Text2Layout: Layout Generation From Text Representation Using Transformer by Haruka Takahashi, Shigeru Kuriyama

“…Combined with Layout-to-Image, this approach has significant practical implications, allowing the practical authoring tools that make image generation explainable and computable using relatively lightweight networks.…”
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Investigation of Mechanical Properties of FDM-Processed Acacia concinna–Filled Polylactic Acid Filament by S. Muthu Natarajan, S. Senthil, P. Narayanasamy

“…The findings suggested that PLA/AC composites could be used to fabricate high-strength, lightweight components using FDM.…”
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Quasi-static test data set of honeycomb hybrid tubes by FDM 3D printingMendeley Data by Fina Andika Frida Astuti, Moch. Agus Choiron, Anindito Purnowidodo, Yudy Surya Irawan

“…Crash box development is carried out continuously to obtain a lightweight design and high energy absorption. This dataset presents the results of a crash box experiments. …”
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Structural Fatigue Life Monitoring with Piezoelectric-Based Sensors: Fundamentals, Current Advances, and Future Directions by Aliakbar Ghaderiaram, Erik Schlangen, Mohammad Fotouhi

“…Compared to alternative sensing technologies, piezoelectric sensors offer distinct advantages, including compact size, lightweight design, low cost, flexible formats, and high sensitivity to dynamic loads. …”
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Synthesis and Characterization of Porous Fly Ash-Based Geopolymers Using Si as Foaming Agent by D. Kioupis, Ch. Kavakakis, S. Tsivilis, G. Kakali

“…The final products were characterized by means of XRD, FTIR, and SEM, while optical microscopy was applied for the evaluation of the porosity. Lightweight geopolymers with a compressive strength of 2.08–14.88 ΜPa and an apparent density of 0.84–1.55 g/cm3 were prepared by introducing a Si content up to 0.2% w/w on fly ash basis.…”
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A Biometric Key Establishment Protocol for Body Area Networks by Lin Yao, Bing Liu, Guowei Wu, Kai Yao, Jia Wang

“…Performance analysis shows that it is a lightweight protocol.…”
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SwinInsSeg: An Improved SOLOv2 Model Using the Swin Transformer and a Multi-Kernel Attention Module for Ship Instance Segmentation by Rabi Sharma, Muhammad Saqib, Chin-Teng Lin, Michael Blumenstein

“…The study presents SwinInsSeg, an instance segmentation model that combines the Swin transformer and a lightweight MKA module to segment ships accurately and efficiently in maritime surveillance. …”
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RESEARCH ＆ APPLICATION OF SERVICE-LOADS ENVIRONMENT FOR COMMERCIAL VEHICLE BASED ON NON-PARAMETRIC KERNEL DENSITY ESTIMATION METHOD by LUAN ShiJie, YU JiaWei, ZHENG SongLin, JING Qing

“…Research and establishment of customer service road-load characteristics are foundation and precondition for reasonable lightweight design of automotive structure strength. …”
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Crack propagation in fracture mechanical graded structures by B. Schramm, H.A. Richard

“…The focus of manufacturing is more and more on innovative and application-oriented products considering lightweight construction. Hence, especially functional graded materials come to the fore. …”
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Recent Trends in Information and Cyber Security Maturity Assessment: A Systematic Literature Review by Alenka Brezavšček, Alenka Baggia

“…The findings reveal significant progress in sector-specific customisation, the growing importance of lightweight models for small and medium-sized enterprises (SMEs), and the integration of emerging technologies. …”
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RESEARCH ON DISTRIBUTION OF DYNAMIC LOAD FACTOR OF TRANSMISSION BOX BASED ON LOAD SPECTRUM by ZHENG SongLin, MA Jiong, ZHAO LiHui, YU WeiYi, YAO ShouWen

“…The results show that under the condition of smooth transmission, the empirical formula is larger, the structural design is conservative, and the 99 th percentile dynamic load factor is reasonable, which is helpful to the realization of the lightweight design.…”
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RESEARCH ON STAGED FATIGUE DAMAGE OF ALUMINUM ALLOY 6061-T6 by GENG MeiLing, YANG YaLi, CHEN Hao, WANG YiPeng, LI YongFang

