Algorithm of Estimating Import-Substitution Based on Costs – Output Tables by N. A. Moiseev, B. A. Akhmadeev

“…The article studies problems and prospects of managerial decisions dealing with the process of import-substitution of certain products and puts forward the method of raising its efficiency. This research is based on costs – output tables, as a result of which a special algorithm is designed to estimate the efficiency and accompanying effects for different lines of import-substitution. …”
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Development of a new method for maintainability and downtime analysis of mining machinery by M. Rezaei Dashtaki, A. Jandaghi Jafari, S. H. Hoseinie

“…Abstract Shovels are universally acknowledged as vital machinery in surface mining production systems, and enhancements to this equipment substantially augment operational mine output capacity. Extending the length of continuous operation is a cost-efficient strategy that may result in significant productivity improvements, as it is directly linked to the fleet’s reliability and maintainability. …”
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An intelligent prediction method for rock core integrity based on deep learning by Zhaoxia Hu, Hua Mei, Lei Yu

“…Abstract To address the issue of serious inefficiency in the traditional manual evaluation methods of rock core integrity, a deep learning-based algorithm named IDA-RCF (Intelligent detection algorithm for Rock Core Fissure) is proposed in this paper, which realizes the automatic evaluation of rock core integrity in accordance with the fissure identification results. …”
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Method of matched sections in application to thin-walled and Mindlin rectangular plates by Kirill Danylenko, Igor Orynyak

“…The numerical examples for the thin-walled and Mindlin plates show the high efficiency and accuracy of the method.   …”
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Heartbeat Stars Recognition Based on Recurrent Neural Networks: Method and Validation by Min-Yu Li, Sheng-Bang Qian, Li-Ying Zhu, Wen-Ping Liao, Lin-Feng Chang, Er-Gang Zhao, Xiang-Dong Shi, Fu-Xing Li, Qi-Bin Sun, Ping Li

“…RNNs show excellent performance in recognizing this type of time series data. This method not only allows efficient identification of HBSs but can also be extended to recognize other types of periodic variable stars.…”
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Data-Driven Method for Probabilistic Response Prediction of Cable-Stayed Bridges by Minsun Kim, Jaebeom Lee, Kyoung-Chan Lee, Jeong Hwan Jang, Young-Joo Lee

“…Consequently, the proposed feature-selection method is proven to increase the accuracy and efficiency of the prediction.…”
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An emotional classification method of Chinese short comment text based on ELECTRA by Shunxiang Zhang, Hongbin Yu, Guangli Zhu

“…In response to such problem, the text proposes a new method based on ELECTRA and hybrid neural network. …”
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A Study on Electric Brake Power Control Method for Hybrid Trams by Batu ZHANG

“…Under the premise of ensuring the deceleration of tram electric brake, through the IGBT chopper circuit connected in series with the braking resistor, the power consumed in the braking resistor was adjusted in real time and the electric braking power was fed back to on-board energy storage system to the maximum extent, while not exceeding the power limit of energy storage system, protecting the energy storage system, improving energy utilization efficiency and increasing trams cruising range. At the same time, the problem was solved that when the unidirectional power supply system (such as hydrogen fuel cell system, the internal combustion engine power generation system, etc.) and on-board energy storage device were in hybrid power supply, output power response rate failed to meet the demand of the traction system for power response rate. …”
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Dynamic Modeling of Aeroengine Rotor Speed Based on Data Fusion Method by Jun Hong, Hongxin Wang, Ziqiao Chen, Jiawei Lu, Gang Xiao

“…In this paper, a data-driven system identification method is presented based on the data fusion of a dynamic model and flight test data. …”
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Identification of core sub-team on scientific collaboration networks with Shapley method by Lixin Zhou, Chen Liu, Xue Song

“…Identifying the core sub-teams that drive productivity in scientific collaboration networks is essential for research evaluation and team management. However, existing methods typically rank individual researchers by bibliometric impact or select structurally cohesive clusters, but rarely account for both collaboration patterns and joint scientific output. …”
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Estimation of proximity of controls synthesized on basis of maximum principle and ADAR method by V. P. Lapshin, I. A. Turkin, V. V. Khristoforova

“…A special case of synthesizing the same electromechanical control system by the Pontryagin maximum principle and by the synergetic synthesis method is considered. The task was to solve the synthesis problem of the time optimal electromechanical position control system; herewith the travel resistance modulus linearly depended on the output coordinate of the system. …”
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Intelligent hybrid method to predict generated power of solar PV system by Prashant Singh, Navneet Kumar Singh, Asheesh Kumar Singh

“…The suggested hybrid model's performance is evaluated and compared to alternative forecasting methods. It is discovered that the suggested model produces more accurate forecasts in terms of MAE, RMSE, and MSE. …”
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Low Complexity Optimized AOR Method for Massive MIMO Signal Detection by Muhammad Nauman Irshad, Muhamamd Muzamil Aslam, Rardchawadee Silapunt

“…Massive multiple-input multiple-output (MIMO) efficiently resolves the contradiction between the rapid growth in capacity demand and the limited spectrum resources by deploying a large number of antennas. …”
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Method for Multi-Target Wireless Charging for Oil Field Inspection Drones by Yilong Wang, Li Ji, Ming Zhang

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A Hardware-Aware Failure-Detection Method for GPU Control-Logic by Hiroaki Itsuji, Takumi Uezono, Tadanobu Toba, Kojiro Ito, Masanori Hashimoto

“…This paper assumes three types of control-logic failures for a general GPU architecture and proposes efficient failure detection methods for each type. …”
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PSTR: A Test Case Reuse Method Based on Path Similarity by Xinyue Xu, Sinong Chen, Zhonghao Guo, Xiangxian Chen

“…For cases where direct reuse is not possible, the method provides clear guidance to assist testers in completing subsequent tasks more efficiently. …”
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Visual Automatic Localization Method Based on Multi-level Video Transformer by Qiping ZOU, Botao LI, Saian CHEN, Xi GUO, Taohong ZHANG

“…This process guarantees the high quality of captured images and boosts the overall efficiency of the machining process. The system significantly reduces human error and enhances the consistency of output, which is crucial in high-precision manufacturing environments by automating the focus adjustment based on the clearest image. …”
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Performance Evaluation of Mutual Funds Using the Value-Based DEA Method by Khadijeh Ghaziyani, Seyede Fatemeh Bagheri, Babak Ejlali

“…One of the tools that can be used for this purpose is the data envelopment analysis method because DEA is a non-parametric method. It considers the relationship between product outputs and inputs and defines the efficiency boundary. …”
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Performance measurement in data envelopment analysis: a BCC-based approach by Azam Pourhabib Yekta, Mahnaz Maghbouli

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Maximizing the voltage output of piezoelectric arrays via base layer compatibility by Muhammad Usaid Memon, Eoin P. Hinchy, Sarah Guerin

“…As well as conventional base layer materials we use a variety of 3D-printed geometries, which offer a low-cost and efficient method for controlling the dynamics of a piezoelectric-based interface. …”
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