Detection and diagnosis of unknown threats in power equipment using machine learning and Spark technology by Li Di, Cen Chen, Zhuo Lv, Mingyan Li, Nuannuan Li, Hao Chang

“…Our research utilizes a lightweight gradient-based method for detecting known threats, and we propose a novel detection approach for unknown threats that combines classical anomaly detection methods, specifically support vector machines, with autoencoders. …”
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Cross-Technology Interference-Aware Rate Adaptation in Time-Triggered Wireless Local Area Networks by Hanjin Kim, Young-Jin Kim, Won-Tae Kim

“…Experimental results demonstrated that the lightweight CTI identification model accurately estimated the average power of each type with an error margin of ±1.414 dBm, achieving this in under 1 ms on the target hardware. …”
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An interactive soft robotic hand-task training system with wireless task boards and daily objects on post-stroke rehabilitation by Xiangqian Shi, Chengyu Yang, Pak Chung Lee, Disheng Xie, Zhongping Ye, Zheng Li, Raymond Kai-yu Tong

“…The results demonstrate its potential to enhance stroke rehabilitation and promote hand-motor recovery. This lightweight, user-friendly interactive system facilitates frequent hand practice and easily integrates into regular rehabilitation therapy routines.…”
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Exploring Tension Fabric Structure and Material- A Review of The Bigo Arena and Denver International Airport by Merve Sumeyye Taha, Abdulmajeed Mamhusseini Asmaa, Shino Abdullah

“…While PTFE-coated glass fiber material is preferred in the construction of lightweight structures, it also provides the opportunity to capture solar radiation. …”
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Monotonic and cyclic compressive performance of self-monitoring MWCNT/PA12 cellular composites manufactured by selective laser sintering by Muhammad Umar Azam, S Kumar, Andreas Schiffer

“…Cyclic tests showed that the zero-load resistance increased significantly as damage progressed during the collapse phase, highlighting their potential for application in smart, lightweight structures with integrated strain and damage-sensing functionalities.…”
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Research status and prospect of grain refinement in aluminum alloy by Xinyue Zhang, Qichi Le, Dazhi Zhao, Yanchao Jiang, Yubo Wang, Tong Wang, Qiyu Liao

“…Aluminum (Al) alloy, as an important lightweight material, has unique advantages such as low density, high specific strength, excellent ductility and corrosion resistance. …”
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Properties of construction material based-Diss fibers: Physico-mechanical characterisation by Ismahen Zaid, Mouloud Merzoud, Amar Benazzouk

“…The viability of using vegetable Diss fibers for developing a sustainable lightweight construction material was investigated in this paper. …”
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Cyber Deception Against Battery Drain DoS Attacks in Wireless Sensor Networks Using Signaling Game by Ines Carole Kombou Sihomnou, Abderrahim Benslimane, Ahmed H. Anwar, Gabriel Deugoue, Charles A. Kamhoua

“…To mitigate this issue, we propose a lightweight defense mechanism against energy-draining DoS attacks using signaling theory and game theory to model the interaction between an attacker and a regular node. …”
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Advancing Rice Grain Impurity Segmentation with an Enhanced SegFormer and Multi-Scale Feature Integration by Xiulin Qiu, Hongzhi Yao, Qinghua Liu, Hongrui Liu, Haozhi Zhang, Mengdi Zhao

“…To address the current challenges, a lightweight semantic segmentation algorithm for impurities based on an improved SegFormer network is proposed. …”
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Sustainable Additive Manufacturing: An Overview on Life Cycle Impacts and Cost Efficiency of Laser Powder Bed Fusion by Ramin Rahmani, Bashir Bashiri, Sérgio I. Lopes, Abrar Hussain, Himanshu S. Maurya, Raivo Vilu

“…Selective laser melting (SLM), as the subsection LPBF technologies, is highlighted for its capability to produce high-performance, lightweight, and complex components with minimal material waste, thus aligning with circular economy goals for metal alloys. …”
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Effect of Feature Size on Defects, Microstructure, and Mechanical Properties of Selective Laser Melted AlSi10Mg Lattice Structure by Chengkuan Peng, Junfeng Qi, Sheng Zhou, Sanqiang Yang, Ran Tao, Heng Shao, Weining Li

