函数S-粗集与规律F-隐藏

函数单向S-粗集(Function one direction singular rough sets)是用R-函数等价类定义的,函数是个规律;函数单向S-粗集具有规律特征、动态特征.利用函数单向S-粗集,给出规律F-隐藏概念,提出规律的F-隐藏定理,隐藏识别准则,给出规律的F-隐藏的应用.规律的F-隐藏是函数S-粗集中的一个新的应用研究方向,函数S-粗集是信息规律研究中的一个新理论与新工具.     

Delay‐dependent robust stability and stabilization for uncertain discrete singular systems with delays

The robust stability and robust stabilization for time‐delay discrete singular systems with parameter uncertainties is discussed. A delay‐dependent linear matrix inequality (LMI) condition for the time‐delay discrete systems to be nonsingular and stable is given. Based on this condition and the restricted system equivalent transformation, the delay‐dependent LMI condition is proposed for the time‐delay discrete singular systems to be admissible. With this condition, the problems of robust stability and robust stabilization are solved, and the delay‐dependent LMI conditions are obtained. Numerical examples illustrate the effectiveness of the method given in the paper. Copyright © 2009 John Wiley and Sons Asia Pte Ltd and Chinese Automatic Control Society     

一种主动感知的纹理图像检索方法(英文)

基于Contourlet变换和支持向量机提出了一种新的纹理图像检索方法。在这种方法中,能量和广义高斯分布参数被用做Contourlet子带图像的特征。通过这种表示,提出了由一类和二类支持向量机组成的两阶段检索算法来完成感知相似性测度。通过具有640个纹理图像的VisTex库和具有1760个纹理图像的Brodatz库证明了所提方法的有效性。实验结果表明,对于这两个纹理库,新的纹理图像检索方法的平均检索率分别达99.38%和98.07%。     

Solution-Mediated Hybrid FAPbI3 Perovskite Quantum Dots for Over 15% Efficient Solar Cell

Organic–inorganic formamidinium lead triiodide (FAPbI₃) hybrid perovskite quantum dot (QD) is of great interest to photovoltaic (PV) community due to its narrow band gap, higher ambient stability, and long carrier lifetime. However, the surface ligand management of FAPbI₃ QD is still a key hurdle that impedes the design of high-efficiency solar cells. Herein, this study first develops a solution-mediated ligand exchange (SMLE) for preparing FAPbI₃ QD film with enhanced electronic coupling. By dissolving optimal methylammonium iodide (MAI) into antisolvent to treat the FAPbI₃ QD solution, the SMLE can not only effectively replace the long-chain ligands, but also passivate the A- and X-site vacancies. By combining experimental and theoretical results, this study demonstrates that the SMLE engineered FAPbI₃ QD exhibits lower defect density, which is beneficial for fabricating high-quality QD arrays with desired morphology and carrier transport. Consequently, the SMLE FAPbI₃ QD based solar cell outputs a champion efficiency of 15.10% together with improved long-term ambient storage stability, which is currently the highest reported value for hybrid perovskite QD solar cells. These results would provide new design principle of hybrid perovskite QDs toward high-performance optoelectronic application.     

Piezoelectric Nanostructured Surface for Ultrasound-Driven Immunoregulation to Rescue Titanium Implant Infection

Treating bacterial biofilm infections on implanted materials remains challenging in clinical practice, as bacteria can be resistant by weakening the host defense from immune cells like macrophages. Herein, a metal-piezoelectric hetero-nanostructure with mechanical energy-driven antimicrobial property is in situ constructed on the Ti implant. Under ultrasonic irradiation, the formed piezotronic Ti (piezoTi) can promote the generation of reactive oxygen species (ROS) by facilitating local charge transfer at the surface, thus leading to piezodynamic killing of Staphylococcus aureus (S. aureus) while downregulating biofilm-forming genes. In addition, the stimulated macrophages on piezoTi display potent phagocytosis and anti-bacterial activity through the activation of PI3K-AKT and MAPK pathway. As a demonstration, one-time ultrasound irradiation of piezoTi pillar implanted in an osteomyelitis model efficiently eliminates the S. aureus biofilm infection and rescues the implant with enhanced osteointegration. By the synergistic effect of ultrasound-driven piezodynamic therapy and immuno-regulation, the proposed piezoelectric nanostructured surface can endow Ti implants with highly efficient antibacterial performance in an antibiotic-free, noninvasive, and on-demand manner.     

