Overview of QPOs in neutron-star low-mass X-ray binaries

Some aspects of the rapid X-ray variability of low magnetic-field neutron stars in low-mass X-ray binaries are briefly summarized.     

高精度旋转密集钻孔方法

采用预先计算和定点钻孔的方法,用普通分度头钻出位置度要求很高的旋转密集孔。     

Visual inspection of aircraft skin: Automated pixel-level defect detection by instance segmentation

Skin defect inspection is one of the most significant tasks in the conventional process of aircraft inspection. This paper proposes a vision-based method of pixel-level defect detection, which is based on the Mask Scoring R-CNN. First, an attention mechanism and a feature fusion module are introduced, to improve feature representation. Second, a new classifier head—consisting of four convolutional layers and a fully connected layer—is proposed, to reduce the influence of information around the area of the defect. Third, to evaluate the proposed method, a dataset of aircraft skin defects was constructed, containing 276 images with a resolution of 960 × 720 pixels. Experimental results show that the proposed classifier head improves the detection and segmentation accuracy, for aircraft skin defect inspection, more effectively than the attention mechanism and feature fusion module. Compared with the Mask R-CNN and Mask Scoring R-CNN, the proposed method increased the segmentation precision by approximately 21% and 19.59%, respectively. These results demonstrate that the proposed method performs favorably against the other two methods of pixel-level aircraft skin defect detection.     

基于合成卷积层网络结构的焊缝X射线图片缺陷筛选技术

焊接技术应用于多个领域,近些年焊缝缺陷自动检测技术成为了重要的研究方向。本文基于VGG-16卷积神经网络的良好分类性能,提出一种SC-VGG网络结构,利用合成卷积层替换了单个卷积层,同时改进了训练过程中的损失函数,使网络结构更为关注焊缝缺陷类型预测的结果。经过实验测试,SC-VGG网络结构在训练过程中损失函数曲线可以很好的收敛,与其他网络结构相比对焊缝缺陷特征的提取性能更好,平均准确率和召回率达到了95.86%和98.33%,为焊缝缺陷自动化识别提供了算法支撑。     

地磁Ap指数滞后太阳周循环分析

把1932-2006年地磁Ap指数12个月流动均值分解成为(Ap)R和(Ap)I.其中(Ap)R为太阳黑子数R的线性函数,与太阳黑子数R相位相同,可能对应于日冕物质抛射(CME)等地磁控制因素. (Ap)I分量与太阳黑子数R相位相差约180°,该分量可能对应于极冕洞变化(从太阳峰年开始,由日面极区逐渐向赤道延伸).以地磁Ap指数与太阳黑子数R滞后非常严重的第20太阳周为例,证实了(Ap)I分量与极冕洞向赤道延伸循环变化相对应.因此极冕洞循环变化可能是导致地磁扰动指数与太阳周循环相位不一致,出现滞后现象的一个十分重要原因.      

The infra-red background generated by pregalactic stars and their remnants

We examine whether the IR background reported by Matsumoto (1983) could have been generated by stars or black holes in the pregalactic era, z=10100.     

单晶双斜探头探伤时缺陷定位问题的研究

当今社会对产品质量的检测要求越来越严格和全面了，在这种严格的检测下，各种专用的新型超声检测探头不断涌现，其中用于内燃机曲轴及石油钻铤等部位探伤的单晶双斜探头也得到了应用，但由于这种探头的特殊结构，以至它不易对缺陷定位，所在在这里，本文主要针对这种双斜探头的缺陷定位问题，进行探讨和研究。实验证明，所求计算公式达到了预期效果。     

复合材料无损检测技术的新进展

无损检测技术及设备不断发展,以满足复合材料领域日益增多的检测需要。本文将简略介绍国外无损检测(NDT) 的新技术及设备在复合材料上的应用。     

Experimental method for and theoretical research on defect tolerance of fixed plate based on damage mechanics

An experimental method and a theoretical analysis based on continuum damage mechan-ics are applied for the defects tolerance of fixed plate. The defects type studied in this article is scratch, which i...     

Primordial black holes and Holeums as progenitors of Galactic diffuse gamma-ray background

Diffuse Galactic gamma-ray flux resulting from the evaporation of primordial black holes has been the subject of intensive research work during the last few decades. Theoretical work addressing this issue started in the 1970s whereas data started pouring in only in the 1990s. We discuss in this paper a model of the potential contribution to the Galactic gamma-ray flux of primordial black holes in binary systems and extend the argument to include stable gravitational bound states called Holeums. The model has a predictive power and can be tested by looking for gamma-ray excess in the vicinity of violent events occurring in the Galaxy such as supernova explosions.