Protect privacy of deep classification networks by exploiting their generative power

Machine Learning - Research showed that deep learning models are vulnerable to membership inference attacks, which aim to determine if an example is in the training set of the model. We propose a...     

斜拉桥张拉索张力的测定

基于斜拉桥拉索的受力特点,提出一种索张力测定的新方法.文中研究了索张力传感器的测试机理,导出了传感器测力信号与索张力的关系.研究结果表明:该测试方法能有效地消除支座条件、拉索自重及索抗弯刚度等因素对测力信号的影响,可实现斜拉桥张拉索受力的精确、快捷测量.     

F-doped carbon hollow nanospheres for efficient electrochemical oxygen reduction

Journal of Materials Science - Herein, a metal-free catalyst F-CHNS-900 has been prepared through a one-step pyrolysis of polytetrafluoroethylene and ZnCl2 at 900 °C. According to the...     

矢量与栅格结合的三维地质模型编辑方法

三维地质模型主要通过剖面构造．自动建模方法要求这些剖面基本平行,并且相邻剖面地质体的差别不能过大．本文针对剖面数据较少且不平行的情形,设计了人机交互的三维地质模型构造方法,利用普通多面体栅格化算法和由Marching Cubes算法得到的光栅矢量化,实现了光栅和矢量模型的相互转换．在保证模型间拓扑正确的基础上,提高了地质模型的编辑效率,并在实践中得到了检验．     

Numerical and Experimental Investigation on Heat Transfer Performance of a Solar Single Storage Tank

The single-tank latent heat thermal energy storage(LHTES) of solar energy mainly consists of two modules: the first one is the phase change material(PCM) module heated by solar energy; the second is a module of heat transfer between melted PCM and the user's low-temperature water. This paper mainly focuses on the former one. To investigate the heat transfer performance of the paraffin-based solar single storage tank and find a more suitable experimental configuration, as basic research work, we established a single-tank thermal storage platform and then conducted a numerical simulation on the heat transfer process with Fluent. The result of numerical simulation shows that the test situation was basically reflected and the data agreed well with the experiment results. The numerical simulation analysis is accurate and the method is reliable. To obtain the heat transfer performance of paraffin in a single tank and strengthen heat transfer, the aspect ratio, the melting temperature of paraffin, and the heating power of the electric heater were analyzed based on simulation. The results show that the heat transfer gets more uniform when the aspect ratio is lower. This results in an increase in the liquid fraction of 61.83% to 76.47% one hour after heating when the aspect ratio of the tank reduced from 2.8 to 1.1. The higher the melting temperature of paraffin, the longer it takes for PCM to reach a stable state. And the curvature of liquid heating is greater than that of solid heating at the bottom layer. Under the constant total work, the heating power has little effect on the heat transfer performance of the paraffin. This study will provide some reference value for the optimization design of single-tank LHTES systems in the future.     

广州市交通信息指挥中心结构设计

介绍楼高20层的交通信息指挥中心结构方案的优化布置、错层结构钢管混凝土核心柱设计以及节点构造、剪力墙平面外锚固长度不足的环梁方案、小剪跨连梁超筋的构造措施、悬挑结构斜拉杆的节点设计、现浇空心楼盖设计、柱网改变导致高位牛腿托换的计算分析及构造、屋顶大跨度的楼盖设计等,全面反映了该工程的结构设计难点和技术创新情况。     

微构造的地震识别与应用效果

胜利油田的油气勘探具有较大的剩余勘探潜力，且大部分油气蕴藏在微构造油气藏中。微构造油气藏在胜利油田的勘探开发老区均有分布，纵向上从沙四段到东营组均有发育。该类油气藏埋深浅、储层物性好、产量高，具有较高的经济效益。微构造油气藏在国内外研究较少，国内外较注重目的层沉积微构造的研究，且主要是沉积微构造对注采关系的影响。在对复杂断块的精细研究中，以前研究的重点也主要集中在应用钻井资料对断层的成因和对断层封堵性的研究上，而对微构造圈闭的成因、识别及成图，一直没有进行系统的分类研究。文章划分了微构造的类型，研究了微构造的特点，并认为构造作用、沉积作用和后期改造作用是微构造形成的３种主要原因。同时，利用地震资料对微构造圈闭的识别方法和描述技术进行了探索，形成了一套具有针对性的技术系列，取得了显著的效果，这对油气田老区的滚动勘探开发具有重要的意义。     

Synthesis of highly efficient,structurally improved Li4SiO4 sorbents for high-temperature CO2 capture

Li₄SiO₄ sorbents for high-temperature CO₂ removal have drawn extensive attention owing to their potential application in carbon capture and storage (CCS). The major challenge in the application lies in the poor CO₂ capture performance under realistic conditions of low CO₂ concentrations, owing to the dense structure and poor porosity. In this work, Li₄SiO₄ sorbents were prepared with porous micromorphologies and large contact areas using a variety of organometallic Li-precursors, achieving fast CO₂ sorption kinetics, high capacity and excellent cyclic stability at a low CO₂ concentration (15?vol%). It was found that a high conversion of ~?74% was maintained for pure Li₄SiO₄ even after 100 sorption/desorption cycles. Moreover, by doping with Na₂CO₃ to reduce the CO₂ diffusion resistance, the conversion of the sorbent was further enhanced to 93.2%. The enhancement mechanism of alkali carbonate have been proven here to be ascribed to the formation of the eutectic melt of Li/Na carbonates, the existence and function of which has been confirmed in this study.     

可双固化树枝形聚酰胺-胺树脂的合成及其涂膜性能研究

探讨了以乙二胺与丙烯酸甲酯交替反应，制备了1．5，2．5代树枝形聚酰胺一胺树脂（PAMAM），对其用甲基丙烯酸缩水甘油酯（GMA）和γ-氨丙基三乙氧基硅烷进行了改性，使其能够紫外光固化和潮气固化。热分析考查了玻璃化温度和热稳定性，并进行了硬度、光泽、光固化速度、潮气固化速度、附着力、柔韧性等测试。     

枯草芽孢杆菌Dg5041液体发酵生产γ-聚谷氨酸

以枯草芽孢杆菌Dg5041为生产菌,对其摇瓶发酵生产γ–聚谷氨酸(γ-PGA)的工艺进行研究,通过单因素实验和正交实验获得了该菌的优化培养条件。优化的培养基组成为:葡萄糖35 g/L,酵母膏10 g/L,谷氨酸钠40 g/L,MgSO41.0 g/L,K2HPO4 2.0 g/L,MnSO40.5 g/L,pH 7.0,250 mL锥形瓶装液量50 mL。菌种在37℃,120 r/min培养24 h加入5%NaCl后继续培养24 h,γ-PGA产量达到18.54 g/L。研究结果表明,枯草芽孢杆菌Dg5041是一株很有潜力的γ-PGA高产菌。