AVIONICS TECHNICAL OPERATION SYSTEM AND SCIENTIFIC BASIS FOR ITS FORMATION by S. V. Kuznetsov

“…The quality of ATOS is characterized by a set of properties that determine its ability to meet the maximum economic efficiency of the needs of A/C TOS, while ensuring the required levels of avionics reliability and availability. …”
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Landslide Segmentation in High-Resolution Remote Sensing Images: The Van–UPerAttnSeg Framework with Multi-Scale Feature Enhancement by Chang Li, Quan Zou, Guoqing Li, Wenyang Yu

“…In addition, this study introduces a sliding window algorithm based on Gaussian fusion as a post-processing method, which optimizes the prediction of landslide edge in high-resolution remote sensing images and ensures the context reasoning ability of the model. In the validation set, this method achieved a significant landslide recognition effect with a Dice score of 84.75%, demonstrating high accuracy and efficiency. …”
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Research on the Spiral Rolling Gait of High-Voltage Power Line Serpentine Robots Based on Improved Hopf-CPGs Model by Zhiyong Yang, Zhen Fang, Shengze Yang, Yuhong Xiong, Daode Zhang

“…The efficiency of helical locomotion in snake-like robots along high-voltage transmission lines is often hindered by low motion efficiency, high joint signal noise, and challenges in traversing obstacles. …”
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EER-DETR: An Improved Method for Detecting Defects on the Surface of Solar Panels Based on RT-DETR by Jiajun Dun, Hai Yang, Shixin Yuan, Ying Tang

“…In the context of the rapid popularization of clean energy, the precise identification of surface defects on photovoltaic modules has become a core technical bottleneck limiting the operational efficiency of power stations. In response to the shortcomings of existing detection methods in identifying tiny defects and model efficiency, this study innovatively constructed the EER-DETR detection framework: firstly, a feature reconstruction module WDBB with a differentiable branch structure was introduced to significantly enhance the feature retention ability for fine cracks and other small targets; secondly, an adaptive feature pyramid network EHFPN was innovatively designed, which achieved efficient integration of multi-level features through a dynamic weight allocation mechanism, reducing the model complexity by 9.7% while maintaining detection accuracy, solving the industry problem of “precision—efficiency imbalance” in traditional feature pyramid networks; finally, an enhanced upsampling component was introduced to effectively address the problem of detail loss that occurs in traditional methods during image resolution enhancement. …”
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Enhancing Landmark Point Detection in <i>Eriocheir Sinensis</i> Carapace with Differentiable End-to-End Networks by Chong Wu, Shuxian Wang, Shengmao Zhang, Hanfeng Zheng, Wei Wang, Shenglong Yang

“…The DSNT-based CNN model exhibited optimal computational efficiency, particularly in power consumption metrics. …”
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Analysis of ChatGPT-Generated Codes Across Multiple Programming Languages by Sally Almanasra, Khaled Suwais

“…However, as these models are increasingly adopted in real-world applications, questions surrounding their efficiency and code quality become critical. This research investigates ChatGPT-4o, a state-of-the-art language model, and its ability to generate functional, high-quality code in different programming languages. …”
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Preparation of Manganese Dioxide Nanoparticles on Laterite for Methylene Blue Degradation by Thu-Huong Le, Thu Hong Anh Ngo, Van Thuan Doan, Le Minh Tri Nguyen, Manh Cuong Le

“…Hence, our groups have investigated the ability of the catalytic column treatment with high efficiency of 98–100% and the degradation efficiency after the sample running through the column almost does not change much. …”
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Integrating BIM with Lean Principles for Enhanced Decision-making: Optimizing Insulation Material Selection in Sustainable Construction Project by Karim El Mounla, Djaoued Beladjine, Karim Beddiar

“…A decision-support tool was developed using Python and RStudio to enhance stakeholder efficiency, reduce errors, and streamline communication. …”
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A Review on Design Considerations and Connection Techniques in Modular Composite Construction by Manivannan Thulasirangan Lakshmidevi, K. S. K. Karthik Reddy, Riyadh Al-Ameri, Bidur Kafle

“…Precast concrete structures have become increasingly popular in the construction industry due to their ability to enhance efficiency, structural soundness, quality, and sustainability. …”
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Enhancing Supply Chain Resilience Through Artificial Intelligence: Developing a Comprehensive Conceptual Framework for AI Implementation and Supply Chain Optimization by Meriem Riad, Mohamed Naimi, Chafik Okar

