TSDCA-BA: An Ultra-Lightweight Speech Enhancement Model for Real-Time Hearing Aids with Multi-Scale STFT Fusion by Zujie Fan, Zikun Guo, Yanxing Lai, Jaesoo Kim

“…The TSE module enhances single-frame spectral features by concatenating statistical descriptors—mean, standard deviation, maximum, and minimum—thereby capturing richer local information without relying on temporal context. …”
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Enhancing Performance and Stability of Wing-Alone UAV: A Comprehensive Mathematical Model and Simulation Approach Using MATLAB and Simulink by G. Ramanan, N. Rahul, V. E. Sathishkumar, Indraraj Upadhyaya

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Social Responsibility of Firms and the Impact of Bio-Economy in Intelligent Use of Renewable Energy Source by Mihai Andronie, Violeta-Elena Simion, Elena Gurgu, Adrian Dijmărescu, Irina Dijmărescu

“…In this study, by creating an overview of the efficiency of renewable energy sources, in the context of sustainable resource management for preserving a healthy, diverse and resilient ecosystem, the research aimed to show the unused renewable energy sources at maximum potential in Romania, what are the reasons for their non-use, what are the opportunities and what are the solutions that can be adopted for the exploitation of these types of renewable energy sources in Romania. …”
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Optimizing Rice Yield and Nutrient Uptake: Investigating the Interaction Between Nitrogen and Potassium in Wet Season Rice Cultivation by Mahmuda Akter, S. M. Mofijul Islam, Mohammad Nazrul Islam, Muhammad Sajidur Rahman, Aminul Islam, Mariam Khanam, Mosud Iqbal, Md. Rafiqul Islam

“…Field experiments with the combined application of five K rates (0, 50, 100, 150, and 200 kg ha‒1) and four N rates (0, 50, 75, and 100 kg ha‒1) were conducted to investigate their interaction effect on rice yield, nutrient uptake, and nitrogen use efficiency (NUE). The biomass yield of rice in maximum tillering (MT) and heading stages was significantly (p <0.05) higher in the combination of 75 kg N and 100 kg K ha‒1. …”
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Local pattern aware 3D video swin transformer with masked autoencoding for realtime augmented reality gesture interaction by Suli Wang

“…During data preprocessing, the study uses a synthetic data annotation method to automatically generate 3D gesture images and annotate joint information, significantly improving data annotation efficiency. …”
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TRANSBOUNDARY IRTYSH RIVER AS A SOURCE OF ECOSYSTEM SERVICES by Olga P. Bazhenova, Valentina V. Kosterova, Alexander M. Adam

“…The results can be applied to realize the potential of ecosystem services of the Irtysh River and improve the efficiency of its management. EDN: FGXUYZ…”
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A novel MAC protocol for power line communication with integrated NFC for smart home applications by G. Haridoss, J. Arun Pandian, K. Sivaranjani, L. Thanga Mariappan

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Joint modelling of longitudinal data: a scoping review of methodology and applications for non-time to event data by Rehema K. Ouko, Mavuto Mukaka, Eric O. Ohuma

“…Joint modelling has been shown to reduce bias in parameter estimates, increase the efficiency of statistical inference by incorporating the correlation between measurements, and allow borrowing of information in cases where data is missing for variables of interest. …”
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THE ROLE OF ENHANCING THE EFFECTIVENESS OF GREEN FINANCIAL RELATIONS IN THE SUSTAINABLE DEVELOPMENT OF THE COUNTRY by Nana Shonia, Kakha Kupatadze

“…It helps to finance sustainable projects and its main types are: Energy efficiency insurance: covering risks of energy efficiency projects such as the implementation of energy-saving technologies and the construction of energy-efficient buildings. …”
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Deep Learning-Based Seedling Row Detection and Localization Using High-Resolution UAV Imagery for Rice Transplanter Operation Quality Evaluation by Yangfan Luo, Jiuxiang Dai, Shenye Shi, Yuanjun Xu, Wenqi Zou, Haojia Zhang, Xiaonan Yang, Zuoxi Zhao, Yuanhong Li

“…Accurately and precisely obtaining field crop information is crucial for evaluating the effectiveness of rice transplanter operations. …”
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Experimental and CFD study of a new design of a direct-flow cyclone by E. V. Flisyuk, V. S. Toptalov, O. M. Flisyuk, I. G. Likhachev, Yu. M. Kotsur

“…Rosin-Rummler distribution with a minimum diameter of 15 microns, a median of 40 microns, and a maximum of 120 microns was used to distribute the particles by size. …”
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Robust Optimization Research of Cyber–Physical Power System Considering Wind Power Uncertainty and Coupled Relationship by Jiuling Dong, Zilong Song, Yuanshuo Zheng, Jingtang Luo, Min Zhang, Xiaolong Yang, Hongbing Ma

“…The lower-level model focuses on minimizing traffic load shedding by establishing a topology–function-constrained information network traffic model based on the maximum flow principle in graph theory, thereby improving the efficiency of network flow transmission. …”
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High sensitivity acoustic flow sensing based on bio-inspired web-like structure for panoramic acoustic perception by Jianyang Hu, Bin Liu, Jianan Feng, Chen Chen, Lei Wang, Yiqun Wang, Jie Lin, Peng Jin

“…The unique acoustic response mechanism approaches maximum physical efficiency, which is much better than all previously known acoustic responsiveness of tympanic membranes. …”
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Study of flow and heat transfer characteristics of tandem cold plates for data center cooling by Jinbo Li, Xue Luo, Man Wang, Chaowei Chen, Chen Yang, Zheng Zhang, Gongming Xin

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Analysis of the potential of building ramps in hydrotechnical structures as a means of facilitating fish migration by Tomasz Tymiński, Justyna Mumot, Radosław Strojny, Dorota Karpowicz

“…The design of hydraulic fishways is based only on the criterion of maximum speed (vmax) and the parameter of unitary energy of water E; it does not provide complete information about these devices’ efficiency. …”
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Video swin-CLSTM transformer: Enhancing human action recognition with optical flow and long-term dependencies. by Jun Qin, Shenwei Chen, Zheng Ye, Jing Liu, Zhou Liu

“…Notably, employing our custom ImageNet-1K-LSTM pre-training model results in a maximum increase of 2.7% in mean Top-1 accuracy compared to traditional ImageNet-1K pre-training model. …”
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The method of calculating the lobe wall thickness of cuff cylinder piston seal by S. S. Busarov, R. E. Kobylsky, A. Yu. Gromov

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Performance Optimization of a High-Speed Permanent Magnet Synchronous Motor Drive System for Formula Electric Vehicle Application by Mahmoud Ibrahim, Oskar Järg, Raigo Seppago, Anton Rassõlkin

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Research on Chinese Stock Market during COVID-19—Based on Random Matrix Theory by Wu Yaojie, Fang Tianhui

“…This situation has consequences for individual investors and institutional investors, since some stock returns can be expected, creating opportunities for arbitrage and for abnormal returns, contrary to the assumptions of random walk and information efficiency. The research on the correlation between asset returns will help to accurately price assets and avoid losses caused by price fluctuations during the epidemic.…”
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A Hybrid Strategy for Forward Kinematics of the Stewart Platform Based on Dual Quaternion Neural Network and ARMA Time Series Prediction by Jie Tao, Huicheng Zhou, Wei Fan

“…Finally, a traversal method is adopted to determine the order of the autoregressive moving average (ARMA) model according to the Bayesian information criterion (BIC). This approach efficiently balances computational efficiency and fitting accuracy during real-time motion. …”
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