CELLULAR GEOPOLYMERIC MATERIAL MADE BY ALUMINA-SILICATE WASTES-BASED NONCONVENTIONAL TECHNIQUE by Lucian Paunescu, Eniko Volceanov, Bogdan Valentin Paunescu

“…The new cellular product is adequate for applications in construction as a lightweight insulating material, having better features by comparing with the traditional lightweight porous concrete. …”
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Development of Process Automation System for Structural Design of the Wind Turbine Gearbox by Dong Huimin, Han Mengke, Qiu Jun, Wang Delun, Liang Shiwen, Jia Ping

“…The current experience-dominated structural design process separates the structural design from CAE analysis in the development of a new wind turbine gearbox,which leads to a quite long-term development cycle and the redundancy of structural materials.Consequently,a new structural design process is presented based on topological optimization theory and combined with CAE.Through a secondary development for Hyperworks with C# and TCL / TK language,a new process automatic system characterized by lightweight structure for the structural design of wind turbine gearboxes is developed.The operability of the system is testified by the instance of designing a planet carrier.The case indicates that the process automatic system can lead designers to finish the lightweight-oriented structural design for wind turbine gearbox parts,and the pre and post processing efficiency can increase by 90% than the current process,and the development cycle of new products of wind turbine gearbox is shorten enormously.…”
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REDUCTION DESIGN AND OPTIMIZATION ANALYSIS FOR VEHICLE BODY BASED ON TAILOR ROLLED BLANK TECHNOLOGY by CHENG JiangHong, WANG LiJuan, CHEN ZongYu, XU MingTao, FANG ZheLin

“…Tailor Rolled Blank（ TRB） is an emerging steel rolling process to effectively produce lightweight vehicle components. It allows continuous metal thickness changes. …”
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Enhancing Anomaly Detection Through Latent Space Manipulation in Autoencoders: A Comparative Analysis by Tomasz Walczyna, Damian Jankowski, Zbigniew Piotrowski

“…This study highlights the impact of optimizing parameter configurations, lightweight architectures, and training methodologies to enhance anomaly detection performance. …”
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Behavior of Reinforced Composite Foamed-Normal Concrete Beams by Angham Nassar Jaffal, Ameer A. Hilal, Akram S. Mahmoud

“…Nine reinforcement beams, including three normal-weight concrete, three lightweight foamed concrete, and three composite concrete, were made with similar rectangular cross sections of dimensions (150 × 250 mm) and length of 1500 mm. …”
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RESEARCH ON ISOTHERMAL FORGING OF ALUMINUM ALLOYAUTOMOBILE DIFFERENTIAL CASE by YU Rui, WANG ZhongLei

“…The research provides an important reference for the optimization design and life improvement of the isothermal forging die of the differential housing and the production and application of the lightweight aluminum alloy differential housing.…”
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Fast Visual Tracking with Enhanced and Gradient-Guide Network by Dun Cao, Renhua Dai

“…Firstly, we adopt the lightweight ResNet-34 as the backbone to improve the proposed tracker’s speed by reducing the computational complexity, and then, to compensate for the performance loss caused by the lightweight backbone, we embed the SKNet from the attention mechanism to filter out the valueless features, and finally, we utilize the gradient-guide strategy to update the template timely. …”
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The Multivariate Fusion Distribution Characteristics in Physician Demand Prediction by Jiazhen Zhang, Wei Chen, Xiulai Wang

“…Aiming at the optimization of the big data infrastructure in China’s healthcare system, this study proposes a lightweight time series physician demand prediction model, which is especially suitable for the field of telemedicine. …”
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Spectrum allocation algorithm based on multi-agent reinforcement learning in smart grid by Feng YAN, Xiaowei LIN, Zhenghao LI, Xia XU, Weiwei XIA, Lianfeng SHEN

“…In view of the fact that 5G networks are used to meet the service requirements of various power terminals in smart grid, a spectrum allocation algorithm based on multi-agent reinforcement learning was proposed.Firstly, for the integrated access backhaul system deployed in smart grid, considering the different communication requirements of services in lightweight and non-lightweight terminal, the spectrum allocation problem was formulated as a non-convex mixed-integer programming aiming to maximize the overall energy efficiency.Secondly, the above problem was modeled as a partially observable Markov decision process and transformed into a fully cooperative multi-agent problem, then a spectrum allocation algorithm was proposed which was based on multi-agent proximal policy optimization under the framework of centralized training and distributed execution.Finally, the performance of the proposed algorithm was verified by simulation.The results show that the proposed algorithm has a faster convergence speed and can increase the overall transmission rate by 25.2% through effectively reducing intra-layer and inter-layer interference and balancing the access and backhaul link rates.…”
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Research progress of Ti2AlNb alloy and feasibility analysis of its application in aero engines by PEI Huiping, LIU Dong, YAO Lipan, SHAO Tianmin, LIU Qiaomu, LIU Liangliang, CHEN Qianming

