Binary Particle Swarm Optimization with Manta Ray Foraging Learning Strategies for High-Dimensional Feature Selection by Jianhua Liu, Yuxiang Chen, Shanglong Li

“…Somersault learning enables particles to adaptively search within a changing search range and allows the algorithm to fine-tune the selected features, which enhances the algorithm’s local search ability and improves the quality of the selected subset. …”
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Changes in the crystal lattice of nickel-titanium endodontic instruments as a result of autoclaving by Z. S. Khabadze, M. E. Balashova, A. V. Zoryan, El-Khalaf Ramiz Mohamed, S. M. Abdulkerimova, Yu. A. Bakaev, A. A. Kulikova

“…Probably the addition of steel affects the cutting ability of the protapers. Consequently, with a decrease of steel content, the cutting efficiency of nickel-titanium protapers also decreases, which negatively affects their cleaning ability. …”
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Choline Chloride Based Deep Eutectic Solvents as Promising Extractants of Flavonoids from Sedative Plant Composition by M. A. Dzhavakhyan, Yu. E. Prozhogina

“…The maximum yield of flavonoids was achieved by using a 50 % aqueous solution of DES based on choline chloride, glucose and water in a molar ratio of 2 : 1 : 1 at an extraction temperature of 60 °C.Conclusion. The extracting ability of the obtained DES in terms of the efficiency of flavonoid extraction exceeds the extracting characteristics of the classical extractant for the composition under study – 70 % ethanol. …”
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Folate-conjugated human serum albumin-encapsulated resveratrol nanoparticles: preparation, characterization, bioavailability and targeting of liver tumors by Bolin Lian, Mingfang Wu, Ziqi Feng, Yiping Deng, Chen Zhong, Xiuhua Zhao

“…The drug capsulation efficiency and drug loading efficiency were 98.36 and 14.66%, respectively. …”
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Developing an Optimal Antiviral Method for the Air-filtration System of Subway Stations by Dae Hoon Park, Jungho Hwang, Dongho Shin, Younghun Kim, Gunhee Lee, Inyong Park, Sang Bok Kim, Keejung Hong, Bangwoo Han

“…Moreover, we tested the pressure drop in the filter as well as its filtration efficiency and antiviral ability against aerosolized bacteriophage MS2 virus particles as a surrogate of the severe acute respiratory syndrome coronavirus 2 during dust loading. …”
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Large Language Model-Guided SARSA Algorithm for Dynamic Task Scheduling in Cloud Computing by Bhargavi Krishnamurthy, Sajjan G. Shiva

“…This integration of the LLM and SARSA for task scheduling provides better sampling efficiency and also reduces the bias in task allocation. …”
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An Enhanced Human Evolutionary Optimization Algorithm for Global Optimization and Multi-Threshold Image Segmentation by Liang Xiang, Xiajie Zhao, Jianfeng Wang, Bin Wang

“…Finally, a three-point guidance strategy based on Bernstein polynomials is proposed which enhances the local exploitation ability of the algorithm and effectively improves the efficiency of optimal threshold search. …”
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Effect of PGPR on growth and nutrient utilization of Elymus nutans Griseb at different temperatures. by Linling Ran, Haoyang Wu, Fei Xia, Yunyin Xue, Wei Wei, Junqiang Wang, Jinglong Wang, Shanshan Zhao, Shuang Yan, Hao Shi, Shaikun Zheng, Yu Zhang, Xiaoqin Qiu

“…Selective culture media were used to assess whether these strains possess plant growth-promoting abilities and to measure the magnitude of their plant growth-promoting ability. …”
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YOLO-DLHS-P: A Lightweight Behavior Recognition Algorithm for Captive Pigs by Changhua Zhong, Hao Wu, Junzhuo Jiang, Chaowen Zheng, Hong Song

“…Firstly, the C2f-DRB structure is introduced at the Backbone position, and the sizeable convolutional kernel is used to extend the receptive field to enhance the spatial perception ability of the model, and to enhance the network’s ability to capture spatial information while maintaining the number of learnable parameters and computational efficiency; The LSKA attention mechanism is then introduced to be integrated into the SPPF module to construct the SPPF-LSKA structure, which significantly improves the ability of the SPPF module to aggregate features at multiple scales; Then, the downsampling at the Neck position is optimised to the HWD algorithm, which reduces the spatial resolution of the feature map while retaining more useful information and reduces the uncertainty of the information compared with the downsampling method of the baseline model; finally, the Shape-IoU is used to replace the original CIoU, which significantly improves the detection efficiency and accuracy of the model without increasing the extra computational burden. …”
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An Automatic Heuristic Design Approach for Seru Scheduling Problem with Resource Conflicts by Rongxin Zhan, Jinhui Zhang, Zihua Cui, Jin Peng, Dongni Li

