Effect of mechanical force on domain switching in BiFeO_3 ultrathin films

Ferroelectric polarization can be switched by an external applied electric field and may also be reversed by a mechanical force via flexoelectricity from the strain gradient.In this study,we report the mechanical writing of an epitaxial BiFeO3(BFO)thin film and the combined action of an applied mechanical force and electric field on domain switching,where the mechanical force and electric field are applied using the tip of atomic force microscopy.When the applied force exceeds the threshold value,the upward polarization of the BFO thin film can be reversed by pure mechanical force via flexoelectricity;when an electric field is simultaneously applied,the mechanical force can reduce the coercive electric field because both the piezoelectricity from the homogeneous strain and the flexoelectricity from strain gradient contribute to the internal electric field in the film.The mechanically switched domains exhibit a slightly lower surface potential when compared with that exhibited by the electrically switched domains due to no charge injection in the mechanical method.Furthermore,both the mechanically and electrically switched domains exhibit a tunneling electroresistance in the BFO ferroelectric tunnel junction.     

基于条件生成式对抗网络的油藏单井产量预测模型

为克服机器学习方法在油藏单井产量预测中的过拟合问题,提高油田生产中的产量预测精度,提出一种基于条件生成式对抗网络(CGAN)的油藏单井产量预测模型。该模型使用长短期记忆、全连接等基础神经网络,构建生成和判别网络模型。生成网络模型以产量影响因素为条件输入,生成预测产量数据,利用对数损失函数评价预测数据与真实数据之间的偏差,通过条件生成式对抗网络的博弈训练,并结合贝叶斯超参数优化算法,优化模型结构,综合提高模型的泛化能力。基于Eclipse数值模拟软件建立同一井网条件下不同地质和生产条件下的油藏单井产量数据库,以地质与生产条件等产量影响因素作为模型的条件输入,进行油藏单井产量预测。结果表明：与全连接神经网络(FCNN)、随机森林(RF)以及长短期记忆神经网络(LSTM)模型的预测结果相比,CGAN模型在测试集上的平均绝对百分比误差分别提升了2.59%、 0.81%以及1.72%,并且过拟合比最小(1.027)。说明CGAN降低了机器学习产量预测模型的过拟合程度,提高了模型的泛化能力与预测精度,验证了所提算法的优越性,对指导油田高效开发和保障我国能源战略安全具有重要意义。     

Lot Streaming in a Two-stage Flow Shop with Set-up,Processing and Removal Times Separated

This paper considers the job (lot) scheduling problem for two-stage flow shops in which the movement of transfer batches (sublots) from the first stage to the next are allowed. Set-up, processing and removal times are considered as separable and independent of the order in which jobs are processed at any of two stages. An optimal transfer batch sizing and scheduling algorithm which has an objective of minimizing the maximum flow time (makespan) is developed and demonstrated by a numerical example.     

基于光声光谱技术的NO,NO2气体分析仪研究

NO, NO₂是大气污染源中的常见气体, 对环境具有严重的危害性. 为检测污染源中这两种气体的浓度, 构建了成本较低的基于红外热辐射光源的光声光谱气体检测系统. 分析计算得到了NO, NO₂ 在2500–6667 nm波段吸收谱线. 通过建立光声传输线RLC振荡电路模型和仿真得到品质因数、声压大小与谐振腔长、内腔半径以及调制频率的关系, 据此设计了光声池几何结构. 实验表明该系统所测得的光声信号与气体浓度有很好的线性关系, 并且对NO, NO₂气体极限检测灵敏度分别达到4.01 和1.07 μL. 通过调节激光发射波长和选取滤波片, 该系统还可用于其他微量气体的浓度检测. 关键词： 大气污染 光声光谱 气体检测     

镜面偏心测量光学系统设计及其杂光分析

为了解决现有镜面偏心测量设备存在的问题,本文研究了一种采用切换镜头和调焦相结合的方法来设计的镜面偏心测量光学系统,使用这个光学系统,既能使被测镜面的曲率半径扩展到-∞~+∞范围,又能保证测量精度。通过Lighttools软件对这个光学系统进行光线追迹,分析其杂光分布,结果表明:准直镜头内部多次反射产生的杂光强度很低,可以忽略。而当被测镜头中存在相邻球心像距的镜面时,产生的杂光强度比较大,在后续的图像处理过程中,必须增强目标图像的对比度。利用研制的镜面偏心测量设备进行测量实验,结果进一步验证了杂光分析的正确性。     

