中文分词与命名实体识别的联合学习

将卷积结构引入循环神经网络,从而构建卷积循环神经网络。以此为基础,研究构建了面向中文分词与实体识别联合学习的序列标注模型。该模型依托卷积循环神经网络构建特征编码层,实现中文字序列局部空间特征和长距离时序依赖特征的联合提取;依托改进的循环神经网络构建标签解码层,实现标签序列长距离时序依赖的有效建模;依托统一的分词与实体识别序列标注模式实现分词信息与实体信息的联合学习,避免传统流水线法的误差传播问题。在人民日报语料和微软标注语料上的实验结果显示,该框架较传统统计模型和神经网络模型有显著的性能提升,尤其是在识别字数较多的命名实体时,其效果明显优于其他方法。     

美军国防采办政策改革及启示

美军在长期的国防采办实践中,经过不断改革和多次调整,逐步形成了较为完备的国防采办政策制度及管理体系,其有益经验和做法具有开创性和引领作用。尤其是自2018年启动重组国防采办组织管理体制以来,美军在国防战略调整的牵引下,先后发布多份新版采办文件,从政策体系、采办程序、业务领域等方面作出了重大改革调整,初步形成了“1+6+14”的政策体系架构。本文主要对美军国防采办政策的改革举措、背景及动因进行深入分析,总结美军国防采办政策改革的特点规律,试图通过研究美军国防采办改革的动向,探寻信息化条件下国防采办的特点及规律,并结合军队信息化装备采购实际提出思考与建议,以期为深化军队改革提供一定借鉴。     

Formation and characterization of core-shell CL-20/TNT composite prepared by spray-drying technique

The core-shell 2,4,6,8,10,12-Hexanitro-2,4,6,8,10,12-hexaazaisowurtzitane/2,4,6-Trinitrotoluene (CL-20/TNT) composite was prepared by spray-drying method in which sensitive high energy explosive (CL-20) was coated with insensitive explosive (TNT). The structure and properties of different formulations of CL-20/TNT composite and CL-20/TNT mixture were characterized by scanning electron microscopy (SEM), Transmission electron microscopy (TEM), Laser particle size analyzer, X-ray photoelectron spectroscopy (XPS), X-ray diffraction (XRD), differential scanning calorimetry (DSC), impact sensitivity test and detonation performance. The results of SEM, TEM, XPS and XRD show that ϵ-CL-20 particles are coated by TNT. When the ratio of CL-20/TNT is 75/25, core-shell structure is well formed, and thickness of the shell is about 20–30 nm. And the analysis of heat and impact show that with the increase of TNT content, the TNT coating on the core-shell composite material can not only catalyze the thermal decomposition of core material (CL-20), but also greatly reduce the impact sensitivity. Compared with the CL-20/TNT mixture (75/25) at the same ratio, the characteristic drop height of core-shell CL-20/TNT composite (75/25) increased by 47.6% and the TNT coating can accelerate the nuclear decomposition in the CL-20/TNT composites. Therefore, the preparation of the core-shell composites can be regarded as a unique means, by which the composites are characterized by controllable decomposition rate, high energy and excellent mechanical sensitivity and could be applied to propellants and other fields.     

Effect of projectile parameters on opening behavior of PELE penetrating RC target

When a penetrator with enhanced lateral effect (PELE) impacts on a reinforced concrete (RC) target, the target is damaged with a large opening. An understanding of how PELE projectile parameters affect the opening dimension, is essential for effective design of the PELE projectile. In this study, under the condition that the impact velocity and target parameters (strength and thickness) were fixed values, the important influence factors of the PELE (jacket wall thickness B, jacket material strength Y1, filling material strength Y2 and angle of monolithic jacketθ) were determined by a dimensional analysis. Tests and simulations of the PELE penetrating the RC target were conducted to analyze the influence of these factors on opening diameter ((D), an equivalent diameter under relative kinetic energy). Based on the test and simulation results, it is found that the influence of these factors B, Y1 andθon the deformation mode of the jacket shows a similar trend:as values of the three factors decrease, the jacket deforms from small bending deformation to large one, and then to curling deformation. This causes the opening diameter to first increase with the decrease of these three factors, and then decreases. It is well known that the bending resistance of the jacket is related to these factors B, Y1 andθ. Therefore, a plastic limit bending moment (M0) of the jacket was quoted to characterize the influence of these factors on the bending deformation of the jacket and the opening diameter of the target. The influence factor Y2 causes (D) to first increase with the increase of Y2, and then decreases. A formula was developed to predict the opening diameter, whose influence parameters were considered in a dimensionless way. It has been shown that the dimensionless opening diameter (D)/d1 is dependent on two dimensionless parameters Q = (d31fc/M0) and G = (fc/Y2), where d1 and fc are the outer diameter of the projectile and the compressive strength of the target, respectively.     

