Game algorithm based on link quality: Wireless sensor network routing game algorithm based on link quality by Zhanjun Hao, Jiaojiao Hou, Jianwu Dang, Xiaochao Dang, Nanjiang Qu

“…Aiming at the problems of low data transmission efficiency and uneven energy consumption caused by unreliable link communication in the routing process of wireless sensor networks, this article designs a routing game algorithm based on link quality. …”
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Deep Reinforcement-Learning-Based Air-Combat-Maneuver Generation Framework by Junru Mei, Ge Li, Hesong Huang

“…Efficiency was also outstanding, with an average 13.6% reduction in training time compared to the RL baseline.…”
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Synthesis of mesoporous tin oxide (SnO2) photoanode and rhodamine B dye as sensitizer for dye-sensitized solar cells application by Ajay N. Kawade, Sadhu K. Kolekar

“…For the fabrication of photoelectrodes, a simple yet effective doctor blade method was employed. The photoelectrodes were sensitized with Rhodamine B (Rh-B) dye and subsequently characterized for their performance in DSSCs. …”
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Optimal Charging Current Protocol with Multi-Stage Constant Current Using Dandelion Optimizer for Time-Domain Modeled Lithium-Ion Batteries by Seongik Han

“…Based on the OCP extracted from the simulations using these MOAs for the specified ECM model, a charging experiment was conducted on the Panasonic NCR18650PF LiB to evaluate the charging performance in terms of charging time, temperature, and efficiency. The results demonstrate that the proposed DO technique offers superior charging performance compared to other charging methods.…”
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Optimizing chromosome dispersion quality: the key role of cell density by Chao-Xian Gao, Li-Mei Li, Yu-Ting Chen, Ying-Yan Guo, Bo-Xin Li, Xue-Qin Yang, Chang-Ye Hui

“…ObjectiveThis study aims to optimize metaphase dispersion in automated detection by quantitatively determining the optimal cell suspension density to enhance the accuracy and efficiency of chromosomal aberrations analysis.MethodsLymphocyte metaphase suspensions were prepared using an automated harvesting system and subjected to a concentration gradient of 104–107 cells/mL. …”
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Semi-Supervised Learned Autoencoder for Classification of Events in Distributed Fibre Acoustic Sensors by Artem Kozmin, Oleg Kalashev, Alexey Chernenko, Alexey Redyuk

“…In this paper, we present an enhanced approach based on semi-supervised learning for developing event classification models tailored for real-time and continuous perimeter monitoring of infrastructure facilities. The proposed method leverages a hybrid architecture combining an autoencoder and a classifier to enhance the accuracy and efficiency of event classification. …”
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Rationality of sentinel node biopsy in the diagnosis and minimally invasive treatment of patients with breast cancer by E. M. Bukin, A. B. Vasin, N. S. Goloshchapova

“…To consider the efficiency of approaches to the diagnosis and minimally invasive treatment in breast cancer, following the experience of sentinel node biopsy in Regional Clinical Oncological Hospital, Yaroslavl.Materials and methods. …”
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Statistical Inference on the Shape Parameter of Inverse Generalized Weibull Distribution by Yan Zhuang, Sudeep R. Bapat, Wenjie Wang

“…For (1), we introduce a purely sequential estimation strategy, which is theoretically shown to possess desirable first-order efficiency properties. For (2), we present a method that allows for the precise determination of sample size without requiring prior knowledge of the other two parameters of the IGW distribution. …”
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Light-GBM based minority oversampling model using biomedical data analysis for breast cancer classification by Mukesh Soni, Mohammed Wasim Bhatt, Paul Ofori-Amanfo

“…With improvements in accuracy, speed, and efficiency, LightGBM-based hybrid models frequently outperform baseline or standard classifiers. …”
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Research of Lightning Protection Systems of Wind Power Plant by Potapenko A.N., Kumar Udaya, Shtifanov A.I., Soldatenkov A.S.

