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A Differential Privacy Federated Learning Scheme Based on Adaptive Gaussian Noise 一种基于自适应高斯噪声的差分隐私联邦学习方案
Pub Date : 2023-01-01 DOI: 10.32604/cmes.2023.030512
Sanxiu Jiao, Lecai Cai, Xinjie Wang, Kui Cheng, Xiang Gao
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引用次数: 0
An Improved Bald Eagle Search Algorithm with Cauchy Mutation and Adaptive Weight Factor for Engineering Optimization 一种基于Cauchy突变和自适应权重因子的工程优化改进秃鹰搜索算法
Pub Date : 2023-01-01 DOI: 10.32604/cmes.2023.026231
Wenchuang Wang, Weican Tian, K. Chau, Yiming Xue, Lei Xu, Hong-fei Zang
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引用次数: 6
Building Indoor Dangerous Behavior Recognition Based on LSTM-GCN with Attention Mechanism 基于关注机制的LSTM-GCN建筑室内危险行为识别
Pub Date : 2023-01-01 DOI: 10.32604/cmes.2023.027500
Qingyue Zhao, Qiaoyu Gu, Zhijun Gao, Shipian Shao, Xinyuan Zhang
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引用次数: 1
Application of Smoothed Particle Hydrodynamics (SPH) for the Simulation of Flow-like Landslides on 3D Terrains 光滑粒子流体力学(SPH)在三维地形流状滑坡模拟中的应用
Pub Date : 2022-01-13 DOI: 10.21203/rs.3.rs-1222497/v1
Binghui Cui, Liaojun Zhang
Flow-type landslide is one type of landslide that generally exhibits characteristics of high flow velocities, long jump distances, and poor predictability. Simulation of it facilitates propagation analysis and provides solutions for risk assessment and mitigation design. The smoothed particle hydrodynamics (SPH) method has been successfully applied to the simulation of two-dimensional (2D) and three-dimensional (3D) flow-like landslides. However, the influence of boundary resistance on the whole process of landslide failure is rarely discussed. In this study, a boundary algorithm considering the friction is proposed, and integrated into the boundary condition of the SPH method, and its accuracy is verified. Moreover, the Navier-Stokes equation combined with the non-Newtonian fluid rheology model was utilized to solve the dynamic behavior of the flow-like landslide. To verify its performance, the Shuicheng landslide event, which occurred in Guizhou, China, was taken as a case study. In the 2D simulation, a sensitivity analysis was conducted, and the results showed that the shearing strength parameters have more influence on the computation accuracy in comparison with the coefficient of viscosity. Afterwards, the dynamic characteristics of the landslide, such as the velocity and the impact area, were analyzed in the 3D simulation. The simulation results are in good agreement with the field investigations. The simulation results demonstrate that the SPH method performs well in reproducing the landslide process, and facilitates the analysis of landslide characteristics as well as the affected areas, which provides a scientific basis for conducting the risk assessment and disaster mitigation design.
流型滑坡是滑坡的一种类型,一般表现为流速大、跳跃距离远、可预见性差。它的模拟有助于传播分析,并为风险评估和缓解设计提供解决方案。光滑颗粒流体力学(SPH)方法已成功地应用于二维(2D)和三维(3D)流状滑坡的模拟。然而,边界阻力对滑坡破坏全过程的影响却鲜有讨论。本文提出了一种考虑摩擦的边界算法,并将其集成到SPH方法的边界条件中,验证了其精度。利用Navier-Stokes方程结合非牛顿流体流变模型求解流型滑坡的动力特性。为验证其性能,以贵州水城滑坡事件为例进行了研究。在二维模拟中,进行了敏感性分析,结果表明剪切强度参数对计算精度的影响大于粘度系数。然后,在三维模拟中分析了滑坡的动力学特征,如速度和冲击面积。模拟结果与现场调查结果吻合较好。仿真结果表明,SPH方法能较好地再现滑坡过程,便于对滑坡特征和受影响区域进行分析,为开展滑坡风险评估和减灾设计提供科学依据。
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引用次数: 1
Recent Progress of Fabrication, Characterization, and Applications of Anodic Aluminum Oxide (AAO) Membrane: A Review 阳极氧化铝(AAO)膜的制备、表征及应用研究进展
Pub Date : 2021-12-15 DOI: 10.32604/cmes.2022.022093
S. Manzoor, M. W. Ashraf, S. Tayyaba, M. Khalid Hossain
The progress of membrane technology with the development of membranes with controlled parameters led to porous membranes. These membranes can be formed using different methods and have numerous applications in science and technology. Anodization of aluminum in this aspect is an electro-synthetic process that changes the surface of the metal through oxidation to deliver an anodic oxide layer. This process results in a self-coordinated, exceptional cluster of round and hollow formed pores with controllable pore widths, periodicity, and thickness. Categorization in barrier type and porous type films, and different methods for the preparation of membranes, have been discussed. After the initial introduction, the paper proceeds with a brief overview of anodizing process. That engages anodic aluminum oxide (AAO) layers to be used as formats in various nanotechnology applications without the necessity for expensive lithographical systems. This review article surveys the current status of the investigation on AAO membranes. A comprehensive analysis is performed on AAO membranes in applications; filtration, sensors, drug delivery, template-assisted growth of various nanostructures. Their multiple usages in nanotechnology have also been discussed to gather nanomaterials and devices or unite them into specific applications, such as nano-electronic gadgets, channel layers, and clinical platforms tissue designing. From this review, the fact that the specified enhancement of properties of AAO can be done by varying geometric parameters of AAO has been highlighted. No review paper focused on a detailed discussion of applications of AAO with prospects and challenges. Also, it is a challenge for the research community to compare results reported in the literature. This paper provides tables for easy comparison of reported applications with membrane parameters. This review paper represents the formation, properties, applications with objective consideration of the prospects and challenges of AAO applications. The prospects may appeal to researchers to promote the development of unique membranes with functionalization and controlled geometric parameters and check the feasibility of the AAO membranes in nanotechnology and devices.
