Sleep efficiency and event−related potentials in patients with depression: the mediating role of serum C-reactive protein by Liang Fang, Liang Fang, Liang Fang, Peng Wang, Tianqin Xie, Tianqin Xie, Tianqin Xie, Shuai Ding, Shuai Ding, Shuai Ding, Ting Wang, Ting Wang, Ting Wang, Jiajia Zhang, Jiajia Zhang, Jiajia Zhang, Aiguo Zhang, Aiguo Zhang, Aiguo Zhang, Peng Zhu, Daomin Zhu, Daomin Zhu, Daomin Zhu

“…Limited research exists on the neurophysiological mechanisms that connect sleep efficiency and cognitive function in individuals with MDD. …”
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Breaking Down Linear Low-Density Polyethylene (LLDPE) Using Fungal Mycelium (Part A): A Path Towards Sustainable Waste Management and Its Possible Economic Impacts by Worawoot Aiduang, Kritsana Jatuwong, Kingkarn Ratanapong, Thanaporn Promjaidee, Orlavanh Xayyavong, Sinang Hongsanan, Saisamorn Lumyong

“…Linear low-density polyethylene (LLDPE) waste presents a major environmental concern due to its high and widespread use. …”
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Sustainability of electricity production using a mathematical model for optimal strategic planning: application on Egyptian electricity holding company (case study) by Hamiden Abd El-Wahed Khalifa, A. Akilbasha, Abd Elazeem Mohamed Abd Elazeem, Uma Shankar, K. Meenakshi, S. J. Johnston

“…In this paper, a linear programming model was proposed to support a strategic plan for the electricity production sector. …”
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Spatiotemporal Variation in Carbon and Water Use Efficiency and Their Influencing Variables Based on Remote Sensing Data in the Nanling Mountains Region by Sha Lei, Ping Zhou, Jiaying Lin, Zhaowei Tan, Junxiang Huang, Ping Yan, Hui Chen

“…This study evaluates the spatiotemporal rates of dynamics in CUE, WUE, gross primary productivity (GPP), net primary productivity (NPP), and evapotranspiration (ET) over the period from 2001 to 2023, using remote sensing data and linear regression analysis. Trend analysis, Hurst exponent analysis, and stability analysis were applied to examine the long-term patterns of CUE and WUE, while partial correlation analysis was employed to explore the spatial relationships between these efficiencies and climatic factors. …”
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Evaluation of Dosimetric Efficacy of RapidArc and Intensity-modulated Radiation Therapy Techniques in Head-and-Neck Cancers by Pratibha Singh, Manoj Kumar Singh, Atul Mishra

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OiSAM-FGO: an efficient factor graph optimization algorithm for GNSS/INS integrated navigation system by Zhichao Yang, Xiangjie Ding, Ying Yang, Qi Wang

“…For the re-linearization problem, we propose a novel Adaptive Joint Sliding Window Re-linearization (A-JSWR) algorithm combining periodic and on-demand re-linearization to further improve the efficiency of OiSAM. …”
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Hardware-Efficient Neural Network Digital Predistortion for Terahertz Power Amplifiers Using DeepShift and Pruning by Taishi Watanabe, Takeo Ohseki, Issei Kanno

“…The proposed technique is particularly effective for PAs with complex nonlinearity in the terahertz band, providing an efficient DPD solution for high-performance linearization in resource-constrained environments.…”
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Efficient Unmanned Aerial Vehicle Design: Automated Computational Fluid Dynamics Preprocessing from Geometry to Simulation by Chris Pliakos, Giorgos Efrem, Thomas Dimopoulos, Pericles Panagiotou

“…AI technologies necessitate extensive data to capture the non-linearities in fluid phenomena. To address these needs, this work focuses on automating the data aggregation process for fixed-wing platforms, ranging from Micro–Mini to HALE-Strike UAVs, as classified by NATO. …”
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Multimodal hand/finger movement sensing and fuzzy encoding for data‐efficient universal sign language recognition by Caise Wei, Shiqiang Liu, Jinfeng Yuan, Rong Zhu

