Identification of parameters of three-phase asynchronous motor when changing the initial values of the estimates in a wide range by A. J. Afanasiev, V. G. Makarov, V. N. Khannanova

“…The expediency and effectiveness of the continuous gradient method of search of a minimum of function for identifying the parameters of three phase asynchronous motor and its load is shown using computer modeling and research. …”
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A Single-End Location Method for Small Current Grounding System Based on the Minimum Comprehensive Entropy Kurtosis Ratio and Morphological Gradient by Jiyuan Cao, Yanwen Wang, Lingjie Wu, Yongmei Zhao, Le Wang

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Research on MRI Gradient Coil Magnetic Field Induced Eddy Current Method by Xiaotao ZHANG, Yicheng LI, Zhanping ZHENG, Mingke WANG, Like FENG, Congbo LI

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Improving the Accuracy of Neural Network Pattern Recognition by Fractional Gradient Descent by Ruslan I. Abdulkadirov, Pavel A. Lyakhov, Valentina A. Baboshina, Nikolay N. Nagornov

“…This optimizer searches the global minimum of the loss function considering the fractional gradient directions achieved by Riemann-Liouville, Caputo, and Grunwald-Letnikov derivatives. …”
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Durability Test and Service Life Prediction Methods for Silicone Structural Glazing Sealant by Bo Yang, Junjin Liu, Jianhui Li, Chao Wang, Zhiyuan Wang

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Research on a virtual-real fusion experimental system for the cutting part of a boom-type roadheader. by Jianzhuo Zhang, Ce Chen, Xiaoyu Ding, Tao Wang, Chuanxu Wan, Wenliang Li

“…Aiming at the problems of high safety risks, economic costs, and inefficiency in experimental research on boom-type roadheaders, this study proposes a virtual-real fusion experimental system for the cutting module. …”
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Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network by P.A. Lyakhov, U.A. Lyakhova, R.I. Abdulkadirov

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Structural Policy: Towards a New Investment Model of Economic Growth by O. S. Sukharev

“…The basic sectors of the current investment structure have been assessed — processing sector and transactional and raw materials sector — and the directions for further development have been specified. The research methodology consists of: structural analysis of GDP and sectoral dynamics; the received and applied “structural formula” of assessing the contribution of the system elements to economic growth; formulated simple optimization models and a numerical optimization method (gradient projection method). …”
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A Spatiotemporal Dataset of Soil Properties in Northeast China Based on Soil Sampling and Interpolation From 2009 to 2020 by Shuzhen Li, Jieyong Wang, Xu Lin, Yaqun Liu

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Central Hemodynamics and Oxygen Transport in Various Activation of Patients Operated On Under Extracorporeal Circulation by Ye. V. Dzybinskaya, I. V Ivanina, I. A. Kozlov

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Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study by Heonyi Lee, Yi-Jun Kim, Jin-Hong Kim, Soo-Kyung Kim, Tae-Dong Jeong

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Bank data protection and fraud identification based on improved adaptive federated learning and WGAN by Yunjiao Zheng

“…The experiment outcomes show that the adaptive data protection architecture designed in this study notably raises the convergence performance of the loss function after introducing adaptive gradient pruning and noise differentiation strategies, with a minimum loss value of 0.09 and excellent learning ability. …”
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Mean-Field-Type Transformers by Hamidou Tembine, Manzoor Ahmed Khan, Issa Bamia

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Spatial pattern of Trees in the Riparian Forests (Case Study: Wildlife Refuge of Karkhe) by Shaieste Gholami

“…One main reason responsible for the absence of information about spatial pattern researche is the lack of adequate methods for analyzing data. …”
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Physiological and Gene Expression Responses of Crassostrea ariakensis to Salinity Stress by Miaomiao YANG, Sudong XIA, Zhihong LIU, Xiujun SUN, Liqing ZHOU, Peizhen MA, Zhuanzhuan LI, Biao WU

“…This study had different salinity gradients (5, 15, 25, 35, and 45), whereas a salinity of 25 served as the control group. …”
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