Mitigating Surface Deficiencies of Perovskite Single Crystals Enables Efficient Solar Cells with Enhanced Moisture and Reverse-Bias Stability

Metal halide perovskite single crystals are promising for diverse optoelectronic applications due to their outstanding properties. In comparison to the bulk, the crystal surface suffers from high defect density and is moisture sensitive; however, surface modification strategies of perovskite single crystals are relatively deficient. Herein, solar cells based on methylammonium lead triiodide (MAPbI₃) thin single crystals are selected as a prototype to improve single-crystal perovskite devices by surface modification. The surface trap passivation and protection against moisture of MAPbI₃ thin single crystals are achieved by one bifunctional molecule 3-mercaptopropyl(dimethoxy)methylsilane (MDMS). The sulfur atom of MDMS can coordinate with bare Pb²⁺ of MAPbI₃ single crystals to reduce surface defect density and nonradiative recombination. As a result, the modified devices show a remarkable efficiency of 22.2%, which is the highest value for single-crystal MAPbI₃ solar cells. Moreover, MDMS modification mitigates surface ion migration, leading to enhanced reverse-bias stability. Finally, the cross-link of silane molecules forms a protective layer on the crystal surface, which results in enhanced moisture stability of both materials and devices. This work provides an effective way for surface modification of perovskite single crystals, which is important for improving the performance of single-crystal perovskite solar cells, photodetectors, X-ray detectors, etc.     

基于CNN与Transformer的医学图像分割

医学图像对疾病的诊断、治疗和评估均有所帮助,准确分割医学图像中的器官对于辅助医生的诊断具有重要的实际意义.由于医学图像中各器官部位与周围组织的图像对比度低,不同器官的边缘和形状也会存在很大差异,从而增加了分割的难度.针对这些问题,本文提出了一种基于卷积神经网络和Transformer的医学图像语义分割网络,有效提高了医学图像语义分割的精度.特征提取部分使用ResNet-50网络结构,在特征提取后使用Transformer模块来扩大感受野.在上采样过程中加入多个跳跃连接层,充分利用各阶段的特征提取信息,来恢复至与输入图像相近的分辨率.在胃肠道医学图像分割数据集上的实验结果证明本文的方法可以有效分割医学图像中的器官组织,提升分割准确率.     

基于IGBT选型的整流器、逆变器损耗计算新方法研究

随着“双碳”概念深入人心,为满足企业对于节能减排、绿色发展的要求,以1 140 V/75 kW变频调速系统为研究对象,提出一种新颖的整流器和逆变器IGBT计算损耗方法,用于IGBT的选择和电力电子散热装置的设计。在实现过程中,考虑栅极驱动电阻和直流母线电压对损耗的影响,给出IGBT的导通损耗、总开关损耗、效率和结温的分析方法。基于IGBT损耗与结温的相互作用,得出IGBT结温曲线。并对IGBT进行了选择校核,仿真及实验验证了所提方案的正确性。     

中红外4 μm波长下MgF2晶体脊形光波导的制备及特性研究（特邀）

为了研究离子与中红外晶体相互作用的机理,探索中红外晶体光波导的制备和性能,采用离子辐照技术结合精密金刚石刀切割,在MgF₂晶体材料中制备了深度17.5 μm、宽度14 μm的脊形光波导。采用SRIM软件模拟了C5+离子辐照MgF₂晶体的电子能量损伤和核能量损伤的过程,分析了波导的形成机理;模拟了波导的折射率变化,并对波导的近场模式进行了实验测量和理论模拟;采用热退火处理来降低波导的传输损耗,将传输损耗降低为0.4 dB/cm;微拉曼光谱证明离子辐照过程并未对MgF₂晶体波导区造成较大的晶格损伤。该工作表明,离子辐照技术结合划片机精密切割是一种十分成熟的脊形波导制备手段,制备的MgF₂晶体脊形光波导在中红外集成光学和光通讯领域具有广泛的应用前景。