Harmonic balance method for MEMS oscillators by Xian-He Lei, Yutong Cui

“…Incorrect choices can lead to large errors, while a well-chosen approximate solution can remarkably improve the accuracy of predicting pull-in instability.DiscussionThe research findings provide valuable insights for enhancing the application of the harmonic balance method in the analysis of MEMS oscillators. …”
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The reagent method of the hydrogeological wells regeneration by A. Ya. Tret’yak, V. V. Shwets

“…The causes of the hydrological wells flowrate reducing while long operation have been indicated. The methods of the hydrological wells and near-filters zone decolmatation have been described. …”
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Direct Tensile Test Method for Shotcrete by Oleg V. Kabancev, Oleg A. Simakov

“…This study substantiates the need for direct tensile strength testing of shotcrete and fiber-reinforced shotcrete, rather than relying on indirect methods, to accurately reflect material performance under biaxial stress conditions when used for structural reinforcement. …”
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Hybrid Method for Point Cloud Classification by Abdurrahman Hazer, Remzi Yildirim

“…By processing local and global features in parallel, the Hybrid ResPOL method combines these features and feeds them into the classification head, optimizing performance. …”
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Overview of Deep Learning Algorithms and Optimizers for Brain Tumor Segmentation by Nisha Purohit, Chandi Prasad Bhatt

“…This review focuses on analyzing different deep learning architectures and explores their performance when optimized using different optimizers. While deep learning techniques have significantly improved segmentation accuracy and robustness, challenges remain, particularly in terms of computational complexity, dataset imbalance, and generalization across diverse clinical settings. …”
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Optimization of Transformation Coefficients Using Direct Search and Swarm Intelligence by Manusov V.Z., Matrenin P.V., Orlov D.V.

“…Now, methods based on heuristic rules and fuzzy logic, or methods that optimize parts of the whole system separately, are applied to this problem. …”
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The Referenced Vertex Ordering Problem: Theory, Applications, and Solution Methods by Omer, Jérémy, Mucherino, Antonio

“…Our results highlight that the newly introduced pruning techniques allow the computation of good-quality solutions (in comparison with other solver’s solutions) while reducing the overall computational cost. Our branch-and-bound outperforms other existing solution methods: among 180 instances with 60 vertices, it solves 179 instances to optimality whereas the best existing method is only able to solve 109 of them. …”
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Optimization Analysis of Smart Steel-Plastic Geogrid Support for Tunnel by Qin Liu, Jiankun Guo, Lei Liu, Kunpeng Huang, Wei Tian, Xinzhi Li

“…It can not only reinforce the parts with potential safety hazards, but also have the functions of safety monitoring, intelligent prevention, and control of engineering disasters, which is of great significance for ensuring the safety of tunnel construction and improving the tunnel monitoring methods. Based on predecessors’ research on smart geogrid tensile calibration experiment and sensor method simulation and experimental verification, this paper analyzes the smart geogrid and the tunnel surrounding rock as a whole, to study the deformation coordination mechanism between the geogrid material and the tunnel surrounding rock. …”
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Improved GA and Its Application in Performance Optimization of Electronic Components by Wenrui Zhao, Borui Wu

“…Moreover, this paper proposes an optimized reliability allocation process method based on cost function, which further optimizes the reliability design of electronic circuit systems. …”
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An adaptive switched capacitor strategy for efficiency optimization in LLC converters by Xia Peng, Wei Li, Qi Liu, Wai Tung Ng

“…Using this model, the optimal resonant capacitance for different load conditions to maximize efficiency can be calculated on-the-fly. …”
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Real-Time Optimization of Precast Concrete Component Transportation and Storage by Donghai Liu, Xin Li, Junjie Chen, Rui Jin

“…To address this problem, this paper presented a dynamic optimization method for PC component transportation and storage based on real-time scheduling and tracking. …”
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Optimization of complex reliability indicator of wireless devices by changing their topology by B. M. Uvarov, Yu. F. Zin'kovs'kii

“…External thermal effects and internal heat release in the elements of the electronic structure of radioelectronic devices raises the temperature of these elements, thereby reducing the reliability not only of the elements, but of the device as a whole. The paper presents the methods for determination of versatility indicators of reliability depending on mechanical and thermal effects on REDs. …”
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Shape Optimization of the Cross-Section for Noncircular Hypersonic Missile Forebody by Jingfan Chen, Xiaoqiang Fan, Bing Xiong, Yi Wang

“…Finally, the forebody section of a missile body is chosen as an example to deliver the whole optimization steps. The optimization results show that the lift-to-drag ratio increases from 1.8 to 2.4 when the hypersonic missile forebody cruises at the design condition. …”
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Optimization of the Input Shaft Torsional Amplitude of a DCT Gearbox by Zhang Guihui, Shi Lei, Ma Junming, Wang Xiangwen, Sun Hongming, Dong Liyun

“…The research methods and ideas of this study provide a solution for the torsional vibration optimization of the automobile transmission system with dual mass flywheel torsional vibration damper.…”
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Optimized formulas of the gravitational field of a vertical cylindrical prism by Xiao-Le Deng, Nico Sneeuw, Dimitrios Tsoulis

“…In this contribution, we are able to optimize such formulas through a particular geometrical relation between the computation point and integration point. …”
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Optimal management of the acquiring and evaluating the competencies process of university students by G. A. Dorrer, A. G. Dorrer, G. M. Rudakova

“…Kalman’s filter [2]. Results. A method is proposed for calculating the optimal trajectories of the growth of competencies in the learning process and the control actions for the implementation of these trajectories. …”
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Rolling Bearing Fault Diagnosis Based on SCNN and Optimized HKELM by Yulin Wang, Xianjun Du

“…The issue of insufficient multi-scale feature extraction and difficulty in accurately classifying fault features in rolling bearing fault diagnosis is addressed by proposing a novel diagnostic method that integrates stochastic convolutional neural networks (SCNNs) and a hybrid kernel extreme learning machine (HKELM). …”
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AI-Driven Optimization of Blockchain Scalability, Security, and Privacy Protection by Fujiang Yuan, Zihao Zuo, Yang Jiang, Wenzhou Shu, Zhen Tian, Chenxi Ye, Junye Yang, Zebing Mao, Xia Huang, Shaojie Gu, Yanhong Peng

“…Instead of claiming a deep theoretical integration, we focus on how AI methods, such as machine learning and deep learning, have been effectively adopted to optimize blockchain consensus algorithms, improve smart contract vulnerability detection, and enhance privacy-preserving mechanisms like federated learning and differential privacy. …”
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Stochastic Reliability Measurement and Design Optimization of an Inventory Management System by Abdulaziz T. Almaktoom

“…Also, a novel, reliability-based robust design optimization model has been developed to optimally allocate and schedule time while considering uncertainty associated with inventory movement. …”
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Detection of Plants Leaf Diseases using Swarm Optimization Algorithms by Saud Abdul Razzaq, Baydaa Khaleel

“…In the second stage, the features were extracted based on the statistical feature extraction method, while in the third stage, the particle swarm (PSO) and chicken swarm optimization(CSO) algorithms were used to diagnose and classify plant diseases. …”
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