Maximum power point tracking control for mechanical rectification wave energy converter by Jianan Xu, Yanpeng Zhao, Yong Zhan, Yansong Yang

“…This paper proposes a mechanical rectification wave energy converter. The reciprocating linear motion of the buoy is directly converted into the rotary motion through the ball screw. …”
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Solving and Optimization of Cobb–Douglas Function by Genetic Algorithm: A Step-by-Step Implementation by Ali Dinc, Faruk Yildiz, Kaushik Nag, Murat Otkur, Ali Mamedov

“…The methodology demonstrates how GAs outperform classical techniques in solving constrained optimization problems, offering superior robustness, adaptability, and efficiency. Key results highlight the alignment between GA solutions and traditional Lagrangian methods while underscoring the computational advantages of GAs in navigating non-linear and multi-modal landscapes. …”
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Rapid and simple on-site salmonella detection in food via direct sample loading using a lipopolysaccharide-imprinted polymer by Solpa Lee, Hyunsoo Kim, Minwoo Kim, Ryun Kang, Inje Lim, Yongwoo Jang

“…Polydopamine (PDA) was used as the polymer matrix because of its cost-efficiency and functional versatility. The sensor demonstrated high sensitivity and selectivity, with a detection limit of 10 CFU/mL and a linear response over the 10²–10⁸ CFU/mL range. …”
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Cross-social-network user alignment research based on multi-dimensional user features by Tao Zhao, Heng Gao, Zecheng Wang, Dianjie Bi, Xuemin Chen

“…Second, we proposed a new inertia weight calculation method to improve the convergence speed from linear to nonlinear transformations. This method improves the performance of traditional particle swarm optimization algorithms. …”
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Machine Learning Ship Classifiers for Signals from Passive Sonars by Allyson A. da Silva, Lisandro Lovisolo, Tadeu N. Ferreira

“…The dataset encompassed 12 distinct ship classes and was processed in two ways—full-resolution and downsampled inputs—to assess the impacts of preprocessing on the model accuracy and computational efficiency. The classifiers included standard Support Vector Machines, K-Nearest Neighbors, Random Forests, Neural Networks and two less conventional approaches in this context: Linear Discriminant Analysis (LDA) and the XGBoost ensemble method. …”
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A dual-core model for ENSO diversity: unifying model hierarchies for realistic simulations by Jinyu Wang, Xianghui Fang, Nan Chen, Bo Qin, Mu Mu, Chaopeng Ji

“…Within this framework, we introduce a dual-core ENSO model (DCM) that integrates two widely used ENSO modeling approaches: a linear stochastic model confined to the equator and a nonlinear intermediate model extending off-equator. …”
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Third-Phase Formation in Rare Earth Element Extraction with D2EHPA: Key Factors and Impact on Liquid Membrane Extraction Performance by Raquel Rodríguez Varela, Alexandre Chagnes, Kerstin Forsberg

“…Conditions favouring the use of linear aliphatic diluents, low extractant concentrations (5–10 <i>v</i>/<i>v</i>% D2EHPA) and the absence of modifiers also contributed to third-phase formation. …”
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Cloud-Based Internet-of-Things System for Long-Term Bridge Bearing Monitoring Using Computer Vision by Gunhee Kim, Junsik Shin, Jongbin Won, Jongwoong Park

“…To address this, researchers have proposed systems such as Linear Variable Differential Transformers (LVDTs) and computer vision-based monitoring methods to track bearing displacement over time. …”
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1,2,4-Triazole and Its Derivatives as Corrosion Inhibitors for Aluminum Brass (HAl77-2) in 3.5 wt.% NaCl Solution by Di ZHU, Hong JU, Hanzhi LI, Xupeng JIA

“…The maximum inhibition efficiencies of the three corrosion inhibitors were 84.4 %, 86.4 %, and 87.1 %, respectively. …”
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Enhanced hydrogen peroxide photosynthesis via charge-complementary π-electron sites by Yan Guo, Qixin Zhou, Li Wang, Ziqi Deng, David Lee Phillips, Chuyang Y. Tang, Yongfa Zhu

