Preparation and Performance Study of MXene-Regulated Ethylene Glycol-Induced WO₃ Film by Yuqi Wang, Yong Liu, Minmin Wang, Wenjun Wu, Maofei Tian, Tao Zhu

“…The film showcases exceptional electrochromic performance, with a coloring response time of 2.8 s, a bleaching response time of 4.6 s, and a high coloring efficiency of 137.02 cm²C⁻¹. It also demonstrates a superior light modulation ability of 73.83% at 1033 nm. …”
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Laboratory biomarkers for multiple sclerosis and their role in clinical practice by I. Navickaitë, G. Žemgulytė, R. Balnytė

“…Some biomarkers have also shown the ability to differentiate a clinically isolated syndrome from MS and to identify the clinical course of MS. …”
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Multi-Channel Fusion Decision-Making Online Detection Network for Surface Defects in Automotive Pipelines Based on Transfer Learning VGG16 Network by Jian Song, Yingzhong Tian, Xiang Wan

“…Dynamic weights are assigned to achieve decision-level fusion through the use of a matrix of indicators to evaluate the performance of each channel’s recognition ability. In order to improve the detection efficiency and reduce the amount of data transmission and processing, an improved ROI detection algorithm for surface defects is proposed. …”
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Node Classification Method Based on Hierarchical Hypergraph Neural Network by Feng Xu, Wanyue Xiong, Zizhu Fan, Licheng Sun

“…However, existing hypergraph neural network models mainly rely on planar message-passing mechanisms, which have limitations: (i) low efficiency in encoding long-distance information; (ii) underutilization of high-order neighborhood features, aggregating information only on the edges of the original graph. …”
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Control of DC Bus Voltage in a 10 kV Off-Grid Wind–Solar–Hydrogen Energy Storage System by Jiangzhou Cheng, Jialin Meng, Gang Bao, Xinyu Hu

“…It aims to reduce the fluctuation amplitude of the DC bus voltage and enhance the system’s ability to withstand transient impact events.…”
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Proposal of a Novel Online-Coupling Modular-Structure Maglev Carrier by Ahmet Fevzi Bozkurt, Kadir Erkan

“…The advantages of modularity include the ability to design more compact agents, leading to reduced manufacturing costs and energy consumption per unit, while simultaneously enhancing operational efficiency. …”
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Understanding what really helps to ensure access to diagnostic services in the Indian Public Health System: a realist synthesis of the Common Review Mission reports (2007-2021) by Erin Hannah, Nisha Basheer, Neha Dumka, Atul Kotwal

“…To continually enhance citizens' ability to seek and avail quality and affordable services, it is imperative to take stock of various components of the diagnostic ecosystem that may be common or unique to states and understand their influence on equipping the health system. …”
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Sustainable mobility with renewable hydrogen: a framework for refueling station design and optimisation using liquid organic hydrogen carriers (LOHCs) by Mradul Dhakar, Mengyu Wang, Ahmad Rafiee, Yun Liu, Igor Skryabin, Kaveh Khalilpour

“…However, their widespread adoption hinges on the availability of hydrogen refuelling stations and the ability to lower the at-the-pump price of hydrogen. …”
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Predicting Electromagnetic Performance Under Wrinkling in Thin-Film Phased Arrays by Xiaotao Zhou, Jianfei Yang, Lei Zhang, Huanxiao Li, Xin Jin, Yesen Fan, Yan Xu, Xiaofei Ma

“…Deployable thin-film antennas deliver large aperture gains and high stowage efficiency for spaceborne phased arrays but suffer wrinkling-induced planarity loss and radiation distortion. …”
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Using the Technology of Blended Learning “Flipped Classroom” in the Formation of Leadership Qualities in Future IT Specialists by Io. L. Zagoumennov

“…The proposed information and pedagogical technology makes it possible to develop a corporate team culture in student groups and forms their ability to lead their teams to success in educational, research and innovation activities.…”
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Spatiotemporal Multivariate Weather Prediction Network Based on CNN-Transformer by Ruowu Wu, Yandan Liang, Lianlei Lin, Zongwei Zhang

