮分子对C60几何结构和电子结构带来的影响甚微.     

The stability, frontier orbitals, bond character, and static linear polarizability of the fluorinated fullerene H20@C80F60

This paper uses the density functional theory under generalised gradient approximation to analyse the stability,frontier orbitals,bond character,and static linear polarizability of H20@C80F60,which has not been isolated,as well as those of the synthesised H 20 @C 80 H 60.The H20@C80F60 should be considerably stable by analysing its energy and aromaticity.The inside H and outside X will play different role in the chemical reaction involving H 20 @C 80 X 60(X=H and F).The covalence of C-H bond is in the order that the inside C-H bond of H20@C80F60 > the inside C-H bond of H 20 @C 80 H 60 > the outside C-H bond of H 20 @C 80 H 60,whereas the C-F bond of H20@C80F60 have both the covalent and ionic characters.The static linear polarizabilities of C 80 and H 20 @C 80 X 60(X=H and F) are all isotropic.     

The density functional study of the stabilities,bond characters,static linear polarisabilities,and aromaticities of the ’in-out’ isomerism Hn-60@CnH60（n=70,72,74）

This paper uses the density functional theory to analyse the stabilities,bond characters,static linear polarisabilities,and aromaticities of the ’in-out’ isomerism H n-60 @C n H 60 (n=70,72,74).The binding energies,C-H bond energies,and energy gaps explore that the ’in-out’ isometric perhydrogenation of C n (n=70,72,74) can remarkably improve the stabilities.The static linear polarisabilies of H n-60 @C n H 60 (n=70,72,74) are indeed relative to their shapes,while they show almost nonaromatic character.This study can suggest that the ’in-out’ isometric perhydrogenation of fullerenes could lead to the invention of entirely novel potential hydrogen storage nanomaterials.