Integrated Machine Learning and Region Growing Algorithms for Enhanced Concrete Crack Detection: A Novel Approach by Wenxuan Yao, Hui Li, Yanlin Li

“…Compared with the deep learning method, the recognition accuracy of SSIM is decreased by 5.96%, but it takes less resources and has high efficiency.…”
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Fluidization expansion of novel generation dense medium and flow regime transition in gas-solid separation fluidized bed by Chenyang Zhou, Yuemin Zhao, Chengguo Liu, Yanjiao Li, Zhonglin Gao, Xuchen Fan, Tatiana Aleksandrova, Chenlong Duan

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СOMBINED LABORATORY ABRASION TEST OF WORKING TOOLS MATERIALS by S. A. Sidorov, S. N. Potkin, D. A. Mironov, I. V. Liskin

“…The authors developed the method of a research of materials wear with use of two stands. …”
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Effects of The Shell Thickness On The Directional Deformation And Buckling On The Cylindrical Steel Water Tanks Under The Kobe Earthquake Loading by Ahmet Celal Apay, Ali İhsan Çelik, Mehmet Metin Köse, Tahir Akgül

“…Dimensions of cylindrical open-top, flat-closed and torispherical-closed top tanks were determined for 3D-finite element method (FEM) models in an ANSYS workbench software. …”
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The Effectiveness of Instruction Based on the Four-Component Instructional Design (4C-ID) Model on Meaningful Learning and Critical Thinking in Sixth-Grade Students of Ardabil by Nader Heidari Raziabad, Vahid Rahimzadeh, Ali Khaleghkhah

“…The sample size was determined to be 40 students, using a non-random convenience sampling method from two sixth-grade classes in Ardabil. …”
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Application of UAV and satellite technologies for assessing phytophthora root rot severity in avocado orchards by S. Duncan, A. McLeod, C. Poblete-Echeverria

“…The current commercially accepted method for determining PRR severity in canopies consists of a visual estimation using the ‘Ciba-Geigy’ rating scale. …”
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Artificial Intelligence-Based Tools for Process Optimization: Case Study—Bromocresol Green Decolorization with Active Carbon by Gabriel Dan Suditu, Elena Niculina Drăgoi, Alexandra Georgiana Apostică, Andra Maria Mănăilă, Veronica Mădălina Radu, Adrian Cătălin Puițel, Mircea Teodor Nechita

“…Modeling and optimization strategies were employed to determine the working conditions leading to efficiency maximization. …”
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Development of a strain-specific PCR as a diagnostic tool for surveillance, detection, and monitoring of vancomycin-resistant Enterococcus faecium during outbreak by Artur J. Sabat, Lilli Gard, Monika A. Fliss, Viktoria Akkerboom, Robin F. J. Benus, Mariette Lokate, Andreas Voss, Erik Bathoorn

“…They enhance VREfm outbreak management by providing an efficient method for rapid screening. Application of strain-specific PCR based on WGS data is currently the most effective screening method during large, ongoing outbreaks.…”
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METHODOLOGICAL TOOLS FOR THE IMPLEMENTATION OF INFORMATION TECHNOLOGY FOR EXPERT ASSESSMENT OF THE QUALITY OF HEAVY AUTOMOBILE EQUIPMENT IN THE PROCESS OF ITS EXPLOITATION by Volodymyr Rudnytskyi, Amineh Hadi

“…Goal. Increasing the efficiency of the process of determining the model range of heavy automobile equipment, in terms of its operation, at the stage of initiating large-scale infrastructure projects, by creating a special methodological approach, and on its basis - an appropriate information technology for decision support. …”
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Structural Damage Detection Using an Unmanned Aerial Vehicle-Based 3D Model and Deep Learning on a Reinforced Concrete Arch Bridge by Mary C. Alfaro, Rodrigo S. Vidal, Rick M. Delgadillo, Luis Moya, Joan R. Casas