“…In response to the lightweight design requirements of future high-performance aviation engines， a combination of statistical comparison， control experiments， finite element simulation analysis， and other methods are used to analyse the material properties， alloy cold/hot processing performance， weight reduction benefits， etc. …”
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The Structure and Flexural Properties of Typha Leaves by Jingjing Liu, Zhihui Zhang, Zhenglei Yu, Yunhong Liang, Xiujuan Li, Luquan Ren

“…The Typha leaf has a structure of lightweight cantilever beam, exhibiting excellent mechanical properties with low density. …”
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A Secure RFID Authentication Protocol Adopting Error Correction Code by Chien-Ming Chen, Shuai-Min Chen, Xinying Zheng, Pei-Yu Chen, Hung-Min Sun

“…In this paper, we propose a lightweight mutual authentication protocol adopting error correction code for RFID. …”
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Comparative Study and Airspeed Sensitivity Analysis of Full-Wing Solar-Powered UAVs Using Rigid-Body, Multibody, and Rigid-Flexible Combo Models by An Guo, Shanshan Mu, Zhou Zhou, Jiwei Tang

“…Solar-powered UAVs are characterized by large-scale, lightweight, and low airspeed, and changes in airspeed lead to wing deformation or stalling, which can easily induce serious flight accidents. …”
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Free vibration analysis of aluminum foam metal sandwich panels: a comparative study between numerical and analytical modelling by Zahra Hamdan, Sadeq Bakhy, Muhsin Jweeg

“…The panels consist of an aluminum foam core sandwiched between two aluminum sheets, offering a lightweight yet structurally robust solution, making them ideal for applications in the aerospace and automotive industries. …”
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Improved CenterNet for Accurate and Fast Fitting Object Detection by Huimin He, Qionglan Na, Dan Su, Kai Zhao, Jing Lou, Yixi Yang

“…In this paper, we propose a novel anchor-free method called HRM-CenterNet. Firstly, the lightweight MobileNetV3 is introduced into CenterNet to extract multi-scale features of different layers. …”
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STRUCTURAL TOPOLOGY OPTIMIZATION FOR FLOOR BEAM OF RACK EMU BODY CONSIDERING MODAL FACTORS by CHEN RuiWen, YIN XiangYun, LI Gang, TU Xu, YIN GuoFu

“…The lightweight of rack EMU（Electric Multiple Units）body is one of the key factors to realize the strong climbing ability and comfort of rack EMU. …”
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Residual trio feature network for efficient super-resolution by Junfeng Chen, Mao Mao, Azhu Guan, Altangerel Ayush

“…Based on the TBM, we further design a lightweight version of the enhanced spatial attention mini (ESA-mini) and the residual trio feature block (RTFB). …”
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Design Method with High Comprehensive Performance for External Gear-pumps and Gear-motors by Li Yulong, Liu Ping, Shi Yunyang

“…The number of teeth and addendum coefficient are the main parameters that affect the lightweight effect and the pulsation quality. Based on the high comprehensive performance requirements of both, the optimal number of teeth, addendum coefficient, and tooth profile can be determined. …”
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Greener Method for the Application of TiO2 Nanoparticles to Remove Herbicide in Water by Hoang Hiep, Pham Tuan Anh, Van-Duong Dao, Dang Viet Quang

“…Accordingly, TiO2 nanoparticles (10–45 nm) were synthesized and grafted on lightweight fired clay to generate a TiO2-based floating photocatalyst. …”
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The Fluid-Solid Interaction Dynamics between Underwater Explosion Bubble and Corrugated Sandwich Plate by Hao Wang, Yuan Sheng Cheng, Jun Liu, Lin Gan

“…Lightweight sandwich structures with highly porous 2D cores or 3D (three-dimensional) periodic cores can effectively withstand underwater explosion load. …”
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