“…After that, in order to ensure that the model has better prediction ability for global and local hotspot areas, we designed a composite loss function based on MSE and SSIM to focus on the global and structural distribution of weather to achieve more accurate multivariate weather prediction. …”
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Interior Visual Intruders Detection Module Based on Multi-Connect Architecture MCA Associative Memory by Emad I Abdul Kareem

“…Thus, they should have had the ability to learn and recognize what they had learned. …”
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Contemporary approaches to orthodontic treatment in complex mixed dentition cases: A comparison of clear aligners and traditional fixed appliances by Daniel De-Shing Chen, Johnson Hsin-Chung Cheng, Pyi Phyo Win

“…The findings underscore the ability of clear aligners to enhance oral hygiene and enable precise tooth movement through software simulations. …”
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Design Methodology of Power-Level Modulation for PV Power Loss Minimization and DC Series Arc Fault Detection and Extinguishing by Wan Kim, Hwa-Pyeong Park

“…The algorithm was validated through simulation models and experiments, and it achieved a power generation efficiency of 75.84% under irradiance variation, demonstrating effective operation without unnecessary energy loss and confirming its ability to enhance the stability and reliability of PV systems. …”
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Research on ECG Signal Classification Based on Hybrid Residual Network by Tianyu Qi, He Zhang, Huijun Zhao, Chong Shen, Xiaochen Liu

“…Additionally, we rectify the class imbalance in the MIT-BIH Arrhythmia Database by applying the Synthetic Minority Oversampling Technique (SMOTE), therefore enhancing the model’s ability to detect infrequent arrhythmia types. The suggested system achieves a classification accuracy of 99.09% on the MIT-BIH dataset, surpassing conventional convolutional neural networks and other state-of-the-art methodologies. …”
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InAs Terahertz Metalens Emitter for Focused Terahertz Beam Generation by Hyunseung Jung, Igal Brener, Sadhvikas J. Addamane, Ting Shan Luk, C. Thomas Harris, Ganapathi Subramania, Oleg Mitrofanov

“…Metasurfaces have opened doors to combining multiple photonic functionalities in a single compact device. In particular, the ability to generate short terahertz (THz) pulses with precise wavefront engineering in a single THz metasurface redefined the role metasurfaces can play in THz systems. …”
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Cost Index Predictions for Construction Engineering Based on LSTM Neural Networks by Jiacheng Dong, Yuan Chen, Gang Guan

“…The testing results showed that the proposed LSTM framework had obvious advantages in prediction because of the ability of processing high-dimensional feature vectors and the capability of selectively recording historical information. …”
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Martian Skylight Identification Based on the Deep Learning Model by Lihong Li, Lingli Mu, Wei Zhang, Weihua Dong, Yuqing He

“…Most skylights are manually identified, which has low efficiency and is highly subjective. Although deep learning methods have recently been used to identify skylights, they face challenges of few effective samples and low identification accuracy. …”
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Adaptability to Teleworking in European Countries by Aniela Bălăcescu, Aurelia Pătrașcu, Loredana Maria Păunescu

“…The process of digital transformation and teleworking are some of the most debated topics in the specialized literature of the last decade due to the major impact they have on the stability, the evolution and the efficiency of the economy. The COVID-19 pandemic highlighted the competitive advantage offered to the national economies by the implementation of policies dedicated to the digitalization of the society and the economy. …”
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BER and PSD Improvement of FBMC with Higher Order QAM Using Hermite Filter for 5G Wireless Communication and beyond by Hise Teferi Dumari, Demissie Jobir Gelmecha, Rajeev K. Shakya, Ram Sewak Singh

“…Single-carrier modulation schemes are less capable of dealing with multipath fading channels than multicarrier modulation schemes, which results in lower spectral efficiency. Multicarrier modulation schemes have the ability to overcome multipath fading channels. …”
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