Fast real-time detection and counting of thrips in greenhouses with multi-level feature attention and fusion by Zhangzhang He, Xinyue Chen, Ying Gao, Yu Zhang, Yuheng Guo, Tong Zhai, Xiaochen Wei, Huan Li, Haipeng Zhu, Yongkun Fu, Zhiliang Zhang, Zhiliang Zhang

“…Their tiny size, rapid reproduction, and wide host range make them prone to outbreaks, necessitating precise and efficient population monitoring methods. Existing intelligent counting methods lack effective solutions for tiny pests like thrips. …”
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Application of embeddings for multi-class classification with optional extendability by Ф. Смілянець

“… This study investigates the feasibility of an expandable image classification method utilizing a convolutional neural network to generate embeddings for use with simpler machine learning algorithms. …”
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Optimal Knowledge Distillation through Non-Heuristic Control of Dark Knowledge by Darian Onchis, Codruta Istin, Ioan Samuila

“…In this paper, a method is introduced to control the dark knowledge values also known as soft targets, with the purpose of improving the training by knowledge distillation for multi-class classification tasks. …”
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Optimization design of magnetorheological damper based on multi-objective whale algorithm by Yuliang Zhao, Xiaoning Chen, Xuhong Huang, Caiwei Liu, Wenfeng Liu, Yanwei Xu

“…Abstract An efficient optimization design method for magnetorheological (MR) dampers, aimed at enhancing the damping force output and the adjustable coefficient, is explored in this study. …”
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Optimized Energy Management System for Wind Lens-Enhanced PMSG Utilizing Zeta Converter and Advanced MPPT Control Strategies by Arun Selvaraj, Ganesh Mayilsamy

“…A comparative analysis of different control strategies for maximum power point tracking (MPPT) is conducted, including the incremental conductance (INC) method and the perturb and observe (P&O) method. The performance of the MPPT controller integrated with the wind lens-based PMSG system is assessed based on output DC voltage and power delivered to the load. …”
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Construction and Structural Analysis of Inter-Regional Industrial Circular Network: A Case of the Middle and Lower Reaches of the Yellow River in China by Chong Yin, Yingxin Cui, Yue Liu, Xiaoni Su

“…To solve the problem, from the perspective of optimization of inter-regional economic circulation, combining input-output technology and complex network model, we proposed a systematic framework for structural analysis of circular economy and applied it in analysis of economic circulation of the MLYR. …”
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Design and control of high-power density converters with power factor correction using multilevel rectifiers by Prakash A. Kharade, J. Jeyavel, Nitin R. Ingale, Shashikant D. Jadhav

“…For universal AC input, 1.5 kW power rating, and 400-V DC output, a hardware prototype is created. The hardware prototype shows increased efficiency and power density in comparison to existing methods while maintaining a high PF and minimal THD.…”
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Variable structure wireless power transfer converter with misalignment tolerant by Zhilei Yao, Yiming Zhang

“…Misalignment of the secondary coil relative to the primary coil is inevitable in the wireless power transfer (WPT) converter, which decreases the transmission power and the system efficiency. Moreover, constant current (CC) and constant voltage (CV) control methods should be used to improve the charging efficiency of the battery. …”
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Steering-Angle Prediction and Controller Design Based on Improved YOLOv5 for Steering-by-Wire System by Cunliang Ye, Yunlong Wang, Yongfu Wang, Yan Liu

“…Moreover, utilizing the backstepping control method and introducing the Lyapunov barrier function enables us to design an adaptive neural network output feedback controller with output constraints. …”
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What Affects Agricultural Green Total Factor Productivity in China? A Configurational Perspective Based on Dynamic Fuzzy-Set Qualitative Comparative Analysis by Danni Lu, Xinhuan Zhang, Degang Yang, Shubao Zhang

“…Agricultural production faces the dual challenge of increasing output while ensuring efficient resource utilization and environmental sustainability amid escalating global climate change and relentless increases in human demand. …”
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Modeling and Simulation of an Intelligent Photovoltaic Controller Based on Variable Step Algorithm of Versoria by Bo Sun, Yongquan You, Zhiyong Zhang, Chao Li

“…In this paper, a mathematical model of photovoltaic cells is firstly established, the output characteristics of photovoltaic cells are analyzed, the main factors that affect the output efficiency of photovoltaic cells are obtained, and it is proved that the most important factor that affects the output power is the light intensity. …”
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From evaluation to innovation: Strengthening geospatial agricultural monitoring information system in Indonesia by Rizatus Shofiyati, Agnes Sondita Payani, Kustiyo Kustiyo, Muhammad Rokhis Khomarudin, Dede Dirgahayu, Fadhlullah Ramadhani, Muhammad Sulaiman Nur Ubay, Laju Gandharum, Heri Sadmono

“…All institutions follow standard preprocessing protocols, though variations exist in data input, applied methods, and output designs, reflecting tailored approaches. …”
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Principles of creating a digital twin prototype for the process of alkylation of benzene with propylene based on a neural network by K. G. Kichatov, T. R. Prosochkina, I. S. Vorobyova

“…The adequacy of calculations was determined by statistics methods. A microcontroller prototype of the process was created.Results. …”
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Compact hydraulic humanoid robot design optimized for enhanced joint power and heat dissipation by Shengyu Lu, Chenghao Hu, Sicheng Xie, Jingyuan Li, Liang Gao, Xinyu Li, Yiping Gao

“…Humanoid robots feature a small support base and high flexibility; hydraulic humanoid robots provide additional advantages, including high power output and density. They exhibit significant application prospects in the service industry and specialized fields. …”
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Thermoluminescent properties of LaAlO3:C crystals synthesized by solid state reaction applied to UV Dosimetry by neriene alves, wilmar barbosa ferraz, luiz oliveira faria

“…The three syntheses were very efficient to obtain carbon doped LaAlO3 crystals with high thermoluminescent output, for low exposure rates of UVR fields.…”
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Smart Farming System Based on Intelligent Internet of Things and Predictive Analytics by Nourelhouda Ferehan, Abdelkrim Haqiq, Mohd Wazih Ahmad

“…The benefits of this work include more accurate and efficient data, as well as a reduction in manpower. …”
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MIMO-OFDM Imaging Using Shared Time and Bandwidth by Mehmet Yazgan, Huseyin Arslan, Stavros Vakalis

“…Multiple-input multiple-output (MIMO) orthogonal frequency-division multiplexing (OFDM) radar imaging has emerged as a promising approach for high-resolution environmental sensing, particularly in spectrally congested wireless environments. …”
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Thermoluminescent properties of LaAlO3:C crystals synthesized by solid state reaction applied to UV Dosimetry by neriene alves, wilmar barbosa ferraz, Luiz oliveira Faria

“…The three syntheses were very efficient to obtain carbon doped LaAlO3 crystals with high thermoluminescent output, for low exposure rates of UVR fields.…”
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A Novel Environmental Route to Ambient Pressure Dried Thermal Insulating Silica Aerogel via Recycled Coal Gangue by Pinghua Zhu, Meng Zheng, Shanyu Zhao, Junyong Wu, Haixun Xu

“…However, the recycling of the waste is normally restricted by less efficient techniques and low attractive output; the utilization of such waste is still staying lower than 15%. …”
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Experimental Study of Process Parameter Effects on Internal Defects in Titanium Coaxial Wire-Based Laser Metal Deposition by Remy Mathenia, Braden McLain, Todd Sparks, Frank Liou

“…The traverse feed rate and defocusing level were found to have a significant impact on the output defect rate. As these process parameters were increased, the defect rate decreased. …”
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