Automation of Optimization Synthesis for Modular Technological Equipment by Zaleta O. M., Povstyanoy O. Yu., Ribeiro L. F., Redko R. G., Bozhko T. Ye., Chetverzhuk T. I.

“…Also, appropriate software has to be developed. Our computer program is based on the algorithm of a complete search of all options of the technical system structure. …”
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Performance enhancement of gas cyclone with streamlined ports using CFD simulations by Moustafa M. Soliman, Yasser El-shaer, Khairy Elsayed, Mohamed A. Ibrahim

“…Abstract Cyclones are extensively utilized as gas-solid separators in many industries such as pharmaceuticals, food processing, and powder handling often use mini cyclones for efficient dust collection, air filtration, and contaminant separation in compact systems. …”
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Emulating grid-based forest carbon dynamics using machine learning: an LPJ-GUESS v4.1.1 application by C. Natel, D. M. Belda, P. Anthoni, N. Haß, S. Rabin, A. Arneth

“…<p>The assessment of forest-based climate change mitigation strategies relies on computationally intensive scenario analyses, particularly when dynamic vegetation models are coupled with socioeconomic models in multi-model frameworks. …”
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Roles of γAl2O3-H2O and γAl2O3-EG with thermal radiation on MHD flow across porous stretching-shrinking nonparallel channels by Rania Saadeh, Mohamed Kezzar, Mohamed Rafik Sari, Ahmed Qazza, Mohamed R. Eid, Essam M. Elsaid, Badria A.A. Yousif, Sahar Ahmed Idris

“…The study is innovative because it uses both analytic and computational techniques along with a porous radiated channel that contains nanofluid.…”
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Research on the Non-uniform Flow Characteristics in a Screw Mixed-flow Deep-sea Mining Pump by D. Ma, Z. Shen, W. Yang, F. Jiang, R. Li

“…The particle quantity changed consistently throughout the transportation process and was divided into a growth phase and a stable phase. …”
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Rapid Manufacturing Method of Cardiovascular Models for Experimental Flow Analysis by Jarrett Fowler, Andrew B. Robbins, Cathryn Gunawan, Andrew Jastram, Michael Moreno

“…The work described herein is focused on a unique design and fabrication process implemented to produce physical patient-specific models that replicate the original anatomy dimensions and compliance with optical properties consistent with clinical imaging techniques. …”
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Three-Dimensional Outdoor Object Detection in Quadrupedal Robots for Surveillance Navigations by Muhammad Hassan Tanveer, Zainab Fatima, Hira Mariam, Tanazzah Rehman, Razvan Cristian Voicu

“…By translating 2D bounding boxes into 3D object proposals, this approach not only enables the reuse of existing 2D detectors but also significantly increases the performance with less computation required, allowing for real-time detection. …”
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DDRNet: Dual-Domain Refinement Network for Remote Sensing Image Semantic Segmentation by Zhenhao Yang, Fukun Bi, Xinghai Hou, Dehao Zhou, Yanping Wang

“…The results on multiple datasets validate that our method outperforms the existing methods and achieves a good compromise between computational overhead and accuracy.…”
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A Method for Enhancing the Traffic Situation Awareness of Vessel Traffic Service Operators by Identifying High Risk Ships in Complex Navigation Conditions by Lei Zhang, Jiahao Ge, Floris Goerlandt, Lei Du, Tuowei Chen, Tingting Gu, Langxiong Gan, Xiaobin Li

“…This approach can assist VTSOs in executing a comprehensive and targeted monitoring process encompassing macro, meso, and micro aspects, thus boosting the efficacy of ship oversight, and mitigating traffic hazards.…”
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Optimal allocation of supercapacitor energy storage system capacity for mitigating wind power fluctuations by Ge Cao, Yifeng Dang, Shaoxiong Guo, Yan Liang, Rong Jia

“…The initial wind power curves are first analyzed and processed using empirical modal analysis to obtain a series of intrinsic modal functions at different frequencies, distinguishing between lowfrequency and high-frequency signals, which are reconstructed. …”
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Topology Optimization of a Milling Cutter Head for Additive Manufacturing by Ilídio Brito Costa, Bruno Rafael Cunha, João Marouvo, Daniel Figueiredo, Bruno Miguel Guimarães, Manuel Fernando Vieira, José Manuel Costa

