表面纳米化对316L不锈钢低周疲劳性能的影响

超声喷丸(USSP)处理工艺在316L不锈钢表面制备出了纳米表面晶层,对表面纳米化后和未表面纳米化的316L不锈钢试样进行对比拉拉低周疲劳试验,运用数理统计学的方法分析研究了表面纳米化处理对316L不锈钢的低周疲劳性能的影响,并就表面纳米化对疲劳性能的影响机理进行了初步分析探讨.研究结果表明,超声喷丸表面纳米化处理可以有效地提高316L不锈钢的低周疲劳寿命;超声喷丸处理在表面所形成的残余压应力、晶粒细化的纳米强化表层是疲劳寿命提高的主要原因.     

黏弹性半空间体内部作用水平力时的理论分析

研究假定半无限体为线性黏弹性介质,土体在内部水平集中力作用下的应力球张量和应变球张量之间符合弹性关系,而应力偏张量和应变偏张量之间符合三参数固体黏弹性应力应变关系.利用半空间体内部受水平向集中力的Mindlin弹性理论解,根据弹性--弹黏性相应原理,系统推导了水平集中力作用在半无限体内部时的应力与位移分量的黏弹性解.通过对应力与位移分量在拉氏域内的解答进行Laplace逆变换,给出了应力与位移分量的时域解.作为黏弹性解答的应用,基于上述解答给出了水平向均布荷栽下作用在半空间体内部时的黏弹性位移计算公式,并编制了便于工程应用的计算程序.结果验证与深埋锚板的算例分析表明,本文的理论解答对实际工程具有一定的理论及应用价值.     

光面爆破相邻炮孔存在起爆时差的炮孔间距计算

根据光面爆破炮孔爆炸载荷的时间衰减和相邻炮孔的非同时起爆,对光面爆破的炮孔间距计算进行研究,提出新的光面爆破参数设计方法,并得出炮孔爆炸载荷衰减速度、相邻炮孔起爆时差对炮孔间距的影响。分析认为,就实现较大的光面爆破炮孔间距而言,提高炮孔堵塞质量较提高雷管起爆时间精度更有意义。     

三峡永久船闸人字门顶枢拉架预应力锚杆张拉

 三峡船闸人字门在国内首次设计用预应力锚杆来固定顶枢拉架， 该固定法与地角螺栓固定法比较，可以改善闸顶面混凝土受力，简化 结构设计，但增加了施工安装与预应力张拉难度. 本文以锚杆张拉的 工艺性实验为基础，优化了加载装置安装工艺及平衡加载控制方法.     

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Credit valuation adjustment is the price adjustment of financial contract considering possible default of counterparty and it is an important way to measure counterparty risk. It is the key to establish a reasonable default dependence structure model. We introduce an economic state variable and shot noise processes in a Markov copula model and establish a regime switching Markov copula model with shot noise, where we can not only describe the impact of common economic conditions characteristics but also describe the credit name's characteristic. In this proposed model, we study martingale property of the model and the collateralized CVA of credit default swaps, and furthermore, we perfer some numerical calculations on the collateralized CVA and examine the impact of some model parameters on the CVA.     

Immobilization of liposomes on hydrophobically modified polymer gel particles in batch mode interaction

Immobilization of liposomal phospholipids onto Sephacryl S-1000 gels that were chemically conjugated with hydrophobic alkyl moieties, octyl, dodecyl and hexadecyl, was examined in batch mode interaction. Compared with the octyl gel, the dodecyl and the hexadecyl gels were found to immobilize the three to four times more phospholipids with the less hydrophobic moieties. The encapsulation of a water-soluble marker, with other evidences, suggests that the majority of the immobilized phospholipids maintained liposomal morphology. As the lipid of the interacting liposomes, egg yolk phosphatidylcholine (eggPC), 1,2-dimyristoylphosphatidylcholine (DMPC) and a mixture of DMPC and 1,2-dimyristamido-1,2-deoxyphosphatidylcholine were examined. At 22 °C, DMPC liposomes showed higher extent of immobilization than at 37 °C but not eggPC liposomes, suggesting that the phase of liposomal membrane could have influence on the immobilization. Exchange between the immobilized liposomes and free ones was found to be small, less than 3%. The gel that had been first interacted with liposomes to apparent saturation could further immobilize the newly added liposomes. The rate of this second immobilization was similar to that of the slow adsorption process; the both could be based on the same mechanism, possibly involving rearrangement of the immobilized liposomes on the gel as proposed by Lundahl. As had been observed in the flow mode, the immobilization had preference for smaller liposomes. In application of the system in batch mode, the size distributions of the immobilized liposomes and of those left in the supernatant may differ from that of the originally added liposomes.     

Optimizing Few-Shot Learning Based on Variational Autoencoders

Despite the importance of few-shot learning, the lack of labeled training data in the real world makes it extremely challenging for existing machine learning methods because this limited dataset does not well represent the data variance. In this research, we suggest employing a generative approach using variational autoencoders (VAEs), which can be used specifically to optimize few-shot learning tasks by generating new samples with more intra-class variations on the Labeled Faces in the Wild (LFW) dataset. The purpose of our research is to increase the size of the training dataset using various methods to improve the accuracy and robustness of the few-shot face recognition. Specifically, we employ the VAE generator to increase the size of the training dataset, including the basic and the novel sets while utilizing transfer learning as the backend. Based on extensive experimental research, we analyze various data augmentation methods to observe how each method affects the accuracy of face recognition. The face generation method based on VAEs with perceptual loss can effectively improve the recognition accuracy rate to 96.47% using both the base and the novel sets.     

FTIR研究聚丙烯负载型催化剂的制备过程

采用红外光谱跟踪分析用于丙烯聚合的ＭｇＣｌ２负载型催化剂的制备过程,阐明了制备过程中的主要化学变化．认为载体ＭｇＣｌ２含水对催化剂负载过程及钛含量有极大的影响;ＭｇＣｌ２的溶解是一经过中间过渡态的醇化过程;邻苯二甲酸酐不仅会与部分醇反应生成酯,而且还与水反应生成酸,起了除水的作用;其中酯在ＴｉＣｌ４负载中作为内酯,酸容易与－Ｍｇ—（ＯＲ）作用生成Ｍｇ（ＯＨ）２或Ｍｇ（ＯＨ）Ｃｌ;在负载过程中,ＴｉＣｌ４倾向于在ＭｇＣｌ２表面的结构缺陷处与ＭｇＣｌ２发生“结构锚定”．用红外光谱跟踪分析的结论,得到了用不同含水量ＭｇＣｌ２制得的催化剂钛含量和催化活性及ＸＰＳ分析的支持     

激光冲击喷丸与激光辐照LY12铝合金材料拉伸力学行为的实验研究

为了研究激光冲击喷丸与激光辐照处理后LY12铝合金材料的微尺度变形特点和失效机理,对经过不同激光功率密度处理后的LY12铝合金材料,在扫描电镜下进行了原位拉伸力学行为和失效机理研究。在扫描电子显微镜（SEM）下,得到各组试件的拉伸载荷曲线和不同载荷下的微观区域图像,并利用数字图像相关技术进行不同载荷下的微观区域全场变形分析,并对拉伸断口形貌也进行了分析。研究表明：激光处理的功率大小对LY12铝合金拉伸最大载荷有明显的影响,激光处理的交界处有较强的应变集中。