沉淀分级法调制纺丝级高熔点聚碳硅烷

作为碳化硅纤维先驱体的聚碳硅烷应当具有较高的熔点与良好的可纺性 ,但是提高熔点对合成条件提出了苛刻要求。为了解决这一矛盾 ,首先通过沉淀分级获得了高熔点 (>2 80℃ )的聚碳硅烷组分 ,然后再加入 10 - 30wt%低熔点组分来调节其纺丝性能 ,成功地调制出了高熔点 (>2 5 0℃ )、具有良好纺丝性的聚碳硅烷先驱体     

轮胎对车载火炮射击稳定性影响研究

分析了某车载122 mm火炮的整体拓扑结构,通过考虑轮胎与地面的接触情况,利用ADAMS软件建立了某122mm车载榴弹炮的虚拟样机模型,用Fortran语言编写了炮膛合力和反后坐装置力程序,分别对火炮射击时车轮与地面接触和不接触两种情况进行仿真。基于车载炮炮、车相结合的特点,选取后坐位移、炮口纵向加速度、车架质心位移幅值、上架质心位移幅值为测量量,对比并分析了两种情况对火炮射击稳定性的影响。仿真结果表明,车轮着地射击时,炮口振动较小,射击结束后车体更快恢复稳定。该研究可为相关车载武器提供一定参考。     

基于群体协同的驱护编队中近程防空的系统效能

针对中近程反导的具体要求,分析了典型的驱护编队反导模式下编群队形特点,研究了指挥舰与护卫舰的队形关联性,探讨了基于信息化作战模式的抗饱和攻击能力,建立了基于多目标优化的最保守与最乐观情况下的抗饱和攻击模型,得到舰艇编队协同防空的系统效能,对驱护编队防空反导指挥决策具有很强的参考价值。     

基于LMD频域近似熵频谱感知算法研究

针对现有频域近似熵频谱感知技术在低信噪比条件下抗噪声性能和检测性能有待提升的问题,提出了一种基于LMD频域近似熵的频谱感知算法。(1)算法筛选出3个PF分量累加求和,使得算法提取局部调频包络特征信息得到最优,进一步排除噪声不确定度的影响。(2)算法对累加PF分量进行频域变换后求其近似熵,增强算法对频域信息的嗅探能力,提升算法检测性能。Monte Carlo仿真结果表明,在噪声不确定度为0dB,采样点数为8 000的情况下,当信噪比大于-19 d B时,可以对2ASK信号达到100%的检测概率,与现有频域近似熵算法相比,检测性能约有17 d B的提升。     

海天背景下舰船可见光图像目标区域定位方法

针对行均值法用于海天背景下舰船目标区域定位可靠性不高、容易受到舰船目标大小和海天背景复杂程度影响的不足,提出一种基于图像行灰度熵的舰船目标区域定位方法。该方法在分析海天背景下舰船目标可见光图像成像特点基础上,结合信息熵理论给出了图像灰度熵及行灰度熵的概念,利用图像行灰度熵描述图像在行方向上的灰度变化程度,选用滑动区间方差搜索策略得到图像行灰度熵曲线的突变区间,从而实现舰船目标区域定位,最后通过实际图像进行了实验验证。实验结果表明,该方法能对舰船目标所在区域有效定位,其准确性及鲁棒性均优于行均值法。     

加强和改进国防动员潜力统计调查工作的思考

国防动员潜力统计调查是国家统计调查体系的重要组成部分。文章研究通过统计调查摸清国防动员潜力资源状况,以加强国防动员建设的一项重要的经常性、基础性工作。提出要积极适应国防动员实战化、法制化、信息化和军民融合式发展新要求,着力解决当前面临的矛盾问题,完善组织管理体系,改进调查内容方法,加强潜力数据管理,不断提高国防动员潜力统计调查的质量效益。