“…Selective laser melting lightweight lattice structures have broad application prospects in the aerospace field. …”
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Depth Semantic Segmentation of Tobacco Planting Areas from Unmanned Aerial Vehicle Remote Sensing Images in Plateau Mountains by Liang Huang, Xuequn Wu, Qiuzhi Peng, Xueqin Yu

“…Among them, in order to reduce the model training time, the MobileNet series of lightweight networks are used to replace the original backbone networks of the four network models. …”
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Mechanical and durability properties of coal cinder concrete: Experimental study and GPR-based analysis by Ali Toghroli, Seyed Azim Hosseini, Farshid Farokhizadeh

“…While alternative sustainable aggregates have been explored, coal cinder remains a novel choice due to its unique combination of lightweight and pozzolanic properties. The novelty of this research lies in the exploration of coal cinder as an innovative additive for enhancing HPC properties, which has been relatively underexplored. …”
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Comparison of a combined torus tank with a composite isogrid support with existing design solutions by Andrii Diadiuk, Volodymyr Lipovskyi

“…On one hand, the design must be strong, rigid, and stable, while on the other, it must be as lightweight as possible. The research object is a combined torus shell with composite isogrid reinforcement. …”
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Towards Efficient Object Detection in Large-Scale UAV Aerial Imagery via Multi-Task Classification by Shuo Zhuang, Yongxing Hou, Di Wang

“…Specifically, we develop a lightweight multi-task classification (MTC) network to efficiently identify background areas. …”
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Design of Personalized Cervical Fixation Orthosis Based on 3D Printing Technology by Yangyang Xu, Xiangyu Li, Yafei Chang, Yi Wang, Lifang Che, Guopeng Shi, Xiaofen Niu, Haiyan Wang, Xiaohe Li, Yujie He, Baoqing Pei, Guoqiang Wei

“…Low cost, quick manufacturing time, high precision, attractive appearance, lightweight structure, waterproof design, and practical customized orthotics for patients are all advantages of 3D printing technology in the field of orthopedics. …”
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Alkaline Activation of Basic Oxygen Furnace Slag Modified Gold Mine Tailings for Building Material by Tebogo Mashifana, Jessica Sebothoma, Thandiwe Sithole

“…The developed GMT: BOFS geopolymers satisfied the minimum requirements for nonfacing building masonry as stipulated by the ASTM C34-17a, ASTM C129-14c 0076a, and the SANS 227: 2007 for burnt clay masonry units and can be used as a mine backfill paste and for lightweight civil applications. The geopolymers passed the toxicity characteristic leaching procedure (TCLP), and the results yielded low heavy metals concentration, indicating that the geopolymers will not leach to the environment.…”
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A novel transmission-augmented deep unfolding network with consideration of residual recovery by Zhijie Zhang, Huang Bai, Ljubiša Stanković, Junmei Sun, Xiumei Li

“…Furthermore, noting the difference between the original image and the output of SuperTA-Net, the reinforcement network is developed, where the main component called residual recovery network (RR-Net) is lightweight and can be added to reinforce all kinds of CS reconstruction networks. …”
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A New Enhanced Microstrip Patch Antenna with Circular Polarization for mobile applications by Ait Lahcen Abdelilah, Chabaa Samira, Ibnyaich Saida, Zeroual Abdelouhab

“…This microstrip antenna has a tiny dimension, it is simple to fabricate and has a lightweight, it has high performance, such as a wide band of the reflection coefficient of 1.29 GHz, also, its circular polarization makes it ideal for mobile applications, particularly WIMAX and 5G mid-band.…”
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FANT: Flexible Attention-Shifting Network Telemetry by Mingwei Cui, Yufan Peng, Fan Yang

“…Specifically, FANT employs a metric categorization strategy that divides all measurement metrics into two categories: basic measurements, which are lightweight but cover fewer metrics, and detailed measurements, which are comprehensive but incur higher overhead. …”
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