A Novel Ternary Composite of Polyurethane/Polyaniline/Nanosilica with Antistatic Property and Excellent Mechanical Strength: Preparation and Mechanism

Chinese Journal of Polymer Science - Antistatic and strength properties are of vital importance for polyurethane rubber used in moving parts of many industrial instruments. Herein, polyurethane was...     

基于快速神经网络架构搜索的鲁棒图像水印网络算法

为解决深度学习在图像水印算法中计算量大且模型冗余的问题，提高图像水印算法在抵抗噪声、旋转和剪裁等攻击时的鲁棒性，提出基于快速神经网络架构搜索（neural architecture search，NAS）的鲁棒图像水印网络算法。通过多项式分布学习快速神经网络架构搜索算法，在预设的搜索空间中搜索最优网络结构，进行图像水印的高效嵌入与鲁棒提取。首先，将子网络中线性连接的全卷积层设置为独立的神经单元结构，并参数化表示结构单元内节点的连接，预先设定结构单元内每个神经元操作的搜索空间；其次，在完成一个批次的数据集训练后，依据神经元操作中的被采样次数和平均损失函数值动态更新概率；最后，重新训练搜索完成的网络。水印网络模型的参数量较原始网络模型缩减了92%以上，大大缩短了模型训练时间。由于搜索得到的网络结构更为紧凑，本文算法具有较高的时间性能和较好的实验效果，在隐藏图像时，对空域信息的依赖比原始网络更少。对改进前后的2个网络进行了大量鲁棒性实验，对比发现，本文算法在CIFAR-10数据集上对抵抗椒盐噪声和旋转、移除像素行（列）等攻击优势显著；在ImageNet数据集上对抵抗椒盐高斯噪声、旋转、中值滤波、高斯滤波、JPEG压缩、裁剪等攻击优势显著，特别是对随机移除行（列）和椒盐噪声有较强的鲁棒性。     

Syntheses,Crystal Structures and Fluorescence Properties of Three Complexes Based on 2,2'-Quinoline-4,4'-dicarboxylic Ligands

Crystallography Reports - Three new coordination complexes, [Mn(L)(H2O)4⋅(H2O)3]2 (1), [Mg(L)(H2O)4⋅(H2O)3]2 (2), and [Cu(L)(phen)⋅(H2O)4]2 (3) (H2L =...     

Gram Matrices of Mixed-State Ensembles

International Journal of Theoretical Physics - Gram matrices arise naturally in the consideration of pair-wise overlap of a family of vectors or quantum pure states, and play an important role in...     

Electrochemical dehydrogenative N–H/N–H coupling reactions

The N–N bond is present in many important organic compounds, such as hydrazines, pyrazoles, azos, etc. Many methods based on transition metal catalyzed N–N coupling or functionalization of hydrazine have been reported for the synthesis of N–N containing organic compounds. In recent years, electrochemical dehydrogenative N–H/N–H coupling has become a powerful tool for the construction of N–N bearing organic compounds. The electrochemical methods employ electrons as traceless redox reagents instead of chemicals and produce hydrogen as the only byproduct. In this review, we summarize the recent advances in the electrochemical dehydrogenative N–H/N–H coupling reactions with focus on the mechanistic insights and synthetic applications of these transformations.     

氧等离子体对以石墨为碳源合成的CVD金刚石颗粒的影响

采用一种新型的金刚石颗粒制备方法,利用微波辅助化学气相沉积技术,向反应室内通入氢气,以固态石墨片同时作为碳源和衬底沉积金刚石颗粒.利用该方法合成的金刚石颗粒具有微米级尺寸,可用作研磨剂、抛光剂、形核剂等.但是合成的金刚石颗粒中仍含有少量的非晶碳,且合成颗粒的尺寸均匀性有待提高.为解决以上问题,本文中在反应不同阶段(初期、中期及末期)通入氧气,形成氧等离子体;研究氧等离子体对合成的金刚石颗粒形貌、尺寸、质量、纯度的影响,以及随氧等离子体添加阶段不同而产生的不同变化情况.结果 表明,经氧等离子体处理的金刚石颗粒形貌略有改变,表面光滑度更好,且金刚石颗粒尺寸的一致性有所提高;经过激光粒度测试发现,金刚石颗粒的尺寸主要集中在25～ 29 μm.添加氧等离子体有助于消除金刚石中的非晶碳,提高金刚石纯度;且在反应初期添加氧等离子体可最大程度提高金刚石颗粒质量.     

Unveiling the Layer‐Dependent Catalytic Activity of PtSe2 Atomic Crystals for the Hydrogen Evolution Reaction

Two‐dimensional (2D) PtSe₂ shows the most prominent layer‐dependent electrical properties among various 2D materials and high catalytic activity for hydrogen evolution reaction (HER), and therefore, it is an ideal material for exploring the structure–activity correlations in 2D systems. Here, starting with the synthesis of single‐crystalline 2D PtSe₂ with a controlled number of layers and probing the HER catalytic activity of individual flakes in micro electrochemical cells, we investigated the layer‐dependent HER catalytic activity of 2D PtSe₂ from both theoretical and experimental perspectives. We clearly demonstrated how the number of layers affects the number of active sites, the electronic structures, and electrical properties of 2D PtSe₂ flakes and thus alters their catalytic performance for HER. Our results also highlight the importance of efficient electron transfer in achieving optimum activity for ultrathin electrocatalysts. Our studies greatly enrich our understanding of the structure–activity correlations for 2D catalysts and provide new insight for the design and synthesis of ultrathin catalysts with high activity.     

水溶性CdZnTe量子点荧光猝灭法测定银离子的研究

以疏基丙酸(MPA)为修饰剂,制备了水溶性CdZnTe量子点,研究了pH值,回流时间对CdZnTe量子点荧光强度的影响.基于Ag离子对CdZnTe量子点的淬灭作用,建立了一种新的测定Ag离子的方法.在最优试验条件下,Ag离子浓度在2×10-7～2×10-6 mol/L时与CdZnTe量子点荧光强度呈线性关系,线性回归方程为△F ＝-7 ×10-5c+5×10-5,相关系数R＝0.9787.该量子点荧光分析方法简便快速、灵敏度高、选择性好.