“…An industrial eight-insert milling cutting tool was reimagined with conformal cooling channels and a lightweight topology-optimized structure. The design process considered LPBF constraints and was iteratively refined using computational fluid dynamics (CFD) and finite element analysis (FEA) to validate fluid flow and structural performance. …”
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Biaxial Non-Resonant Electromagnetically Driven Scanning Micromirror with Large Aperture by Tong Wang, Yu Jian, Chen Liu, Manpeng Chang, Xin Wang, Weimin Wang

“…The design is fabricated using a low-cost computer numerical control (CNC) milling process and exhibits application potential in fields such as LiDAR, projection display, and optical communication, providing a novel approach for performance optimization of large-aperture scanning micromirrors.…”
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Wearable Sensors-Based Intelligent Sensing and Application of Animal Behaviors: A Comprehensive Review by Luyu Ding, Chongxian Zhang, Yuxiao Yue, Chunxia Yao, Zhuo Li, Yating Hu, Baozhu Yang, Weihong Ma, Ligen Yu, Ronghua Gao, Qifeng Li

“…Considering that the computational demands and limited adaptability to complex field environments remain significant constraints, Tiny Machine Learning (Tiny ML) could present opportunities to guide future research toward practical, scalable behavioral monitoring solutions. …”
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DeepLabV3+-Based Semantic Annotation Refinement for SLAM in Indoor Environments by Shuangfeng Wei, Hongrui Tang, Changchang Liu, Tong Yang, Xiaohang Zhou, Sisi Zlatanova, Junlin Fan, Liping Tu, Yaqin Mao

“…Furthermore, a novel point cloud processing strategy featuring dynamic radius thresholding is developed to enhance annotation completeness and boundary precision. …”
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A Hybrid Deep Learning Model for Waste Detection and Classification Utilizing YOLOv8 and CNN by Ain Atiqa Mustapha, Sarah ‘Atifah Saruchi, Heru Supriyono, Mahmud Iwan Solihin

“…The findings indicate that this comprehensive method provides a hopeful resolution for tasks that require the precise and effective identification of objects, thereby making it a valuable addition to computer vision and deep learning. The research analyses the model’s structure, the training process, and the experimental outcomes, highlighting the advantages of combining YOLOv8 and CNN approaches to enhance the overall performance in tasks related to object recognition and classification.…”
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Eccentricity Parameters Identification for a Motorized Spindle System Based on Improved Maximum Likelihood Method by Wengui Mao, Chaoliang Hu, Jianhua Li, Zhonghua Huang, Guiping Liu

“…The search algorithm used in the maximum likelihood method to identify the eccentricity parameters of the electrospindle system is computationally intensive, and the sensitivity in the iterative process brings some numerical problems. …”
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Modeling of Blood Flow Dynamics in Rat Somatosensory Cortex by Stéphanie Battini, Nicola Cantarutti, Christos Kotsalos, Yann Roussel, Alessandro Cattabiani, Alexis Arnaudon, Cyrille Favreau, Stefano Antonel, Henry Markram, Daniel Keller

“…We developed a framework with three key components: coupling between the vasculature and synthesized astrocytic morphologies, a fluid dynamics model to compute flow in each vascular segment, and a stochastic process replicating the effect of astrocytic endfeet on vessel radii. …”
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Surgical treatment of a patient with a comminuted fracture of the scapula (clinical observations) by A. A. Prokhorov, S. V. Novikov, N. N. Karchebnyy, A. N. Mironov, M. A. Panin, A. S. Petrosyan, V. E. Dubrov

“…After a preliminary analysis of the computed tomography data, the surgical technique protocol and the choice of implants were determined. …”
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Replicability of a resting-state functional connectivity study in profound early blindness by Negin Nadvar, Negin Nadvar, Corinna Bauer, Corinna Bauer, Zahide Pamir, Zahide Pamir, Lotfi B. Merabet, Vincent Koppelmans, Vincent Koppelmans, James Weiland, James Weiland, James Weiland

“…Remarkably, the largest rsFC effects appeared to primarily belong to certain connection pairs, irrespective of the pipeline used, likely demonstrating immunity of the larger effects and the true results against suboptimal processing. This may highlight the significance of results verification across different computational streams in pursuit of the true findings.…”
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Meteorological drought using the Precipitation Condition Index in dry northeast Mexico during the 2000-2023 period by Víctor H. Domínguez-Meza, Ignacio González Gutiérrez, Wilberth A. Poot-Poot, Xóchitl C. Ramírez Campanur

“…Downloaded IMERG images were projected to WGS 84/ UTM14N, cropped in the shape of Tamaulipas and processed to compute the Precipitation Condition Index (PCI). …”
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