A novel analysis of random forest regression model for wind speed forecasting by Sathyaraj J, Sankardoss V

“…Accurate and stable wind forecasting is essential to improving the efficiency of wind turbines, guaranteeing the power balance, economic dispatch of power systems and ensuring equipment safety. …”
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A Dense Pyramidal Residual Network with a Tandem Spectral–Spatial Attention Mechanism for Hyperspectral Image Classification by Yunlan Guan, Zixuan Li, Nan Wang

“…Comparative experiments with five methods showed the correctness and high efficiency of our method.…”
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A 28 GHz Phased-Array Transmitter Based on Doherty Spatial Combining Technique With a Local Sub-Sampling PLL by Itamar Melamed, Avraham Sayag, Emanuel Cohen

“…Compared to uniformly excited linear phased array (UELA), the efficiency improvement is by 40<inline-formula><tex-math notation="LaTeX">$\%$</tex-math></inline-formula>. …”
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Development of data driven machine learning models for the prediction and design of pyrimidine corrosion inhibitors by Aeshah H. Alamri, N. Alhazmi

“…Seven descriptors were selected by PLS and used to develop the linear model. The variable importance results using the PLS indicates that molecular mass, molecular volume, electrophilicity, electronegativity, energy of the lowest unoccupied molecular orbital, electron affinity, and the logarithm of the partition coefficient were the main factors that determine the inhibition efficiencies. …”
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Optimized Model Predictive Control for improving dynamic stability and steering accuracy in multi-axle cranes. by Abdulhakeem Muhammed Ali, Yusuf Abubakar Sha'aban, Ahmed Tijani Salawudeen, Zaharuddeen Haruna, Bilyamin Muhammad, Muhammed Bashir Mu'azu, Abdullah Alharthi

“…The multi-axle crane, a long vehicle with high inertia, has historically struggled with steering efficiency and path-tracking performance. Various control strategies, including Proportional-Integral-Derivative (PID), Linear Quadratic Regulator (LQR), and Model Predictive Control (MPC), have been employed to address these challenges. …”
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Oxidative Pyrolysis for Variable Heating Output with Wood Pellets by Franco Corinto Cavalloni, Joris Strassburg, Daniel Lustenberger, Timothy Griffin

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Kinematic Optimization of a Flexible Wing Undergoing Flapping and Pitching by Yue Wu, Changchuan Xie, Yang Meng, Chao Yang

“…Under the assumption of linear elastic deformation, this tool is capable of simulating attached flows over a thin wing and capturing unsteady effects of wakes. …”
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SlimPort: Port-Driven High-Level Synthesis for Continuous-Flow Microfluidic Biochips by Youlin Pan, Yanbo Xu, Ziyang Chen, Xing Huang, Genggeng Liu

“…High-level synthesis, as an important stage in the design flow of CFMBs, generates binding and scheduling solutions whose quality directly affects the efficiency of the execution of bioassays. Existing high-level synthesis methods perform numerous transport tasks concurrently to increase efficiency. …”
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Cytoplasmic injection of circular plasmids allows targeted expression in mammalian embryos by Khursheed Iqbal, Brigitte Barg-Kues, Sandra Broll, Jürgen Bode, Heiner Niemann, Wilfried A. Kues

“…Injection of linearized DNA constructs into the pronuclei of fertilized mammalian eggs is a standard method for producing transgenic embryos and animals. …”
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Photon sensor-based monitoring of spatial variations in canopy FIPAR for crop growth assessment by Jian Wang, Zhenggui Zhang, Xin Li, Lu Feng, Xiaofei Li, Minghua Xin, Shiwu Xiong, Yingchun Han, Shijie Zhang, Xiaoyu Zhi, Beifang Yang, Guoping Wang, Yaping Lei, Zhanbiao Wang, Yabing Li

“…Crop growth monitoring technology holds great potential to enable timely management adjustments, optimize resource use, and support sustainable agriculture practices, achieving efficient intelligent agriculture for data-driven cultivation. …”
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Lightweight YOLOv8s-Based Strawberry Plug Seedling Grading Detection and Localization via Channel Pruning by CHEN Junlin, ZHAO Peng, CAO Xianlin, NING Jifeng, YANG Shuqin

“…The impact of the pruning rate on model performance was found to be non-linear. As the pruning rate increased, model performance dropped significantly after certain crucial channels were removed. …”
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Impacts of climate extremes on vegetation health in the tropical savannas of Africa by Jeanine Umuhoza, Guli Jiapaer, Yu Tao, Jie Bai, Egide Hakorimana, Liancheng Zhang, Hongwu Liang, Kaixiong Lin, Tongwei Ju