“…In situ spectroscopy and theory reveal that the ~2 Å linear δ+-δ−-δ+ domain of the imidazole substituent exhibits 2.8-folds stronger O2 adsorption than neutral π-electron substituents, accompanied by the generation of energetically peroxide intermediates. …”
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Transmit Power Optimization for Simultaneous Wireless Information and Power Transfer-Assisted IoT Networks with Integrated Sensing and Communication and Nonlinear Energy Harvesting... by Chengrui Zhou, Xinru Wang, Yanfei Dou, Xiaomin Chen

“…Integrated sensing and communication (ISAC) can improve the energy harvesting (EH) efficiency of simultaneous wireless information and power transfer (SWIPT)-assisted IoT networks by enabling precise energy harvest. …”
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A New Method for Extracting and Measuring Methoxyfenozide Using ND/PAN-K10 SPE Using High Performance Liquid Chromatography by Marzieh Piryaei, Mir Mahdi Abolghasemi, Monireh Sobhi

“…Good linearity for methoxyfenozide was obtained in a range of 0/01–100 µg mL−1 with the correlation coefficient of (R2) = 0.999. …”
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Estimation of External Force-Torque Vector Based on Double Encoders of Industrial Robots Using a Hybrid Gaussian Process Regression and Joint Stiffness Model by Eckart Uhlmann, Mitchel Polte, Julian Blumberg

“…Therefore, the joint elasticities of a six revolute joint industrial robot are identified in terms of piecewise linear functions based on the angular deviations at the double encoders when an external force-torque vector is applied. …”
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The Influence of Mental Workload and Job Stress on Employee Performance (Study Case: PT. Sumber Alfaria Trijaya, Tbk) by Topik Nurfazar, Muhamad Sayuti, Hilda Tri Yulianti, Afif Hakim

“…To optimize workforce efficiency, organizations should implement strategies for workload distribution and structured stress management programs. …”
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Asymptotic Approximation of the Stationary Solution with Internal Layer for FitzHugh–Nagumo System by A. A. Melnikova, R. L. Argun

“…The method allows to reduce the non-linear system of equations to a number of problems that can be solved analytically or with a stable numerical algorithm. …”
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Seismic Waveform Feature Extraction and Reservoir Prediction Based on CNN and UMAP: A Case Study of the Ordos Basin by Lifu Zheng, Hao Yang, Guichun Luo

“…Furthermore, our framework exhibited superior computational efficiency and robustness in handling large-scale datasets.…”
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Dynamics Analysis on Piezoelectric Laminated Vibrator and Optimization of PZT Position by Caiqi Hu, Xiaoqi Hu, Jing Ji, Jude Liu, Shengduo Li

“…The vibration mode function was expressed as a linear superposition of the admissible function according to Rayleigh Ritz method. …”
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IMix: a user-friendly application for source partitioning using stable isotopes by Wenchen Song, Fei Li, Chuyang Luo

“…The use of IMix for the calculation of isotope mixing models can significantly enhance research efficiency.…”
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Recent Advances and Perspectives on the Sources and Detection of Antibiotics in Aquatic Environments by Yanbo Zeng, Fengqin Chang, Qi Liu, Lizeng Duan, Donglin Li, Hucai Zhang

“…Additionally, the comprehensive quality evaluation of various detection methods, including the linear detection range, detection limit (LOD), and recovery rate, is discussed, and the future of this research field is also prospected.…”
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First-principle event reconstruction by time-charge readouts for TAO by Xuewei Liu, Wei Dou, Benda Xu, Hanwen Wang, Guofu Cao

“…We use inhomogeneous Poisson process and Tweedie generalized linear model (GLM) to characterize the detector response and the charge distribution of a SiPM. …”
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