Facetting and (n × 1) reconstructions of SrTiO3(1 1 0) surfaces

(n × 1) reconstructions and facetting of the (1 1 0) polar surface of SrTiO₃ are studied by means of a combination of shell model and density functional calculations. The polarity compensation can be achieved through the formation of {1 0 0} nano-facets, which play a crucial role in the reconstruction process. The behaviors of various possible terminations (Sr, Ti, and O) are analyzed, as well as their atomic structure and energetics. Their stability in different chemical environments is discussed, with respect to previous formulations and experimental results. The Sr-terminated surface tends to expose large facets, while the TiO and O terminations are marginally stabilized or even destabilized by (n × 1) reconstructions, respectively. Trend to facetting results from a subtle competition between the thermodynamic stability of the ideal non stoichiometric (n × 1) surfaces, and huge atomic relaxations that contribute to the lowering of the surface energy differently for each termination.     

A microscopic pedestrian-simulation model and its application to intersecting flows

We develop a microscopic pedestrian-simulation model in which pedestrian positions are updated at discrete time steps. At each time step, each pedestrian probabilistically selects a direction of movement from a predetermined set according to a logit-type function that considers the dynamics of other pedestrians around, and then selects a step size that satisfies a certain distribution. We perform a number of field experiments on real intersecting pedestrian flows with four different angles. We then validate and calibrate the model using sample data on the deviation angles, step velocities, and velocity–density relations obtained from the experiments.     

水稻糙米粗蛋白近红外光谱定量分析模型的优化研究

筛选有代表性的191份糙米样品为试材,其中42份来自国家稻种资源库、149份来自水旱稻杂交产生的DH系,蛋白质含量变幅5.90％～14.50％,采用偏最小二乘法(PLS)建立模型,并构造模型的评价参数——目标函数[R/(1+RMSECV)], 同时借助校正集和验证集两个载荷向量得分二维空间投影图,对近红外定量模型进行评价和优化。结果表明: 在5 000～9 000 cm-1范围内,预处理方法为一阶导数,校正模型和外部检验的目标函数值分别为0.701和0.687;两载荷向量得分直观分布图显示样品的聚类结果与目标函数筛选结果一致,也进一步验证了目标函数是模型评价和优化的有效指标。     

A door to model reduction in high-dimensional parameter space

Model reduction techniques such as Proper Generalized Decomposition (PGD) are decision-making tools that are about to revolutionize many domains. Unfortunately, their computation is still problematic for problems involving many parameters, for which one has to face the “curse of dimensionality”. An answer to this challenge is given in solid mechanics by the so-called “parameter-multiscale PGD”, which is based on Saint-Venant's principle. In this article, a model problem composed of up to a thousand parameters is presented, showing that the method is able to overcome the “curse of dimensionality”.     

Improved Model Selection Method for a Regression Function with Dependent Noise

This paper is devoted to nonparametric estimation, through the -risk, of a regression function based on observations with spherically symmetric errors, which are dependent random variables (except in the normal case). We apply a model selection approach using improved estimates. In a nonasymptotic setting, an upper bound for the risk is obtained (oracle inequality). Moreover asymptotic properties are given, such as upper and lower bounds for the risk, which provide optimal rate of convergence for penalized estimators.     

灰色预测模型在汇率分析中的应用

首先建立IM（1,1）预测模型,在此基础上再使用马尔科夫预测方法,构造出一种全新的预测方法,应用于汇率的预测与控制中。     

Identifying mutated driver pathways in cancer by integrating multi-omics data

Since the driver pathway in cancer plays a crucial role in the formation and progression of cancer, it is very imperative to identify driver pathways, which will offer important information for precision medicine or personalized medicine. In this paper, an improved maximum weight submatrix problem model is proposed by integrating such three kinds of omics data as somatic mutations, copy number variations, and gene expressions. The model tries to adjust coverage and mutual exclusivity with the average weight of genes in a pathway, and simultaneously considers the correlation among genes, so that the pathway having high coverage but moderate mutual exclusivity can be identified. By introducing a kind of short chromosome code and a greedy based recombination operator, a parthenogenetic algorithm PGA-MWS is presented to solve the model. Experimental comparisons among algorithms GA, MOGA, iMCMC and PGA-MWS were performed on biological and simulated data sets. The experimental results show that, compared with the other three algorithms, the PGA-MWS one based on the improved model can identify the gene sets with high coverage but moderate mutual exclusivity and scales well. Many of the identified gene sets are involved in known signaling pathways, most of the implicated genes are oncogenes or tumor suppressors previously reported in literatures. The experimental results indicate that the proposed approach may become a useful complementary tool for detecting cancer pathways.     

Synthese,Kristallstruktur und magnetisches Verhalten von (2,4,6‐Trimethylpyridinium)10[ErCl6][ErCl5(H2O)]2Cl3

Preparation, Crystal Structure, and Magnetic Behaviour of (2,4,6‐Trimethylpyridinium)₁₀[ErCl₆][ErCl₅(H₂O)]₂Cl₃ Crystals of the complex chloride (2,4,6‐Trimethylpyridinium)₁₀[ErCl₆][ErCl₅(H₂O)]₂Cl₃ have been prepared by reaction of ErCl₃·6H₂O with 2,4,6‐Trimethylpyridiniumchloride in ethanol solution for the first time. The crystal structure has been determined from single crystal X‐ray diffraction data. The compound crystallizes monoclinically in the space group P2₁/a (Z = 2) with a = 1704.5(3) pm, b = 1696.7(2) pm, c = 1798.5(4) pm and β = 90.76(3)°. The structure contains octahedral building units [ErCl₆]^3— and [ErCl₅(H₂O)]^2—. The octahedra, the organic cations and isolated chloride anions are interconnected via hydrogen bonds forming layers parallel to the ac‐plane (0 1 0). The magnetic behaviour of (2,4,6‐Trimethylpyridinium)₁₀[ErCl₆][ErCl₅(H₂O)]₂Cl₃ has been studied. The magnetic data are interpreted by ligand field calculations applying the angular overlap model.     

高分子结晶的新进展、新模型

回顾了高分子结晶经典模型－成核与生长模型，讨论了近年来高分子结晶研究的新结果，新进展，特别介绍了德国著名高分子物理学家Strobl提出的高分子结晶是从熔体先形成中间相，中间相转变为小晶块，最后小晶块融合为均匀为片晶的全新模型。