Transient Synchronization Stability in Grid-Following Converters: Mechanistic Insights and Technological Prospects—A Review by Yang Liu, Lin Zhu, Xinya Xu, Dongrui Li, Zhiwei Liang, Nan Ye

“…Building on existing studies, the paper further explores innovative applications of artificial intelligence (AI) in transient stability assessment, including stability prediction based on deep learning, data-physics hybrid modeling, and human–machine collaborative optimization strategies. …”
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HIV-infection in the South Ural region of Russia at the present stage: the analysis of the epidemiological situation and new approaches to evaluating the effectiveness of the respo... by A. B. Kon’kova-Rejdman, L. I. Seljutina, N. N. Kuzjukin, O. L. Ruhtina, Yu. I. Bulan’kov

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A Novel Method for Voltage Sag Source Location Based on HHT and GA-BP by Zhen YANG, Yuchao MA, Li LI, Xin LI, Ziying MA

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Life cycle cost of communication towers: identification and hierarchical classification of influencing factors by Jing Zhang, Yang Wang, Qianyi Xu, Hongshuai Gao

“…Abstract Communication towers are essential infrastructure in modern society, require effective life cycle cost (LCC) control for long-term sustainability. While existing research has focused on structural optimization and technological advancements, few studies address cost-related issues across various stages, perspectives, and stakeholders. …”
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Kinematic Analysis of a 3-DOF Parallel Polishing Manipulator by Bao Xinmian, Wang Xuelei, Zhang Weitao, Wang Lu, Zhao Dongjie

“…The arm chain can coordinate the movement, the movement process is smooth, and the displacement and velocity curves are smooth and without mutation, and can provide a basis for the size optimization and motion control of the manipulator.…”
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Dual-Source Procurement Strategies of Emergency Materials Considering Risk Attitudes by Yan Hou, Haisheng Yu

“…The results show that the model can control the risk while reducing the cost of government procurement and ensuring the revenue of suppliers. …”
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Hybrid Supervised and Reinforcement Learning for Motion-Sickness-Aware Path Tracking in Autonomous Vehicles by Yukang Lv, Yi Chen, Ziguo Chen, Yuze Fan, Yongchao Tao, Rui Zhao, Fei Gao

“…Simultaneously, the RL architecture integrates a passenger MS mechanism into a multi-objective reward function. This design enhances model robustness and control performance, achieving both high-precision tracking and passenger comfort optimization. …”
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Research on Resource Utilization of Bi-Level Non-Cooperative Game Systems Based on Unit Resource Return by Bo Fu, Peiwen Li, Yi Quan

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From Tables to Computer Vision: Transforming HPDC Process Data into Images for CNN-Based Deep Learning by A. Burzyńska

“…This paper proposes a methodology for leveraging convolutional neural networks (CNNs) in conjunction with advanced data preprocessing to facilitate optimal quality control decision-making in high pressure casting (HPDC) processes. …”
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Using PAT for Energy Recovery and Pressure Reduction in Water Distribution Networks by Hamed Mohammadi, Mahnaz Ghaeini-Hessaroeyeh, Ehsan Fadaei-Kermani

“…Then after replacing the PRVs with the PATs, the optimal curve for the PATs can be determined. Results show that the use of PATs to control the pressure is effective, so that compared to the basic model, the leakage rate has decreased by about 33% and the Nodal Pressure Reliability Index (NPRI) has increased by 0.41. …”
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Cooperative Scheduling Strategy of Energy Storage Systems for Regional Grid Supplied by Renewable Energy by Rui MA, Xiangjun LI, Wenqi LI, Dongxue GAO, Jingchao ZHANG, Ningxi SONG

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Individual cost accounting in the management of medical organizations by I. A. Zheleznyakova, L. A. Kovaleva, T. A. Khelisupali

“…This function helps decision-makers: control the use of funds for medical care provision; increase the efficiency of management decisions; justify the prices of paid medical services; define the deficit and surplus work units; analyze the treatment cost for each patient, considering the diagnosis, method of treatment, age and other classification signs, including the reference to specialized departments; reduce the unnecessary “paper” work load on the medical personnel; model the future needs of the organization in accordance with the planned changes in the hospitalization policy; optimize, control and plan the budget with regard to the established standards of financial expenses. …”
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Chemical Properties of Heterogenous Catalysts in Improving Yield of Biofuel Production by Qian Yanfei

“…It systematically optimizes hub layouts, flexible resource allocation, and dynamic control by employing spatial topology algorithms, multi-agent game models, and digital twin technology.A three-tier toolkit comprising “model classification,” “algorithm adaptation,” and “scenario application” has been developed to address issues such as facility layout mismatches, inefficient resource scheduling, and limited resilience to sudden surges in passenger flow.Empirical evidence indicates that, following optimization, the distance between subway and bus connections is reduced to 150 meters, decreasing transfer time by 40%. …”
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Cross-Layer Designs and Analysis of Adaptive-Rate Transmission and ARQ for Free-Space Optical Communications by Vuong V. Mai, Anh T. Pham

“…To enhance the systems' performance, adaptive-rate (AR) transmission and automatic repeat request (ARQ) have been separately considered at the physical and data link control layers. This paper introduces a framework of cross-layer design, analysis, and optimization for FSO communication systems, in which ARQ and AR transmission are jointly integrated to further improve the overall system performance over atmospheric turbulence channels. …”
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Research on Multi-peak MPPT of Photovoltaic Array Based on Improved ICA Algorithm by ZANG Xiaodi, LIU Lu

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Prediction of air temperature and humidity in greenhouses via artificial neural network. by Caixia Yan, Ta Na, Qi Zhen, Yunfeng Sun, Kunyu Liu

“…For 30-minute short-term prediction, the Bayesian optimized RBF model showed better temperature prediction with an RMSE of 1.579°C and an R2 of 0.958, while the MLP model performed better in relative humidity prediction with an RMSE of 4.299% and an R2 of 0.948. …”
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Multiobjective Three-Level Supply Chain Management Problem Under Uncertainty Using Gravitational Search Algorithm by Mojtaba Lati, Hassan Ali Aghajani, Mohammad Reza Lotfi

“…This project aims to provide a model that, in addition to integrating the conflicting goals of the loops, also increases the number of uncertain parameters of the model. …”
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Rolling Force Prediction of Hot Rolling Based on GA-MELM by Jingyi Liu, Xinxin Liu, Ba Tuan Le

“…In the modeling process, GA is used to determine the optimal number of hidden layers and the optimal number of hidden nodes, and PSO is used to search for the optimal input weights and biases. …”
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AI-Assisted Pump Operation for Energy-Efficient Water Distribution Systems by Niuosha Hedaiaty Marzouny, Rebecca Dziedzic

“…This study seeks to develop a large language model (LLM)-assisted framework for pump operation. …”
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Numerical Study on Flow-Induced Noise of Deflector Jet Servo Valve Based on LES/Lighthill Hybrid Method by Yukai Ren, Hao Yan, Cunkun Cai

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