便携式X射线荧光光谱法与原子吸收/原子荧光法测定土壤重金属的对比研究

应用便携式X射线荧光光谱仪(PXRF)分别在原位和实验室条件下对53个土壤样品中的Cu,Pb,As,Cr,Ni和Zn等重金属进行测定,并与原子吸收/原子荧光法测定值进行对比,建立一元线性回归模型分析PXRF数据质量。通过测定土壤样品原位含水量并选取部分样品进行室内水分定量实验,分析土壤水分对于PXRF测定结果的影响。结果表明,PXRF检出限分别为Cu: 10.6 mg·kg-1,Pb: 8.1 mg·kg-1,As: 5.7 mg·kg-1,Cr: 22.5 mg·kg-1,Ni: 21.6 mg·kg-1,Zn: 10.4 mg·kg-1;原位测定时Pb,Cr,Ni和Zn可以达到定量水平;经过风干磨细处理,Cu,Pb,Cr,Ni和Zn在实验室条件下可以达到定量水平,说明X射线荧光光谱法适用于土壤重金属的快速测定与评价。水分对于PXRF测定结果具有“稀释”作用,原位条件下土壤含水量<15%时与>25%时样品的平均相对误差分别为-17%与-31%;实验室条件下土壤含水量从风干土水平提高到30%,测定的平均相对误差由10%变为-24%。土壤水分升高可能会导致数据质量和准确性降低,建议原位测定时控制土壤含水量在25%以内。     

从认知理论看实验能力与创新能力的关系

认知心理学理论认为,人的知识与能力的获得实际上就是信息的加工过程,也即是学习者在能力习得过程的对已有经验的刺激反应过程.大学实验不仅培养学生的动手能力,它也是孕育创新能力的培养课程.实验能力与思维方式、年龄、智商、性别、知识积累和培养方式等诸多因素相关,思维方式与思维路径绝对创新力,反之,借助于创新性实验教学可以提高学生的创造性思维.     

基于裂开型核酸适体非标记荧光法检测ATP

基于裂开型核酸适体序列短、能有效降低因探针形成二级结构产生假阳性信号等优点,选择裂开型核酸适体作为特异性识别探针,核酸染料噻唑橙（TO）为信号探针,用单壁碳纳米管（SWCNTs）降低背景信号,利用“适配体-目标分子-适配体”的“三明治”夹心方式,建立了一种检测ATP的新方法。在pH 8.0的Tris-HCl缓冲溶液中,裂开成两段的ATP适体特异性识别ATP分子,生成稳定的“适配体-ATP-适配体”复合结构。单壁碳纳米管对该复合结构的吸附力较弱,因此该复合物游离在溶液中,TO与其结合而产生强荧光。当不存在ATP时,核酸适体探针以单链状态存在,可通过π-π共轭作用结合到SWCNTs表面,进而不能与TO结合,TO游离在溶液中荧光非常微弱。反应体系中ATP浓度越高,形成的“适配体-ATP-适配体”夹心识别结构复合物越多,检测到的荧光强度越大,据此实现对ATP的检测。在优化实验条件下,在最大荧光发射波长550 nm处,ATP的浓度在9.0×10-9～1.0×10-7 mol·L-1范围内与ΔF/F₀值成线性关系,r=0.996 4。该方法加标回收率为95.2%～104%,相对标准偏差（RSD）为1.02%～4.54%,检出限达到2.67×10-9 mol·L-1。该方法基于功能核酸对目标物亲合力强、选择识别性高的特点,对ATP的检测表现出很好的选择性,实验结果表明,当相对误差控制在±5%以内时,200倍的UTP,GTP和CTP均不干扰ATP的测定。另外,该方法操作简单、快速、无需标记、灵敏准确,可用于血清样品中ATP的测定,在快速检测小分子物质领域中有较好的应用前景。     

Link Homologies and the Refined Topological Vertex

We establish a direct map between refined topological vertex and sl(N) homological invariants of the of Hopf link, which include Khovanov-Rozansky homology as a special case. This relation provides an exact answer for homological invariants of the Hopf link, whose components are colored by arbitrary representations of sl(N). At present, the mathematical formulation of such homological invariants is available only for the fundamental representation (the Khovanov-Rozansky theory) and the relation with the refined topological vertex should be useful for categorizing quantum group invariants associated with other representations (R ₁, R ₂). Our result is a first direct verification of a series of conjectures which identifies link homologies with the Hilbert space of BPS states in the presence of branes, where the physical interpretation of gradings is in terms of charges of the branes ending on Lagrangian branes.     

Bianchi type III models with anisotropic dark energy

The general form of the anisotropy parameter of the expansion for Bianchi type-III metric is obtained in the presence of a single diagonal imperfect fluid with a dynamically anisotropic equation of state parameter and a dynamical energy density in general relativity. A special law is assumed for the anisotropy of the fluid which reduces the anisotropy parameter of the expansion to a simple form (D μ H^-2V^-2{\Delta\propto H^{-2}V^{-2}}, where Δ is the anisotropy parameter, H is the mean Hubble parameter and V is the volume of the universe). The exact solutions of the Einstein field equations, under the assumption on the anisotropy of the fluid, are obtained for exponential and power-law volumetric expansions. The isotropy of the fluid, space and expansion are examined. It is observed that the universe can approach to isotropy monotonically even in the presence of an anisotropic fluid. The anisotropy of the fluid also isotropizes at later times for accelerating models and evolves into the well-known cosmological constant in the model for exponential volumetric expansion.