MRA-YOLOv8: A Network Enhancing Feature Extraction Ability for Photovoltaic Cell Defects by Nannan Wang, Siqi Huang, Xiangpeng Liu, Zhining Wang, Yi Liu, Zhe Gao

“…Second, we integrate a multi-path feature extraction module, ResBlock, into the neck. …”
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Synthesis of evasive maneuver control of unmanned aerial vehicle for terminal restrictions by N. Y. Polovinchuk, S. V. Ivanov, L. I. Kotelnitskaya

“…The FV (flying vehicle) control is organized with maximum efficiency. Herewith, the maneuvering FV trajectory must satisfy the requirements of optimality for some given functions of the phase variables at the final time and the conditions of its path through a specified terminal area space. …”
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Preparation of Janus-Structured Evaporators for Enhanced Solar-Driven Interfacial Evaporation and Seawater Desalination by Junjie Liao, Luyang Hu, Haoran Wang, Zhe Yang, Xiaonan Wu, Yumin Zhang

“…Solar-driven interfacial evaporation has emerged as a sustainable and highly efficient technology for seawater desalination, attracting considerable attention for its potential to address global water scarcity. …”
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Sequential Hybrid Beamforming for Radio Stripes by Joumana JOUMANA, Daniel Castanheira, Adao Silva, Rui Dinis, Atilio Gameiro

“…In this regard, radio stripe (RS) is a promising and cost-efficient approach to deal with these issues, improving system efficiency and scalability. …”
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Unsupervised Hybrid VAE-Based Anomaly Detection for Vehicle Onboard LiDAR Sensors by Nourhen Sboui, Hakim Ghazzai, Mohamed Hadded, Mourad Elhadef, Gianluca Setti

“…These advancements open the path for safer roads and more efficient transportation, with the potential for autonomous driving in the future. …”
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Design and Performance Evaluation of a Sub-6 GHz Multi-Port Coupled Antenna for 5G NR Mobile Applications by Cheol Yoon, Yunsub Lee, Wonmo Seong, Woosu Kim

“…The antenna supports asymmetric per-port efficiency targets ranging from −4.5 to −10 dB. These are the realistic layout constraints of commercial smartphones. …”
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Integrated Rice-Snail-Crayfish Farming System Shapes Soil Microbial Community by Enhancing pH and Microbial Biomass in South Subtropical China by Wenxiang Wu, Xuesong Du, Zhiwei Qin, Qingrong Liu, Fujing Pan

“…Within the framework of sustainable agriculture, the integrated rice-snail-crayfish farming system has been recognized as a highly efficient agroecological approach that enhances crop production while minimizing the application of chemical fertilizers and pesticides. …”
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Developments in solar-driven desalination: Technologies, photovoltaic integration, and processes by Mohamed El-Sayed M. Essa, Hemdan S. El-sayed, Elwy E. El-kholy, Mohammed Amer, Mahmoud Elsisi, Uzair Sajjad, Khalid Hamid, Hilmy El-sayed Awad

“…By synthesizing the latest technological developments, this review provides critical insights into the future of solar desalination, offering a clear path forward for sustainable water production and addressing global water scarcity.…”
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Performance Evaluation of Support Vector Machine and Stacked Autoencoder for Hyperspectral Image Analysis by Brahim Jabir, Bendaoud Nadif, Isabel De la Torre Diez, Helena Garay, Irene Delgado Noya

“…The results achieved provide a practical path for researchers and practitioners navigating the complex landscape of hyperspectral image analysis to help them choose the most suitable approach for their specific constraints and requirements.…”
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Assessing the effectiveness of LiDAR-based apps on Apple devices to survey indoor and outdoor medium sized areas by D. Treccani, A. Adami, L. Fregonese

“…Therefore, Apple devices with a LiDAR sensor have seen increasing applications for efficient, low-cost spatial analysis and 3D modeling of small objects, rooms, and small areas. …”
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MACA-Net: Mamba-Driven Adaptive Cross-Layer Attention Network for Multi-Behavior Recognition in Group-Housed Pigs by Zhixiong Zeng, Zaoming Wu, Runtao Xie, Kai Lin, Shenwen Tan, Xinyuan He, Yizhi Luo