“…<i>Background</i>: Amid growing global uncertainty and increasingly complex disruptions, the ability of supply chains to rapidly adapt and recover is critical. …”
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A Novel Multi-Objective Fuzzy Deep Learning Framework for Predictive Maintenance in Industrial Internet of Things by Jiangang Feng, Jicheng Kan

“…The findings underscore the ability of this model to serve as a reliable tool for advanced asset management, offering significant improvements in predictive accuracy, computational efficiency, and adaptability to various IIoT conditions.…”
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Monomer Trapping Synthesis Toward Dynamic Nanoconfinement Self‐healing Eutectogels for Strain Sensing by Yuesong Lv, Changchun Li, Zhangqin Yang, Mingxi Gan, Yuyan Wang, Minxun Lu, Xinxing Zhang, Li Min

“…The resulting eutectogels demonstrate superior mechanical properties (1799% and 2753% higher tensile strength and toughness than pure polymerized deep eutectic solvent), excellent self‐healing efficiency (>90%), low tangential modulus (0.367 MPa during the working stage), and the ability to sensitively monitor human activities. …”
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A novel, microfluidic high-throughput single-cell encapsulation of human bone marrow mesenchymal stromal cells by Narjes Rashidi, Alex Slater, Giordana Peregrino, Matteo Santin

“…Abstract The efficacy of stem-cell therapy depends on the ability of the transplanted cells to escape early immunological reactions and to be retained at the site of transplantation. …”
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The effects of physical exercise on the time management of college students: a chain mediation effect test by Yue Cao, Yong Jiang

“…In addition, it was found that the degree of exercise structuring (e.g., a team training program) significantly enhanced the cascade effect (β = 0.15, p &lt; 0.05), whereas high-intensity interval training (HIIT) may weaken the transfer efficiency due to short-term cognitive load. The findings contribute to the construction of an integrated “behavioral-psychological-behavioral” model that reveals the complex mechanisms by which physical activity affects time management, and practically suggests that colleges and universities should design a collaborative program of “structured physical education curriculum + cognitive training” to systematically improve students’ time management ability and academic efficacy.…”
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Traffic flow prediction based on spatiotemporal encoder-decoder model. by Yuanming Ding, Wei Zhao, Lin Song, Chen Jiang, Yunrui Tao

“…This allows for simultaneous feature extraction and temporal modeling, thereby enhancing the model's efficiency and performance, and strengthening its ability to model time series. …”
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Characterizing Wake Behavior of Adaptive Aerodynamic Structures Using Reduced-Order Models by Kyan Sadeghilari, Aditya Atre, John Hall

“…In recent times, blades that have the ability to change shape passively or actively have garnered interest due to their ability to optimize blade performance for varying flow conditions. …”
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Development of Emotion Comprehension in Russian Children by Ulyana D. Guseva

“…Methods. To diagnose the ability to understand emotions in preschoolers, the F. …”
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New Possibilities for Evaluating Markers of Alzheimer's Disease in Blood Serum by S. V. Vorobev, A. Yu. Plekhanov, I. K. Ternovykh, A. S. Usikov, A. А. Lebedev, A. N. Smirnov, N. M. Shmidt, M. S. Dunaevskiy, S. P. Lebedev

“…The fundamental technical efficiency of this technique has been demonstrated.…”
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Advanced Nanopharmaceutical Intervention for the Reduction of Inflammatory Responses and the Enhancement of Behavioral Outcomes in APP/PS1 Transgenic Mouse Models by Jun Li, Dongqing Huang, Wanchen Liao, Yulin Wang, Yibiao Liu, Ping Luan

“…Water maze behavioral experiments revealed that BP-PEG-Tar@Cur enhanced spatial memory, learning ability, and alleviated behavioral disorders in AD mice. …”
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Translesion synthesis of apurinic/apyrimidic site<?A3B2 ACK?>analogues by Y-family DNA polymerase Dbh from<?A3B2 ACK?>Sulfolobus acidocaldarius by Wang Weiwei, Zhou Huan, Peng Li, Yu Feng, Xu Qin, Wang Qisheng, He Jianhua, Liu Xipeng

“…To investigate the effect of the molecular structure of the AP site on the TLS efficiency of Dbh, a Y-family DNA polymerase from Sulfolobus acidocaldarius, a series of different AP site analogues (various spacers) are used to characterize the bypass efficiency. …”
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