“…The most significant result of the work is a mathematical model with boundary conditions that determines the rigid boundaries of the object of study and constant values at the free and symmetric boundaries for calculating the electric flow function, the method of finding the specific distribution of the lines of the flow function along the boundaries of the studied wind power installation, and the results of computational experiments. …”
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The use of ridge regression for estimating the severity of acute pancreatitis by D. V. Cherdantsev, A. V. Stroev, E. S. Mangalova, N. V. Kononova, O. V. Chubarova

“…Increasing of treatment efficiency for patients with acute pancreatitis by improving objective means of determining the severity of acute pancreatitis.Materials and method. …”
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Improvement of urban passenger ground transport structure based on coordinated development of subsystems by D. A. Dryuchin

“…A brief description of methods for determining and mutual coordination of structural parameters of subsystems forming the material basis of the transport complex is given.Results. …”
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Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model by Lizhen Wu, Zhefei Pan, Shu Yuan, Xiaoyu Huo, Qiang Zheng, Xiaohui Yan, Liang An

“…A data-driven surrogate model based on deep neural network (DNN) is developed and successfully trained using data obtained by the physical VOF method. Based on the highly efficient surrogate, genetic algorithm (GA) is further utilized to determine the optimal heights of base layer and degassing layer. …”
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Using trauma video review to search for the Goldilocks pre-activation time by Eric Klein, Ella Rose Rastegar, Sophia Görgens, Manuel Beltran del Rio, Elizabeth Nilsson Sjolander, Joseph Landers, Cristy Meyer, Daniel Rolston, Maria Sfakianos, Matthew Bank, Daniel Jafari

“…Objectives We sought to determine the optimal time to pre-activation for trauma team activation that resulted in maximum team efficiency, measured by the time to complete critical actions (TCCAs) during resuscitation. …”
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Network Design and Route Analysis Using Outside Plant by Isaac Adjaye Aboagye, Nii Longdon Sowah, Wiafe Owusu-Banahene, Aryee Shaelijah, Margaret Ansah Richardson, Emmanuel Baah-Boadi

“…The significance and impact of the research are essential in enhancing efficiency, reducing costs, improving reliability, and ensuring scalability in network design and route analysis. …”
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EXPERIMENTAL STUDY OF EFFECTIVENESS OF DEEP FLUORIDATION OF ENAMEL DURING SECONDARY MINERALIZATION OF THE PERMANENT TEETH ENAMEL by H. V. Sorochenko

“…The main pathogenetic direction of caries prevention in this period is to increase the level of mineralization of tooth enamel. High efficiency of caries prevention with fluoride preparations is associated with exposure to fluoride at different stages of dental caries pathogenesis, including the kinetics of the process of mineralization. …”
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SETTLEMENTS IN THE FIELD OF NON-STATE SOCIAL SERVICES UNDER THE LEGISLATION OF CERTAIN FOREIGN STATES: ECONOMIC AND LEGAL ASPECT by Liudmyla Panova, Ernest Gramatskyy, Anna Panchenko

“…The research methodology consists of the following methods: the comparative legal method, the analysis of regulatory and legal sources, the system-structural method, the method of analogies and extrapolation, and the case study method. …”
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Clinical-pathagenetic, Age, Gender, Genetic Aspects of Non-alcoholic Fatty Liver Disease and Nonviral Chronic Hepatitis Without, and also with Comorbid Hypothyroidism; Improving of... by Prysyazhnyuk V., Voloshyn O.

“…To improve the diagnostic and treatment efficiency of patients with NAFLD and nonviral CH, taking into account clinical and pathogenic, age, gender, genetic factors and the presence of hypothyroidism. …”
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Event-Triggered Secure Control Design Against False Data Injection Attacks via Lyapunov-Based Neural Networks by Neslihan Karas Kutlucan, Levent Ucun, Janset Dasdemir

“…This paper presents a secure control framework enhanced with an event-triggered mechanism to ensure resilient and resource-efficient operation under false data injection (FDI) attacks on sensor measurements. …”
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Biological synthesis of silver nanoparticles; its characterization and therapeutic potential using Grewia optiva leaves extract by K. Asad, M. S. Khan, S. Asad, S. Shams, F. Badshah, E. Ibánez-Arancibia, M. Bilal, P. R. De los Ríos-Escalante, M. A. Khan, M. Tariq, S. T. Shah

“…Sustainable and eco- friendly method of synthesizing nanoparticles are required. …”
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