“…Additionally, an Adaptive Multi-Path Attention (AMPA) mechanism integrates spatial-channel attention to enhance feature focus, ensuring robust performance in complex environments and low-light conditions. …”
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Statistics on the Industry Structure of the Russian Economy and its Optimization Model by O. V. Morozov, M. A. Vasiliev

“…Optimization of the scale of industries is the formation of structural conditions for a more efficient functioning of the Russian economy; it can be recognized as a macroeconomic condition and a strategic reserve for the economic growth.…”
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Experimental benchmarking of quantum state overlap estimation strategies with photonic systems by Hao Zhan, Ben Wang, Minghao Mi, Jie Xie, Liang Xu, Aonan Zhang, Lijian Zhang

“…Our results shed new light on extracting the parameter of interest from quantum systems, prompting the design of efficient quantum protocols.…”
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Enhancing Ion Transport in Polymer Electrolytes by Regulating Solvation Structure via Hydrogen Bond Networks by Yuqing Gao, Yankui Mo, Shengguang Qi, Mianrui Li, Tongmei Ma, Li Du

“…This study underscores a potent molecular engineering strategy, leveraging synergistic hydrogen bonding and Lewis acid–base interactions to rationally tailor the Li⁺ solvation structure and unlock efficient ion transport in polymer electrolytes, paving a promising path towards high–performance solid–state lithium metal batteries.…”
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Lightweight deep neural network for contour detection and extraction of wheat spikes in complex field environments by Xin Xu, Haiyang Zhang, Jiangchuan Lu, Ziyi Guo, Juanjuan Zhang, Jibo Yue, Hongbo Qiao, Xinming Ma

“…The algorithm innovatively constructs a lightweight depthwise separable network (LDSNet) as backbone, balancing computational efficiency and accuracy through channel re-parameterization strategy; incorporates an Efficient Local Attention (ELA) module to build feature enhancement networks, and employs dual-path feature fusion mechanisms to strengthen edge texture responses, significantly improving discrimination of overlapping spikes and complex backgrounds. …”
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Subglacial discharge effects on basal melting of a rotating, idealized ice shelf by I. Vaňková, X. Asay-Davis, C. Branecky Begeman, D. Comeau, A. Hager, M. Hoffman, S. F. Price, J. Wolfe

“…This contrasts with previous results from non-rotating, vertical ice-cliff simulations, where distributed discharge was always found to be more efficient than channelized discharge at enhancing the terminus-averaged melt rate. …”
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The dynamic triage interplay of Hsp90 with its chaperone cycle and client binding by Xiaozhan Qu, Simin Wang, Shuo Zhao, Chanjuan Wan, Weiya Xu, Chengdong Huang

“…ATP binding induces slow-exchanging conformations, representing discrete on-path transition states from open to closed forms, while ATP hydrolysis shifts HtpG into a compact conformation. …”
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Innovation and practice of quadrilateral development model for coal resources by Jixiong ZHANG, Qiang ZHANG, Nan ZHOU, Meng LI, Feng JU

“…Technological aspects include critical development technologies such as preparatory excavation, efficient mining-backfilling, high-efficiency separation, and preparation and deployment of backfilling materials. …”
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Advanced Optimization Methods for Nonlinear Backstepping Controllers for Quadrotor-Slung Load Systems by Muhammad Maaruf, Sulaiman S. Ahmad, Waleed M. Hamanah, Abdullah M. Baraean, Md Shafiul Alam, Mohammad A. Abido, Md Shafiullah

“…Developments of computational platforms and metaheuristic algorithms increase the efficiency of various critical devices, including uncrewed aerial vehicles (UAVs), employed for monitoring, delivery, inspection, agriculture, military, and logistics applications. …”
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The clean analysis process of Mn2+ for industries: a comparative study on direct determination of high-concentration Mn2+ in solution using spectrophotometry by Yanli Xu, Fuyuan Xu, Yong Liu, Guangbin Zhu, Ying Chen, Ning Duan

“…By optimizing the optical path and wavelength, concentrations up to 50 g/L were detected, surpassing the PPS upper limit by 5000 times. …”
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