Plugging Experiments for Ceramic Filling Layer with Different Grain Sizes Under Gas–Water Mixed Flow for Natural Gas Hydrate Development by Xiaolong Zhao, Yizhong Zhao, Meng Mu, Aiyong Zhou, Haifeng Zhao, Fei Xie

“…However, the fine silt particles can easily cause blockages in the sand control medium, so the balance between sand control efficiency and gas production should be considered. …”
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Novel Data-Driven PDF Modeling in FGM Method Based on Sparse Turbulent Flame Data by Guihua Zhang, Jiayue Liu, Yuxin Wu, Guangxi Yue

“…The Flamelet Generated Manifold (FGM) method is widely employed in turbulent combustion simulations due to its high accuracy and computational efficiency. However, the model’s ability to capture turbulent combustion interactions is limited by the shape of the presumed probability density function (PDF) of the mixture fraction and progress variable. …”
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SAMU-Net: A dual-stage polyp segmentation network with a custom attention-based U-Net and segment anything model for enhanced mask prediction by Radiful Islam, Rashik Shahriar Akash, Md Awlad Hossen Rony, Md Zahid Hasan

“…The efficiency of SAMU-Net generated from four different datasets of colonoscopy images was examined. …”
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Methodology for Design and Analysis of Liquid-Cooled Heat Sinks in High-Power Density Inverters by Paulo H. A. S. Silva, Lucas R. Rocha, Paulo R. Eckert, Rodrigo P. Vieira

“…Power losses calculated in PLECs are used as a reference for experimental validation, where an electronic load emulates the heat dissipation of a 30 kW traction inverter with 99\% efficiency. Two liquid-cooled heat sink geometries—machined channels and a U-shaped serpentine design—are analyzed under various operational scenarios, including normal operation and failure modes in the cooling system. …”
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Deep Learning-Based Autonomous Navigation of 5G Drones in Unknown and Dynamic Environments by Theyab Alotaibi, Kamal Jambi, Maher Khemakhem, Fathy Eassa, Farid Bourennani

“…Experiments in the Gazebo environment demonstrated the efficiency of sensor fusion, and our proposal was the only one that perceived the entire environment, particularly above the drone. …”
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Land Target Detection Algorithm in Remote Sensing Images Based on Deep Learning by Wenyi Hu, Xiaomeng Jiang, Jiawei Tian, Shitong Ye, Shan Liu

“…These results demonstrate the enhanced detection performance and efficiency of the YOLOv5s-CACSD model, making it suitable for practical applications in land target detection for remote sensing imagery.…”
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CHEMICAL EQUILIBRIUM IN THE PROPIONIC ACID - ETHANOL - ETHYL PROPIONATE - WATER SYSTEM AND EXTRACTION PROCESSES WITH PARTICIPATION OF DEEP EUTECTIC SOLVENTS by M. A. Toikka, A. A. Samarov, A. A. Sadaev, A. A. Senina, O. L. Lobacheva

“…The analysis of the extraction properties of DES showed the highest efficiency of DES based on choline chloride and urea. …”
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Mechanical attributes of Swedish pea cultivars by Santanu Basu, Stina Gustafsson, Puneet Kumar, Subir Kumar Chakraborty, Roger Andersson

“…Our work will help plant breeders to find scientific insight for gene targeting for future crop development with better milling efficiency and pulse milling industry to adopt pea cultivar specific dehulling and milling process development.…”
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A Numerical Laboratory for Simulation of Flanged Reinforced Concrete Shear Walls by Alireza Khaloo, Mohammad Tabiee, Hatef Abdoos

“…The findings of the current study clearly demonstrates the robustness and efficiency of FlashLab in the behaviour simulation of flanged RC shear walls.…”
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Influence of Load Weight on Dynamic Response of Vibrating Screen by Yong-Zheng Jiang, Kuan-Fang He, Yong-Le Dong, Da-lian Yang, Wei Sun

“…The dynamic response of the vibrating screen has a great impact on the screening efficiency and fatigue life of the structures. For the conventional dynamic design, the consideration of the influence of load weight on dynamic response is lacking. …”
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Digital Newsroom Transformation: A Systematic Review of the Impact of Artificial Intelligence on Journalistic Practices, News Narratives, and Ethical Challenges by Alem Febri Sonni, Hasdiyanto Hafied, Irwanto Irwanto, Rido Latuheru

