Design of Heavy Agricultural Machinery Rail Transport System and Dynamic Performance Research on Tracks in Hilly Regions of Southern China by Cheng Lin, Hao Chen, Jiawen Chen, Shaolong Gou, Yande Liu, Jun Hu

“…These valuable findings serve as a theoretical foundation for the dynamic optimization of rail structures and the mitigation of resonance issues. …”
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Dynamics of Structural and Functional Changes of Patients with Dry Form Age-related Macular Degeneration after Double Filtration Plasmapheresis by A. A. Volozhev, A. N. Kulikov, A. N. Belskih, D. S. Maltsev, S. E. Bednova, E. N. Nikolaenko

“…In this study we found according to optical coherence tomography, optical coherence tomography-angiography, visometry, microperimetry and electroretinography, positive dynamics of structural and functional parameters of the macular retina is observed in patients with a dry form of age-related macular degeneration with using double filtration plasmapheresis. …”
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Event-based recursive filtering for nonlinear bias-corrupted systems with amplify-and-forward relays by Dongyan Dai, Jiahui Li, Yanhua Song, Fan Yang

“…In this paper, the recursive filtering issue is investigated for an array of nonlinear bias-corrupted systems with a dynamic amplify-and-forward (AF) relay under the dynamic event-triggered scheme (DETS). …”
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An improved EAE-DETR model for defect detection of server motherboard by Jian Chi, Mingke Zhang, Puhon Zhang, Guowang Niu, Zhihao Zheng

“…Initially, we developed the CSP-EfficientVIM-CGLU module to enhance feature extraction capabilities while simultaneously reducing the model’s parameter count through the implementation of dynamic gated convolution and global context modeling. …”
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Enhancing Sustainable Manufacturing in Industry 4.0: A Zero-Defect Approach Leveraging Effective Dynamic Quality Factors by Rouhollah Khakpour, Ahmad Ebrahimi, Seyed Mohammad Seyed Hosseini

“…The approach is grounded in effective dynamic factors of product quality and ZDM strategies. …”
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Modeling Population Growth in R with the biogrowth Package by Alberto Garre, Jeroen Koomen, Heidy M. W. den Besten, Marcel H. Zwietering

“…Moreover, it can be used to fit growth models to data gathered under static or dynamic environmental conditions. The package allows the user to fix any model parameter prior to the fit, an approach that can mitigate identifiability issues associated to growth models. …”
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Research on Coordinated Control of Dynamic Reactive Power Sources of DC Blocking and Commutation Failure Transient Overvoltage in New Energy Transmission by Shuqin Sun, Zhenghai Yuan, Dezhi Chen, Zaihua Li, Xiaojun Tang, Yunting Song, Guanghao Zhou

“…The findings provide robust theoretical foundations and practical guidance for the refined parameter tuning and high-efficiency coordinated control of dynamic reactive power sources in renewable energy transmission systems.…”
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Enhancing students performance through dynamic personalized learning path using ant colony and item response theory (ACOIRT) by Imamah, Umi Laili Yuhana, Arif Djunaidy, Mauridhi Hery Purnomo

“…The parameters used to create the PLP include the initial module, targeted module, knowledge level, pretest score, and difficulty level. …”
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Computational Fluid Dynamics and Experimental Studies of a New Mixing Element in a Static Mixer as a Heat Exchanger by Konopacki Maciej, Kordas Marian, Fijałkowski Karol, Rakoczy Rafał

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Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system by Philipp Teutsch, Philipp Pfeffer, Mohammad Sharifi Ghazijahani, Christian Cierpka, Jörg Schumacher, Patrick Mäder

“…In recent years, data-driven deep learning models have gained significant importance in the analysis of turbulent dynamical systems. Within the context of reduced-order models, convolutional autoencoders (CAEs) pose a universally applicable alternative to conventional approaches. …”
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Equipment Fault Diagnosis Method Based on High-efficient Communication Federated Learning by LIU Jing, ZHAO Yichen, LIU Xinghua, WU Youxi, JI Haipeng

“…Firstly, a federated dynamic weighted balancing model was proposed, which dynamically adjusts the training frequency and uploaded parameter amount of the factory sub end, and improves communication efficiency by reducing communication time. …”
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Application of the mathematical modeling of the processes of geofiltration and geomigration at the deposits of mineral waters of IV group of complexity (Kislovodsk deposits of mine... by A. V. Malkov, I. S. Pomelyayko, V. F. Dubogrey, V. V. Khmel

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Design of Optimal Filter for Analog Signal by Roman Fedoryshyn, Sviatoslav Klos, Volodymyr Savytskyi, Yevhen Pistun, Miroslaw Woloszyn

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Time-domain finite-difference formulation for dynamic thermoelastic theory coupled with a dual-phase lag heat conduction model by Kaito MASUI, Masayuki ARAI

“…Our research group investigated the fundamental equations for simulating the propagation behavior of heat waves, which has been a major issue with the classical Fourier law. We focused on the dual-phase lag (DPL) model introduced by Tzou, and derived a partial differential equation that coupled it with the dynamic thermoelastic equation. …”
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Dynamic Study on a Passive Damping Scheme for Permanent Magnet Electrodynamic Suspension Vehicle Utilizing Onboard Magnets End Effects by Shanqiang Fu, Mingang Chi, Anqi Shu, Junzhi Liu, Shuqing Zhang, Hongfu Shi, Zigang Deng

“…However, the weak damping characteristic remains a critical issue limiting its practical implementation. This work investigates a passive damping plate utilizing the end field of onboard magnets, focusing on magnet-damping plate optimization and vehicle dynamics. …”
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A Comprehensive Model and Experimental Investigation of Venting Dynamics and Mass Loss in Lithium-Ion Batteries Under a Thermal Runaway by Ai Chen, Resul Sahin, Marco Ströbel, Thomas Kottke, Stefan Hecker, Alexander Fill

“…By incorporating experiments with LG^®-INR18650-MJ1 cells, the model specifically aimed to accurately predict critical TR parameters, including temperature evolution, internal pressure changes, venting phases, and mass loss dynamics. …”
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Impact of Reduced Chemical Fertilizer and Organic Amendments on Yield, Nitrogen Use Efficiency, and Soil Microbial Dynamics in Chinese Flowering Cabbage by Jiaxin Xu, Jianshe Li, Xia Zhao, Zhen Liu, Hao Xu, Kai Cao, Lin Ye

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Laboratory studies of slip along faults as a physical basis for a new approach to short-term earthquake prediction by G. G. Kocharyan, I. V. Batukhtin

“…Dynamic stiffness of a fault zone seems to be an appropriate parameter. …”
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Forest Fire Detection Algorithm Based on Improved YOLOv11n by Kangqian Zhou, Shuihai Jiang

“…To address issues in traditional forest fire detection models, such as large parameter sizes, slow detection speed, and unsuitability for resource-constrained devices, this paper proposes a forest fire detection method, FEDS-YOLOv11n, based on an improved YOLOv11n model. …”
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Discrete Multi-Objective Grey Wolf Algorithm Applied to Dynamic Distributed Flexible Job Shop Scheduling Problem with Variable Processing Times by Jiapeng Chen, Chun Wang, Binzi Xu, Sheng Liu

“…Moreover, a hybrid initialization scheme, discrete crossover, and mutation operations are designed to generate a high-quality initial population and update the wolf pack, enabling GWO to effectively solve the distributed flexible job shop scheduling problem. Based on the parameter sensitivity study and a comparison with four algorithms, the algorithm’s stability and effectiveness in both static and dynamic environments are demonstrated. …”
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