“…This research employs linear regression analysis and boosted regression trees (BRT) to assess the influences of climatic factors, including precipitation, temperature, Vapor Pressure Deficit (VPD), Soil Moisture (SM) and drought, on vegetation health in the African tropical savanna from 2000 to 2020. …”
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Progress in silicon-based reconfigurable and programmable all-optical signal processing chips by Jing Xu, Wenchan Dong, Qingzhong Huang, Yujia Zhang, Yuchen Yin, Zhenyu Zhao, Desheng Zeng, Xiaoyan Gao, Wentao Gu, Zihao Yang, Hanghang Li, Xinjie Han, Yong Geng, Kunpeng Zhai, Bei Chen, Xin Fu, Lei Lei, Xiaojun Wu, Jianji Dong, Yikai Su, Ming Li, Jianguo Liu, Ninghua Zhu, Xuhan Guo, Heng Zhou, Huashun Wen, Kun Qiu, Xinliang Zhang

“…Abstract Taking the advantage of ultrafast optical linear and nonlinear effects, all-optical signal processing (AOSP) enables manipulation, regeneration, and computing of information directly in optical domain without resorting to electronics. …”
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Practical Context Awareness Information System for Wireless Vehicular Networks Based on a Core Telematics Platform by Tzu-Kai Cheng, Jenq-Shiou Leu, Ing-Xiang Chen, Jean-Lien C. Wu, Zhe-Yi Zhu

“…The proposed core telematics platform (CTP) can optimize the data transmission under linearly increased time complexity by employing a high-scalable architecture design when a large number of devices connect to the application servers. …”
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Innovative techniques to chaotic dynamics and kinetic differ-integral equations by Ahsan Mehmood, Zhi-Guo Liu, Muhammad Samraiz, Fuat Usta, Sama Arjika

“…Additionally, due to the high non-linearity of the problem, we apply an appropriate numerical scheme to solve this system of equations computationally. …”
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Fully Printed and Scalable Current and Voltage Sensors for Smart Grid Transmission Line Monitoring by Yanyun Fan, Lei Zhang, Chi Zhang, Zhengang An, Bo Li, Dachao Li

“…The current sensor is supported and insulated by polyimide, and successfully fabricates the 3D induction coil through screen printing and high-precision inkjet printing processes, achieving a sensitivity of 0.00823 mV/A and a linearity of 0.999 in 0–60 A. The voltage sensor is made of polyimide film as the substrate, and a pair of silver sensing electrodes are prepared by screen printing process, achieving a sensitivity of 0.00369 μA/V and a linearity of 0.999 in 0–1200 V, with stable output over a continuous operation of 24 h. …”
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Hydrogenated Amorphous Silicon Microstructuring for 0th-Order Polarization Elements at 1.0&#x2013;1.1 <formula formulatype="inline"><tex Notation="TeX">$\mu\hbox{m}$</tex></formula... by Thomas Kampfe, Svetlen Tonchev, Guillaume Gomard, Christian Seassal, Olivier Parriaux

“…Dedicated photolithographic and reactive ion etching processes applied to the plasma-enhanced chemical vapor deposition (PECVD) hydrogenated amorphous silicon layers of solar cells have been developed in the objective of the low-cost manufacturing of efficient, depth-limited subwavelength gratings transforming a linearly polarized beam into a radially and azimuthally polarized beam in the 1.0&#x2013;1.1-<formula formulatype="inline"><tex Notation="TeX">$\mu\hbox{m}$ </tex></formula> wavelength range.…”
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On a special case of synthesis of metal turning process control system by Victor P. Lapshin, Tatyana S Babenko, Veronika V Khristoforova

“…The improvement of efficiency is possible through the introduction of new modern methods of the treatment process control. …”
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Fluvoxamine-based corrosion inhibitors for J55 steel in aggressive oil and gas well treatment fluids by E.B. Ituen, A.O. James, O. Akaranta

“…Corrosion of the steel was monitored by Electrochemical Impedance Spectroscopy (EIS), Potentiodynamic Polarization (PDP), Linear Polarization Resistance (LPR), Electrochemical Frequency Modulation (EFM) and Weight Loss (WL) techniques. …”
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MTM- and SIW-Inspired Bowtie Antenna Loaded with AMC for 5G mm-Wave Applications by Ayman A. Althuwayb

“…The average experimental gain and radiation efficiency have been increased to 5.5 dBi and 66.5%, respectively, which illustrate the effectiveness of the proposed AMC-loaded antenna. …”
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