“…The key findings show a significant increase in the use of AI for news writing automation (73% of news organizations), data analysis (68%), and content personalization (62%). While AI improves efficiency and accuracy, 42% of studies reported concerns about reduced levels of nuance and context in AI-generated news. …”
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Impact of including a slab effect into a 2D RC frame on the seismic fragility assessment: A comparative study by Arada Ahmad Housam, Majid Taksiah A., Choong Kok Keong

“…Seismic engineering typically uses 2D modelling techniques in seismic analysis due to their computational efficiency and simplicity. Compared with 3D models with high accuracy, 2D models might underestimate or overstate seismic responses. …”
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On the Non-Dimensional Modelling of Friction Hysteresis of Conformal Rough Contacts by Kristof Driesen, Sylvie Castagne, Bert Lauwers, Dieter Fauconnier

“…Understanding and quantifying friction hysteresis is essential for improving the performance and efficiency of many sliding contacts. In this paper, we introduce six non-dimensional groups to characterize and study friction hysteresis behaviour for rough conformal sliding contacts. …”
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Changes in Research Trends and Topics on Carbon Neutrality Before and After the 2016 Paris Agreement by Insung Hwang, Woojun Jung, Keuntae Cho

“…Carbon neutrality has become a critical global objective that influences climate governance and shapes research trends, particularly in G20 nations. …”
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The Effect of Impactor Geometry on the Damage Patterns Generated by Low-Velocity Impacts on Composite Pressure Vessels by Shiva Rezaei Akbarieh, Dayou Ma, Claudio Sbarufatti, Andrea Manes

“…Its advantages include minimal greenhouse gas emissions (depending on origin), high efficiency, and widespread availability. Various storage methods have been developed, with high-pressure storage being currently among the most common due to its cost-effectiveness and simplicity. …”
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Ways to Reduce the Resistance Torque During the Disk Rotor Spinning and to Increase the Electromotive Force in the Transverse Magnetic Flux Generator in No-Load Mode by Yehorov A.V., Duniev O.O., Masliennikov A.M., Stamann M.

“…The neodymium permanent magnets help to improve generator efficiency and to decrease its mass-dimensional indicators. …”
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Magnetohydrodynamic Blood-Carbon Nanotube Flow and Heat Transfer Control via Carbon Nanotube Geometry and Nanofluid Properties for Hyperthermia Treatment by Nickolas D. Polychronopoulos, Evangelos Karvelas, Lefteris Benos, Thanasis D. Papathanasiou, Ioannis Sarris

“…Results show that increasing CNT concentration decelerates fluid flow and reduces heat transfer efficiency, while elongated CNTs and thicker nanolayers enhance conduction over convection, to the detriment of heat transfer. …”
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A lightweight multi scale fusion network for IGBT ultrasonic tomography image segmentation by Meng Song, Zhaoba Wang, Youxing Chen, Ya Li, Yong Jin, Bei Jia

“…To address these challenges, this paper constructs a dedicated IGBT ultrasonic tomography (IUT) dataset using Scanning Acoustic Microscopy (SAM) and proposes a lightweight Multi-Scale Fusion Network (LMFNet) aimed at improving segmentation accuracy and processing efficiency in ultrasonic images analysis. LMFNet adopts a deep U-shaped encoder-decoder architecture, with the backbone designed using inverted residual blocks to optimize feature transmission while maintaining model compactness. …”
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Calibration and optimization of discrete element method parameter of Pinus koraiensis seeds by Chun Wang, Zhizheng Hu, Xiangyu Liu, Hailin Kui, Yongchao Shao

“…DEM accuracy was validated further, showing that over 131 sub-spheres kept simulation error below 5% while ensuring computational efficiency. This study offers a reliable DEM and calibrated parameters for simulating cleaning, conveying, screening, feeding, and shell-breaking of P. koraiensis seeds, and serves as a reference for modeling other irregularly shaped agricultural materials.…”
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Electron beam-based direct writing of nanostructures using a palladium β-ketoesterate complex by Chinmai Sai Jureddy, Krzysztof Maćkosz, Aleksandra Butrymowicz-Kubiak, Iwona B. Szymańska, Patrik Hoffmann, Ivo Utke

“…This translates to an exceptional removal efficiency of about 90% for the ligand-constituting elements carbon and oxygen through electron-induced dissociation and desorption mechanisms. …”
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