“…Additionally, it was determined that the left pillar in the southern area of the bridge presented the highest concentration of damage, which underlines the effectiveness of the method used.…”
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A Framework for Coverage Path Planning of Outdoor Sweeping Robots Deployed in Large Environments by Braulio Félix Gómez, Akhil Jayadeep, M. A. Viraj J. Muthugala, Mohan Rajesh Elara

“…Robots have been developed to address the limitations of traditional methods. Coverage Path Planning (CPP) is a critical function for these robots. …”
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Early Predictive Accuracy of Machine Learning for Hemorrhagic Transformation in Acute Ischemic Stroke: Systematic Review and Meta-Analysis by Benqiao Wang, Bohao Jiang, Dan Liu, Ruixia Zhu

“…ConclusionsCurrently, although several prediction methods for HT have been developed, their predictive values are not satisfactory. …”
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Dynamic overmodulation strategy based on torque and flux optimal tracking for DTC‐SVM of surface‐mounted PMSM drives by Peihe Li, Anwen Shen, Qipeng Tang, Xin Luo, Jinbang Xu

“…Therefore, to enhance the system tracking performance in the overmodulation region, an innovative overmodulation method based on torque and flux optimal tracking is proposed. …”
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Probabilistic phase labeling and lattice refinement for autonomous materials research by Ming-Chiang Chang, Sebastian Ament, Maximilian Amsler, Duncan R. Sutherland, Lan Zhou, John M. Gregoire, Carla P. Gomes, R. Bruce van Dover, Michael O. Thompson

“…Abstract X-ray diffraction (XRD) is a powerful method for determining a material’s crystal structure in high-throughput experimentation, and is widely being incorporated in artificially intelligent agents for autonomous scientific discovery. …”
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Nondestructive detection and classification of impurities-containing seed cotton based on hyperspectral imaging and one-dimensional convolutional neural network by Yeqi Fei, Zhenye Li, Tingting Zhu, Zengtao Chen, Chao Ni

“…This strategy provides an accurate and efficient method for removing impurities during cotton processing.…”
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Phase transition-like behaviors of propagation of passenger stranding phenomena in subway networks by Xinyi Li, Shengda Zhao, Liang Wang, Qing Wang, Xun Zhang, Fang Liu, Xiaodong Zhang, Daqing Gong, Xinghua Zhang

“…A nonlocal correlation pattern, key to PPS formation, is revealed using the eigen microstate method, alongside the local balance of demand and service and network topology. …”
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A novel research on network security situation prediction based on iteratively optimized RBF-NN by Yuqin Wu, Congqi Shen, Shungen Xiao, Wei Feng, Yexian Fan, Xiuzhuang Zhou

“…These improvements are achieved within a tolerable training time, making our method both efficient and effective for real-world NSS prediction tasks.…”
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Regional Coordination-Spatial Governance-Multi-network Integration Oriented Concept for Shenzhen Passenger Transport Hub System Construction by ZHANG Zhengjun, ZHOU Jun, LUO Yi, LIANG Duidui

“…[Method] First, an evaluation framework for the existing passenger transport hub system in Shenzhen is established to assess passenger travel demands and characteristics, the functional hierarchy and construction concepts of passenger transport hub system are clarified, and goals of the passenger transport hub system are proposed, including efficient and smooth domestic and international connectivity, promotion of regional coordinated development, support for efficient urban governance, and integrated multi-network transportation. …”
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An optimization approach for panel dimension design in underground coal mines by Tahir Mallı, Mustafa Emre Yetkin

“…Generally, coal production is provided by longwall method to maximize production extracting large panel blocks in underground. …”
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Modeling of Ultrasonic Flaw Detection Processes in the Task of Searching and Visualizing Internal Defects in Assemblies and Structures by B. V. Sobol, A. N. Soloviev, P. V. Vasiliev, A. A. Lyapin

“…Despite the many flaw detection methods available, there is a need for innovative developments that can provide higher accuracy and efficiency. …”
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