“…Here, A continuous sign language recognition system is proposed with multimodal hand/finger movement sensing and fuzzy encoding, trained with small word‐level samples from one user, but applicable to sentence‐level language recognition for new untrained users, achieving data‐efficient universal recognition. A stretchable fabric strain sensor is developed by printing conductive poly(3,4‐ethylenedioxythiophene):poly(styrenesulfonate) (PEDOT:PSS) ink on a pre‐stretched fabric wrapping rubber band, allowing the strain sensor with superior performances of wide sensing range, high sensitivity, good linearity, fast dynamic response, low hysteresis, and good long‐term reliability. …”
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Analysis of Aerosol Type and Fine- and Coarse-mode Aerosol Direct Radiative Forcing over Regions in East and Southeast Asia Based on AERONET Version 3 Data by Jianyu Lin, Xinyong Shen, Lizhu Xing, Huizheng Che, B. N. Holben

“…Also, the lowest values for both the radiative forcing and the radiative forcing efficiency in southern China occurred during summer. …”
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Application of Leap-forward LFSR Based on FPGA in Pseudo Random Sequence Algorithm by HAO Hongwei

“…There is a contradiction between computation speed and sequence length in traditional linear feedback register as its output sequence is periodic and only one bit of random sequence can be output in each clock cycle. …”
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GraphFlood 1.0: an efficient algorithm to approximate 2D hydrodynamics for landscape evolution models by B. Gailleton, P. Steer, P. Davy, W. Schwanghart, T. Bernard

“…In this contribution, we introduce GraphFlood, a novel and efficient iterative method for computing river depth and water discharge in 2D with a digital elevation model (DEM). …”
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A New Method for Solving Quadratic Fractional Programing Problems by Mediya B. Mrakhan, Basiya K.Abdulrahim, Rzgar F. Mahmood, Aram Bajalan, Shwan Adnan Ali

“…Finally, the nonlinear problem was transformed to a linear programming problem with two constraints. No more conversion was made to the initial problem. …”
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Three-Dimensional Nonlinear Integral Operator with the Modelling of Majorant Function by Hameed Husam Hameed, Hayder M Al-Saedi

“…The method of trapezoidal rule (TR) and collocation points are utilized to determine the approximate solution of L3D-VIOE by dealing with the linear form of the algebraic system. The existence of the approximate solution and its uniqueness are proved, and illustrative examples are provided to show the accuracy and efficiency of the model. …”
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Investigating wave solutions in coupled nonlinear Schrödinger equation: insights into bifurcation, chaos, and sensitivity by Adil Jhangeer, Abdallah M. Talafha, Ariana Abdul Rahimzai, Lubomír Říha

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Response of lightning NOx emissions and ozone production to climate change: Insights from the Atmospheric Chemistry and Climate Model Intercomparison Project by D. L. Finney, R. M. Doherty, O. Wild, P. J. Young, A. Butler

“…With this approach and a present‐day global emission of 5 TgN, we estimate a linear response with respect to changes in global surface temperature of +0.44 ± 0.05 TgN K−1. …”
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GAINS IN PERFORMANCE OF DIFFERENT METHODS OF COLLECTING ENTOMOLOGICAL MATERIALS IN ENVIRONMENTAL AND FAUNAL STUDIES ON COLEOPTERA by B. N. Saypulaeva

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Comparison of Optimisation Techniques for the Electric Vehicle Scheduling Problem by Jacques Wüst, Marthinus Johannes Booysen, James Bekker

“…The Electric Vehicle Scheduling Problem (E-VSP) addresses the challenge of efficiently assigning predetermined trips to an electric vehicle fleet while accounting for charging infrastructure and battery range constraints. …”
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Optimization of the structure of the learning process under the given constraints by A. A. Lobaty, D. A. Konopacki

“…The example given in the article, implemented in the Mathcad computer environment, clearly showed the efficiency of the developed methodology.…”
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Investigating different methods of estimating annual flood discharge in basins and presenting a new regression model based on physiographic features by Yaser Hoseini

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