Design and optimization of weed control mechanism with complex motion trajectory gear system by LIU Jiaodi, YAO Zhijie, ZHONG Chunyan, CHEN Qingli, ZHANG Xiaolong, QUAN Longzhe

“…Finally, the parameters of the gear train pendulum mechanism were optimized using a genetic algorithm to meet the agronomic weeding requirements.ResultsAdams simulation shows that the complex trajectory aligns with the theoretical model, verifying the feasibility of the gear train pendulum mechanism design.…”
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Enactivism, Health, AI, and Non-Neurotypical Individuals: Toward Contextualized, Personalized, and Ethically Grounded Interventions by Jordi Vallverdú

“…This expanded, revised version integrates insights on neurodiversity, mental health paradigms, and the ethical imperatives of AI deployment, thereby offering a more comprehensive roadmap for researchers, clinicians, and system developers alike.…”
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SETPOINT OPTIMIZATION FOR THE CONTROL SYSTEM OF THE MOTOR GRADER IN HEAVYLOAD MODE by V. A. Meshcheryakov, V. V. Weber

“…In addition, the authors suggest the control system structure with the optimal setpoint former and also develop the former operation algorithm.Discussion and conclusion. …”
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Short-Term Bus Passenger Demand Prediction Based on Time Series Model and Interactive Multiple Model Approach by Rui Xue, Daniel (Jian) Sun, Shukai Chen

“…Considering that passenger demand exhibits various characteristics in different time scales, three time series were developed, named weekly, daily, and 15 min time series. …”
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Transfer Function of a Time-Varying Control System Considering Actuator Inertia by Volt Avdieiev

“…Research Limitations / Future Research. The algorithm is for the case of TCS of a rocket motion in one plane developed. …”
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Fully Noncontact Wave Propagation Imaging in an Immersed Metallic Plate with a Crack by Jung-Ryul Lee, Jae-Kyeong Jang, Cheol-Won Kong

“…This study presents a noncontact sensing technique with ultrasonic wave propagation imaging algorithm, for damage visualization of liquid-immersed structures. …”
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Effect of Wear-Resistant Tape Layers on Torsional Characteristics of Unbonded Flexible Pipes Under Internal Pressure by LUO Chunmiao, FU Shixiao, ZHANG Mengmeng, CHEN Kunpeng, CUI Xiaoxuan

“…To improve the accuracy of torsion simulation and reduce the impacts on the practical applications of the pipelines, this paper focuses on the wear-resistant layer neglected in previous studies. Based on theoretical derivation, in combination with the finite element method, a correction algorithm for the torsional stiffness and elastic modulus of the tape layer is developed to investigate the effect of tape layer stacking on the overall torsion of the unbonded flexible pipe. …”
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Complex Network Analytics for Structural–Functional Decoding of Neural Networks by Jiarui Zhang, Dongxiao Zhang, Hu Lou, Yueer Li, Taijiao Du, Yinjun Gao

“…To overcome limitations of heuristic compression techniques, we develop a topology-sensitive adaptive pruning algorithm that evaluates critical paths via node strength centrality, preserving structural–functional integrity. …”
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Information and Communication Technologies in the Product Quality Management System of Industrial Enterprise by Vitalina Babenko, Liudmyla Yemchuk, Larysa Dzhulii, Hanna Tsymbaliuk, Olena Fridman, Lesia Bilorusets

“…This provided an opportunity to develop a scientific and methodological approach to the formation of an adaptive quality system capable of producing high quality products over a long period of time. …”
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Empirical Reduced-Order Modeling for Boundary Feedback Flow Control by Seddik M. Djouadi, R. Chris Camphouse, James H. Myatt

“…This paper deals with the practical and theoretical implications of model reduction for aerodynamic flow-based control problems. …”
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Verifiable Blockchain-Empowered Federated Learning for Secure Data Sharing in the Internet of Medical Things by Ping Guo, Shuilong Xu, Wenfeng Liang

“…An efficient verification mechanism is developed using a validation committee to filter out inadequate training results and maliciously uploaded gradients, thereby preventing Byzantine attacks and improving the security and efficiency of global model aggregation. …”
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Steam Generator for Hydrothermal Treatment of Agricultural Equipment by V. A. Gusarov, L. Yu. Yuferev

“…(Research purpose) To develop a biofuel system for cleaning machines, equipment and tools in the field. …”
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Balanced Truck Dispatching Strategy for Inter-Terminal Container Transportation with Demand Outsourcing by Yucheng Zhao, Yuxiong Ji, Yujing Zheng

“…An optimization model is developed to determine the optimal proactive outsourcing ratios for origin–destination terminal pairs and the appropriate fleet size of self-owned trucks, aiming to minimize total transportation costs. …”
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Fractional Derivative Technique for Modeling the Dynamics of Social Media Impacts by Munkaila Dasumani, Binandam S. Lassong, Isaac K. Adu, Fredrick A. Wireko, Stephen E. Moore

“…In addition, a numerical algorithm of the predictor–corrector type of the Adams–Bashforth method for determining the approximate solution of the model is developed and the results are discussed. …”
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Electrochemical Modeling Applied to Intercalation Phenomena Using Lattice Kinetic Monte Carlo Simulations: Galvanostatic Simulations by E. Maximiliano Gavilán-Arriazu, Andrés Ruderman, Carlos Bederian, Eduardo Moran Vieyra, Ezequiel P. M. Leiva

“…To accomplish this, we explain the electrochemical background, linking the continuum scale with the microscopic events of discrete simulations. A comprehensive theoretical approach developed in a previous work is used as a reference for this aim. …”
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Optimal Dynamic Reserved Bandwidth Allocation for Cloud-Integrated Cyber-Physical Systems by Guanlin Wu, Weidong Bao, Xiaomin Zhu, Wenhua Xiao, Ji Wang

“…Theoretical analysis of performance proves advantages and shows that the algorithm has the ability to solve the complicated dynamic bandwidth allocation problems for multiple CPS services in practical CCPS. …”
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Optimal Coordinated Flood Control Scheduling of Three Gorges and Qingjiang Cascade Reservoirs by ZHAO Hui, ZHU Yu-xin, LIU Yuan, HUANG Bin, PANG Shu-sen, HUANG Di

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Multi-Dimensional Motion Parameter Estimation of a Rotating Object Based on Orbital Angular Momentum by Bowen He, Kun Tang, Guiping Jin, Yuehui Cui

“…In the frequency domain, a dynamic sparse step-size matching algorithm is developed to determine the rotational direction and the angular velocity simultaneously. …”
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Interpersonal counselling for adolescent depression delivered by youth mental health workers without core professional training: the ICALM feasibility RCT by Jon Wilson, Viktoria Cestaro, Eirini Charami-Roupa, Timothy Clarke, Aoife Dunne, Brioney Gee, Sharon Jarrett, Thando Katangwe-Chigamba, Andrew Laphan, Susie McIvor, Richard Meiser-Stedman, Jamie Murdoch, Thomas Rhodes, Carys Seeley, Lee Shepstone, David Turner, Paul Wilkinson

“…The adapted intervention for adolescents was recently developed and piloted in a single-arm study by members of the research team. …”
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Method for Distinguishing the Digital Images in Different Formats by Kobozeva A.A., Bobok I.I., Kushnirenko N.I.

“…The obtained estimations are independent of the quali-ty factor used when the image was initially saved in a lossy format. The developed algorithm is more efficient than almost all modern analogues, except for the prototype one. …”
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