“…It is of great theoretical significance and engineering value to carry out fatigue damage detection and evaluation of aluminum alloy for application of automobile lightweight materials. In this paper,the periodic fatigue damage characteristics of 6061-T6 aluminum alloy were studied based on CT damage detection and defect reconstruction technology. …”
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Monolithic electrostatic actuators with independent stiffness modulation by Yuejun Xu, Jian Wen, Etienne Burdet, Majid Taghavi

“…This seamless integration enables contractile force modulation, extending its capability as a lightweight variable resistance passive spring by over 2.5 times, and improves its dynamic responses, with faster contractions and rapid attenuation of oscillations by more than 50%. …”
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Evaluation of Grewia optiva fiber as a sustainable and high-performance reinforcement material for composite applications by Thandavamoorthy Raja, Yuvarajan Devarajan, Sundram Vickram

“…Mechanical testing revealed significant tensile strength (11.8 MPa) and Young's modulus (5.4 GPa), highlighting its suitability for lightweight and durable composites. Furthermore, its natural UV resistance, indicated by a peak at 280 nm, enhances its performance in outdoor applications. …”
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Blockchain-based and verifiable multidimensional data aggregation and sharing scheme for smart grid by Jianwei CHEN, Shuyu WANG, Meiping ZHANG, Zhenping ZHANG

“…Aiming at the problem that how to support lightweight multi-dimensional data aggregation, achieve double-end integrity verification of multi-dimensional data in the overall process of the system, and deal with the centralization of cloud servers, a blockchain-based and verifiable multidimensional data aggregation and sharing scheme for smart grid was proposed.Firstly, in order to meet the demand for fine-grained analysis of power data in smart grid, privacy-preserving multidimensional data aggregation was achieved by using masked values and Horner’s rule.On this basis, for the data integrity verification problem of the existing data aggregation scheme in the sharing of cloud storage data with the third party, a new signature algorithm was designed by borrowing the RSA-based multiplicative homomorphic commitment scheme and homomorphic hash function homomorphism, which enabled the cloud server to verify the integrity of aggregated data and be used for integrity verification in the data sharing phase, i.e., it achieved double-end verifiability of cloud storage data and was resistant to internal attacks.Meanwhile, an aggregated data sharing architecture based on federated chain multichain was proposed to effectively avoid centralisation problems such as single-machine processing bottleneck and vulnerability to attacks.The theoretical analysis proves the security of the scheme.Performance experiments show that the proposed scheme has lower computation and communication costs compared with existing schemes.…”
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Edge-assisted UAV onboard video compression and transmission for efficient inference of patrolling tasks by YANG Peng, LIANG Yuxin, KONG Yuxin, LIU Mingliu

“…Due to the limited UAV onboard computational resources, a lightweight RoI extraction method based on class activation mapping (CAM) was proposed, which was able to rapidly locate areas containing patrolling targets. …”
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TomatoGuard-YOLO: a novel efficient tomato disease detection method by Xuewei Wang, Jun Liu

“…To address the shortcomings of existing detection methods in accuracy, computational efficiency, and scalability, this study propose TomatoGuard-YOLO, an advanced, lightweight, and highly efficient detection framework based on an improved YOLOv10 architecture. …”
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FATIGUE OPTIMIZATION OF TRIANGLE TRACK WHEEL UNDER MULTI-WORKING CONDITIONS BASED ON ENSEMBLE OF SURROGATE MODEL by LI YongXin, CHANG Tao, YANG LiMing, LI KaiLun, SUN YinXu, WU FengHe

“…Fatigue life of triangular track wheel after lightweight design is increased by 43. 59%.…”
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DESIGN OF BED SADDLE OF HIGH-SPEED PRECISION CNC LATHE BASED ON TOPOLOGY OPTIMIZATION by DUAN MingDe, LI Yan, GU JiaJia, ZHANG ZhuangYa

“…In order to meet the condition of high precision,efficiency and speed of modern NC machine tools and to improve the static,dynamic performance as well as lightweight design of their basic components,the design of bed saddle which is the key components of ADGM numerical control machine tool was optimized based on topology optimization method. …”
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Manufacturing of Ecofriendly Bricks Using Microdust Cotton Waste by Mebrahtom Teklehaimanot, Haregeweyni Hailay, Tamrat Tesfaye

“…This paper presents an experimental study, which investigates the potential use of cotton microdust to produce new and lightweight brick for construction industries. The physical and mechanical properties of brick mixes having different levels of cotton microdust ratio were investigated. …”
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