膜技术的进步和可控参数膜的发展导致了多孔膜的出现。这些膜可以用不同的方法形成,在科学和技术上有许多应用。在这方面铝的阳极氧化是一种电合成工艺,通过氧化改变金属表面以提供阳极氧化层。这一过程形成了一个自协调的、特殊的圆形和空心孔隙簇,孔隙宽度、周期性和厚度都是可控的。讨论了屏障型和多孔型膜的分类以及制备膜的不同方法。在初步介绍之后,本文对阳极氧化工艺进行了简要概述。这使得阳极氧化铝(AAO)层可以用作各种纳米技术应用的格式,而不需要昂贵的光刻系统。本文综述了AAO膜的研究现状。对应用中的AAO膜进行了全面的分析;过滤,传感器,药物输送,各种纳米结构的模板辅助生长。它们在纳米技术中的多种用途也被讨论,用于收集纳米材料和器件或将它们结合到特定的应用中,例如纳米电子器件、通道层和临床平台组织设计。从这篇综述中,强调了通过改变AAO的几何参数可以实现AAO性能的特定增强。没有一篇综述论文详细讨论了AAO的应用前景和挑战。此外,对研究界来说,比较文献中报道的结果也是一个挑战。本文提供了表格,以便与膜参数的报道应用进行比较。本文综述了AAO的形成、性质、应用,并客观地分析了AAO的应用前景和面临的挑战。这一前景吸引着研究人员进一步推动具有功能化和控制几何参数的独特膜的开发,并验证AAO膜在纳米技术和器件中的可行性。
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引用次数: 8
Solving Fractional Differential Equations via Fixed Points of Chatterjea Maps 利用Chatterjea映射的不动点求解分数阶微分方程
Pub Date : 1900-01-01 DOI: 10.32604/cmes.2023.023143
N. Hussain, Saud M. Alsulami, Hind Alamri
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引用次数: 1
Assessing Criteria Weights by the Symmetry Point of Criterion (Novel SPC Method)–Application in the Efficiency Evaluation of the Mineral Deposit Multi-Criteria Partitioning Algorithm 基于准则对称点的准则权重评定(一种新的SPC方法)——在矿床多准则划分算法效率评价中的应用
Pub Date : 1900-01-01 DOI: 10.32604/cmes.2023.025021
Z. Gligorić, M. Gligorić, I. Miljanović, Suzana Lutovac, A. Milutinović
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引用次数: 11
Distributionally Robust Newsvendor Model for Fresh Products under Cap-and-Offset Regulation 限额与补偿制度下生鲜产品分销稳健性报贩模型
Pub Date : 1900-01-01 DOI: 10.32604/cmes.2023.025828
Xuan Zhao, Jianteng Xu, Honglin Lu
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引用次数: 0
Multi-Stage Improvement of Marine Predators Algorithm and Its Application 海洋捕食者算法的多阶段改进及其应用
Pub Date : 1900-01-01 DOI: 10.32604/cmes.2023.026643
Chuandong Qin, Baole Han
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引用次数: 0
An Interpretable CNN for the Segmentation of the Left Ventricle in Cardiac MRI by Real-Time Visualization 实时可视化心脏MRI左心室分割的可解释CNN
Pub Date : 1900-01-01 DOI: 10.32604/cmes.2022.023195
J. Liu, Geng Yuan, Changdi Yang, H. Song, Liang Luo
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引用次数: 2
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Computer Modeling in Engineering & Sciences
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