Federated Learning: A Distributed Shared Machine Learning Method by Kai Hu, Yaogen Li, Min Xia, Jiasheng Wu, Meixia Lu, Shuai Zhang, Liguo Weng

“…First of all, this paper introduces the development process, definition, architecture, and classification of FL and explains the concept of FL by comparing it with traditional distributed learning. …”
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Effect of Sound Absorption on Noise Reduction in the Automotive Industry by Cüneyt Kurtay, Muammer Yaman

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High-Bandwidth and Energy-Efficient Memory Interfaces for the Data-Centric Era: Recent Advances, Design Challenges, and Future Prospects by Joo-Hyung Chae

“…In the current computing architecture, the memory input and output (I/O) bandwidth is becoming a bottleneck for improving computing performance; therefore, high-bandwidth memory interfaces are essential. …”
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Unique Aspects of Cryptochrome in Chronobiology and Metabolism, Pancreatic β-Cell Dysfunction, and Regeneration: Research into Cysteine414-Alanine Mutant CRY1 by Satoshi Okano

“…New information is described with emphasis on the aspects of islet architecture, pancreatic β-cell dysfunction, and regeneration.…”
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metaGE: Investigating genotype x environment interactions through GWAS meta-analysis. by Annaïg De Walsche, Alexis Vergne, Renaud Rincent, Fabrice Roux, Stéphane Nicolas, Claude Welcker, Sofiane Mezmouk, Alain Charcosset, Tristan Mary-Huard

“…The procedure identified known and new QTLs, providing valuable insights into the genetic architecture of complex traits and QTL effects dependent on environmental stress conditions. …”
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Optimization Analysis of Settlement Parameters for Postgrouting Piles in Loess Area of Shaanxi, China by Zhijun Zhou, Shanshan Zhu, Xiang Kong, Jiangtao Lei, Tong Liu

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Advances in Neoteric Modular Tissue Engineering Strategies in Regenerative Dentistry by Nathalie Steffy Ponce Reyes, Myrian Margarita Grijalva Palacios, Carlos Mauricio Saeteros Cárdenas, Adriana Katherine Quezada Quiñonez

“…Scaffold-free approaches combine different cells to form the complex architecture of tissues by assembling heterogeneous molecular building blocks. …”
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Vibration Characteristics for Moving Printing Membrane with Variable Density along the Lateral Direction by Mingyue Shao, Jimei Wu, Yan Wang, Qiumin Wu, Yuan Chen

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Exploring the value of digital twins for information management in highway asset maintenance by Mengtian Yin, Varun Kumar Reja, Ran Wei, Ioannis Brilakis, Brian Sheil, Federico Perrotta, Alix Marie d'Avigneau, Linjun Lu

“…A Digital Twin (DT)-based Information Management Framework (IMF) offers a promising solution based on a Foundation Data Model, Reference Data Libraries, and Integration Architecture. However, it is currently unclear how DT models of highway infrastructure systems based on a connected data ecosystem can be used in maintenance and how they benefit stakeholders. …”
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Therapeutic Potential of Ginger against Renal Injury Induced by Carbon Tetrachloride in Rats by Manal A. Hamed, Sanaa A. Ali, Nagy Saba El-Rigal

“…In conclusion, extracts of ginger, particularly the ethanol, resulted in an attractive candidate for the treatment of nephropathy induced by CCl4 through scavenging free radicals, improved kidney functions, inhibition of inflammatory mediators, and normalizing the kidney histopathological architecture. Further studies are required in order to identify the molecules responsible of the pharmacological activity.…”
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Self-rerouting sensor network for electronic skin resilient to severe damage by T. Ozaki, N. Ohta, M. Fujiyoshi

“…Abstract We propose a network architecture for electronic skin with an extensive sensor array—crucial for enabling robots to perceive their environment and interact effectively with humans. …”
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Urban heritage: The Sunca settlement in New Belgrade by Mecanov Dragana

“…Higher-order plans were also studied, as well as the competition for Blocks 45 and 70, on the basis of which the Sunce settlement was designed and implemented. The architecture itself is investigated, alongside the applied design principles of the Belgrade School of Housing. …”
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Downscaling Global Weather Forecast Outputs Using ANN for Flood Prediction by Nam Do Hoai, Keiko Udo, Akira Mano

“…This paper presents an empirical-statistical downscaling method for precipitation prediction which uses a feed-forward multilayer perceptron (MLP) neural network. The MLP architecture was optimized by considering physical bases that determine the circulation of atmospheric variables. …”
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Substantiation of directions for improving the management mechanism of the construction complex in the Donetsk People’s Republic by A. S. Tarasov

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A Simultaneous Control, Localization, and Mapping System for UAVs in GPS-Denied Environments by Rodrigo Munguia, Antoni Grau, Yolanda Bolea, Guillermo Obregón-Pulido

“…This work contributes a flexible architecture capable of addressing the challenges of autonomous UAV navigation and mapping, with potential for further development and real-world application.…”
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Human–robot interactions and experiences of staff and service robots in aged care by Valeria Macalupu, Evonne Miller, Lee Martin, Glenda Caldwell

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Ambiguous Territory by Kathy Velikov, Cathryn Dwyre, Chris Perry, David Salomon

“…The exhibition Ambiguous Territory: Architecture, Landscape and the Postnatural assembles a shifting tide of practices, objects, and images by architects, landscape architects, and artists that points to ways of operating within this new paradigm.…”
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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. The framework introduces two key innovations: the Multi-Path Inverted Residual Unit (MPIRU), which enhances multi-scale feature extraction and fusion, and the Dynamic Focusing Attention Framework (DFAF), which adaptively focuses on disease-relevant regions, substantially improving detection robustness. …”
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A Survey on Energy Harvesting and Integrated Data Sharing in Wireless Body Area Networks by Xiaoling Xu, Lei Shu, Mohsen Guizani, Mei Liu, Junye Lu

“…This paper briefly introduces the architecture and features of WBANs. In this attempt, we focus mostly on energy acquisition, data integration and data sharing, and collaboration of WBANs, from the viewpoint of energy harvesting development, the social network and smartphone application in WBANs, and the integration of WBANs and cloud system networks computing to analyze related issues of WBANs. …”
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Analysis and Design of an Optimal Noise Estimation and Cancellation Filter in Wireline Communication by Mohammad Emami Meybodi, Hossein Shakiba, Ali Sheikholeslami

“…Feedforward and feedback architectures are compared, and it is found that while feedforward architecture can reduce total noise power, it fails to reduce symbol error rate (SER) due to unreliable noise estimation. …”
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