增强型注意力网络点击通过率预估方法

针对以往模型在对点击通过率(click-through rate,CTR)进行建模预测时,存在着特征重要性学习不足、特征交互低效等问题,提出了一种增强型注意力网络预估模型,用于动态学习特征重要性和特征交互信息,模型主要由注意力层、双线性交互层和全连接神经网络层构成。注意力层的多尺度多头自注意力机制通过设置不同尺寸子空间增强特征重要性学习能力,在得到特征重要性后,进一步采用张量积双线性交互学习特征交互信息。通过对注意力的子空间尺寸大小、张量积交互形式、神经网络层数和节点个数等进行定量分析,确定模型的最佳参数。实验证明,该模型相比已有模型拥有更好的预测能力。     

一种快速自修复磁性聚合物高分子

通过简单的方法合成了一种兼具柔韧性和拉伸性的室温快速自修复磁性聚合物高分子。基于单分子磁体Mn₁₂-Ac和含有脲键的聚二甲基硅氧烷高分子基底之间的氢键作用,该复合物材料展现了出色的磁性和室温快速自修复性质（修复时间为60 s,修复效率为99.5%）。这项工作将为磁性自修复材料在未来智能器件、响应型机器人等领域的应用提供更多的机会。     

龙门山中北段重磁场特征与深部构造的关系

利用平均重力场与深部地壳测深资料估算了龙门山及邻区莫霍面的深度变化,表明龙门山地区正处于莫霍面由东南向西北的陡降带上。均衡重力异常计算结果显示该区为正异常。对航磁异常的向上延拓反映出茂汶杂岩体是“无根”的。此外还应用角度平均径向能谱法反演了该区深部磁性基岩的顶面与底面深度。结果表明,龙门山地区上地壳是由若干块体拼合而成的,川西拗陷带内的磁性界面呈现出向龙门山地腹下插的格局。     

外加电磁场对火焰结构及燃料燃烧特性的影响

燃料在电、磁场作用下的燃烧是一个新的跨学科性质的研究课题.它涉及磁流体发电、空间技术中电磁燃烧技术的应用以及能源与动力工程中能量转换与效率.本文从实验和理论两个方面,扼要地报导了碳氢燃料在外加磁场、电场影响下的火焰结构及其燃烧特性.把近年来我研究小组的主要研究结果汇总发表.     

回流充气法处理中,高量含铁地下水的研究

本文介绍一种深井回流充气工艺,它兼具充氧和除铁综合性能的新型工艺形式,能改善含铁地下水的过滤性能.在此基础上提出了深井回流充气稳定期的概念,建立了深井回流充气系统中氧量的平衡关系.通过正交试验,提出了处理中、高量含铁地下水的推荐工艺流程和工艺参数.采用χ—射线衍射方法测试了井内铁泥和成熟滤料表面滤膜的成分和形态,分析了"充气"和"过滤》两过程中的除铁机理.     

Progress in magnetic couple system of nitroxidemetal complexes

Metal_radical method is an effective approach to synthesizing magnetic molecular materials. With the development in decades, the study of nitroxide_metal complexes has made great progress in model, theoretical treatment and design of molecules. Several mechanisms of the metal_radical magnetic coupling are discussed. Molecular magnetic project of nitroxide_metal complexes has made fruitful achievements, but crystal magnetic project is difficult to be controlled, and it is a challenge to chemists. The studies on nitronyl nitroxide_metal complexes are summarized. At present, there are three major approaches to increasing the T c of the metal_radical compounds: (ⅰ) Searching for nitronyl nitroxide ligands that can yield 3_D ferro_ or ferrimagnetic structures; (ⅱ) decorating the structure of radicals with the aim to enhance the coordinate capability of radicals; (ⅲ) grafting polynitroxide radicals as a versatile bridge. The third approach, namely searching for polynitroxide ligand, will serve as a hopeful strategy for exploring higher T c radical molecule_based magnets.     

Buckling of a ferromagnetic thin plate in a transverse static magnetic field

An energy theory is proposed on the buckling of a ferromagnetic thin plate in a transverse static magnetic field. The analytic solution of critical field for plates is obtained by using variational method. It is shown that the critical magnetic field is not only influenced by the ratio of the thickness to the length, but also by the width, total length and the magnetic susceptibility of the specimen. Theoretical calculations agree with experiments reasonably.     

Effect of lanthanum ions on tRNAphe structure: Imino proton NMR spectroscopy

The effect of lanthanum ions on the structural and conformational change of yeast tRNA Phe was studied by 1H NMR. The results suggest that the tertiary base pair (G-15)(C-48), which was located in the terminal in the augmented dihydrouridine helix (D-helix), was markedly affected by adding La 3+ and shifted 0.33 downfield. Based pair (U-8)(A-14), which is associated with a tertiary interaction, links the base of the acceptor stem to the D-stem and anchors the elbow of the L structure, shifted 0.20 upfield. Another imino proton that may be affected by La 3+ in tRNA Phe is the tertiary base pair (G-19)(C-56). The assignment of this resonance is tentative since it is located in the region of highly overlapping resonances between 12.6 and 12.2. This base pair helps to anchor the D-loop to the TΨC loop.     

Preparation of InSb nanocrystals embedded in SiO2 thin films

InSb nanocrystals embedded in SiO₂ thin films were prepared by rf magnetron cosputtering technique. THe observation by transmission electron microscope showed that InSb nanocrystals dispersed uniformly in SiO₂ matrices. InSb nanocrystals with different sizes can be obtained by changing the annealing condition. The average size of InSb nanocrystals depended on annealing temperature and time, but not on the t_1/3 rules. X-ray photoelectron spectroscopy and X-ray diffraction were also applied to the analyses of the composite thin films.     

用^1H—NMR测定纤维素的摩尔取代度

用＾１Ｈ－ＮＭＲ测定羟丙基纤维素的摩尔取代度,根据纤维素在ＤＣｌ中水解后的＾１Ｈ－ＮＭＲ谱峰面积来计算ＭＳ值。同时还应用铬酸氧化蒸馏法测定了羟丙基纤维素的ＭＳ值,以及利用ＭＳ与羟丙基含量的关系得到ＭＳ值,可以发现ＮＭＲ的方法是可行的。