An equivalent nonlinearization method for analysing response of nonlinear systems to random excitations

I.IntroductionInthelasttwodecades,theresponseofstochasticallyexcitednonlinearsystemshavebeenresearcheddeeplyandwidely.Manyexactandapproximatemethodsofpredictingtheresponseofnonlinearsystemstorandomexcitationshavebeenprop0sedl']'l21.Becauseofv4riousreasons…     

HMD-Net: A Vehicle Hazmat Marker Detection Benchmark

Vehicles carrying hazardous material (hazmat) are severe threats to the safety of highway transportation, and a model that can automatically recognize hazmat markers installed or attached on vehicles is essential for intelligent management systems. However, there is still no public dataset for benchmarking the task of hazmat marker detection. To this end, this paper releases a large-scale vehicle hazmat marker dataset named VisInt-VHM, which includes 10,000 images with a total of 20,023 hazmat markers captured under different environmental conditions from a real-world highway. Meanwhile, we provide an compact hazmat marker detection network named HMD-Net, which utilizes a revised lightweight backbone and is further compressed by channel pruning. As a consequence, the trained-model can be efficiently deployed on a resource-restricted edge device. Experimental results demonstrate that compared with some established methods such as YOLOv3, YOLOv4, their lightweight versions and popular lightweight models, HMD-Net can achieve a better trade-off between the detection accuracy and the inference speed.     

拟常曲率黎曼流形中子流形的几何不等式的一些注记

本文研究了拟常曲率黎曼流形中子流形的Chen不等式.利用代数技巧,建立了Chen广义不等式、Chen-Ricci不等式和关于卷积函数和平均曲率平方的不等式,推广了Özgür和Chen的一些结果.     

铜铟镓硒太阳能电池多层膜的结构分析

对于溅射后硒化和共蒸发等方法制备的铜铟镓硒（CIGS）太阳能电池薄膜,利用多种分析方法研究了CIGS多层膜的复杂结构等．研究表明：卢瑟福背散射（RBS）在分析CIGS多层膜方面具有其独特优势和可靠的结果;溅射后硒化方法制备的CIGS薄膜中,Ga和In在CIGS薄膜中呈梯度分布,这种Ga表层少而内层多的不均匀分布与Mo层没有必然关系;RBS和俄歇电子能谱分析（AES）均显示CIGS太阳能电池器件多层膜界面处存在扩散,尤其是CdS与CIGS,Mo与CIGS的界面处;X射线荧光（XRF）结果表明,电池效率最高的CIGS层中In,Ga比例为In：Ga=0．7：0.3;X射线衍射（XRD）结果显示：退火后的CIGS／Mo薄膜结晶品质得到了优化．     

Charge state effect on the K-shell ionization of iron by xenon ions near the Bohr velocity

Fe K-shell ionization cross sections induced by 2.4–6.0 MeV Xe20+are measured and compared with different binaryencounter-approximation(BEA)models.The results indicate that the BEA model corrected both by the Coulomb repulsion and by the effective nuclear charge(Zeff)agrees well with the experimental data.Comparison of Fe K-shell X-ray emission induced by 5 MeV xenon ions with different initial charge states(20+,22+,26+,30+)verifies the applicability of the effective nuclear charge(Zeff)correction for the BEA model.It is found that Zeffcorrection is reasonable to describe direct ionization induced by xenon ions with no initial M-shell vacancies.However,when the M shell is opened,the Zeffcorrected BEA model is unable to explain the inner-shell ionization,and the electron transfer by molecular-orbital promotion should be considered.     

轻型高稳定性离轴非球面平行光管设计

为了满足高精度相机在外场环境下的检测要求,采用碳化硅光学材料制作反射镜,碳纤/环氧树脂基复合材料制作遮光筒,设计了一套重量轻、自身精度高、温度稳定性好的离轴平行光管。在二者线胀系数保持二倍关系的情况下,在一定温变范围内保持精度的稳定性。经检测,口径为400 mm,焦距为8 m的离轴平行光管的温变为(20±10)℃,系统波像差为1/5λ(P-V值,λ=632.8 nm)和1/27λ(RMS值),达到了设计要求,能够在外场环境下使用。     

污水处理厂及受纳水体样品的三维荧光光谱解析

采用三维荧光光谱表征了污水厂各处理单元及受纳水体上下游的样品,应用平行因子分析方法获得了样品中各主成分的激发发射光谱图及荧光强度得分矩阵。结果表明,类蛋白质和类富里酸物质是污水厂和受纳水体样品的主要荧光组分。污水厂进水样品的类蛋白质荧光较强,后续各处理单元样品的荧光强度显著下降。受纳水体上游样品的类蛋白质荧光较弱,经过城区各取样点的类蛋白质荧光显著增加,而污水厂排放口上游荧光强度则显著高于下游。类蛋白质荧光强度得分可与样品COD值建立相关曲线,污水厂与受纳水体样品的相关系数分别为0.930和0.913,类蛋白质荧光可以反映样品点的有机污染程度。该研究为污水处理厂的运行及其对受纳水体影响提供了新的思路和方法。     

Investigation on the scattering effect of ceramic Nd:YAG

This paper investigates the scattering effect of domestic 0.5 at{\%} ceramic Nd:YAG. An effective method has been utilized to measure the scattering and absorption coefficients. An end-pumped continuous wave (CW) Nd:YAG ceramic laser was also demonstrated. A maximum output power of 6.7~W at 1064~nm was obtained at an 808-nm pump power of 32.9~W. Conversion efficiency and slope efficiency have been achieved. This indicates that scattering has an important effect on the optical performance of ceramic Nd:YAG.