“…In current environments, production systems need the ability of quick response to face the volatile markets. …”
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Research on the Driving Mode Conversion for CBTC System Based onTrain-to-train Communication by ZHENG Yi, SHEN Tao, SUN Ye, SUN Ke

“…According to different system conditions and operating scenarios, CBTC system based on train-to-train communication needs the ability to establish and transform driving modes, which directly affects the operation safety and efficiency of urban rail transit system. …”
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STRUCTURAL RELIABILITY ANALYSIS METHOD BASED ON COLLABORATION-MEAN POINT CONSTRAINED ACTIVE LEARNING SURROGATE MODEL

“…The reliability of mechanical structures is crucial for their safe operation,to address the problem of low accuracy and low efficiency in reliability analysis of complex mechanical structures,a new active learning surrogate model based reliability analysis method was proposed.The spatial location characteristics of excellent fitting samples were studied and three constraints,such as surface constraint,distance constraint,and domain constraint,were proposed accordingly.Correspondingly,three control functions were established to achieve the three constraints.Then,three control functions were organically collaborated,and an effective new learning function,collaboration-mean point constrained learning(CPCL)function was proposed.Combined with the augmented radial basis function(ARBF),a collaboration-mean point constrained active learning surrogate model(ARBF+CPCL)reliability analysis method was established.Finally,three cases were employed to verify the high computational accuracy and computational efficiency of ARBF+CPCL reliability analysis method,and the application ability of ARBF+CPCL method in practical engineering cases was proved through the reliability analysis example of the turbine disk.…”
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Using the ANYLOGIC program for modeling processes using transformer containers by Yurgin I.V.

“…The main attention is paid to the analysis of the unique characteristics of the transformable container, including its ability to transform, mobile warehouse technology, as well as modification of Anylogic software tools to develop models for improving loading and unloading, transport, transshipment and warehouse operations, based on new technical design solutions containers that increase the efficiency of transport and technological systems. …”
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Artificial Intelligence And Enhancing Creativity In Graphic Design by Ghassan Zainal Mahmoud

“…Graphic design, which is characterized by its ability to provide smart and innovative suggestions and improvements to designers. …”
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The Galileo Institutional Repository as an Information Stock in the Training of Masters and Doctorates Focused on Industry 4.0 in the Amazon by Luiz Fernando Correia de Almeida

“…Experimental results demonstrate that the proposed technique successfully differentiates between normal and defective conditions across various load scenarios, enabling rapid and accurate fault detection. The system's ability to continuously assess transformers without interruptions enhances operational efficiency, lowers maintenance expenses, and increases the overall precision of the power grid. …”
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Design and Application of Railway Locomotive Maintenance Data Integration and Sharing Platform by ZHAO Chao, YANG Yongtao, LAN Fan

“…This shows the platform can help to promote multi-system data fusion and improve the informatization level, production efficiency and management ability of railway locomotive maintenance.…”
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Research on Low-carbon Development Path of Coal-fired Power Industry by Chunsheng ZHAO, Junjun YANG, Jing WANG, Liqiang DUAN

“…The coal-fired power industry will strive for more living space through low-carbon development paths, such as improving the energy efficiency of existing units, vigorously developing high-parameter generating units with high efficiency and ultra-low emission to replace small and medium-sized coal-fired units, actively promoting the application of low-carbon technologies, carrying out carbon neutralization and multi-generation, improving the flexible peak ability of coal-fired units, and strengthening the coupling development with renewable energy.…”
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GPU-based parallel programming for FEM analysis in the optimization of steel frames by Tevfik Oğuz Örmecioğlu, İbrahim Aydoğdu, Hilal Tuğba Örmecioğlu

“…The presented case studies revealed that the proposed solution’s efficiency increases as the number of members increases and confirmed the ability of the acceleration algorithm for optimization of large-scale frame structures and provided time efficiency.…”
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Optimization of English Online Learning Dictionary System Based on Multiagent Architecture by Ying Wang

“…As a universal language in the world, English has become a necessary language communication tool under the globalization of trade. Intelligent, efficient, and reasonable English language-assisted learning system helps to further improve the English ability of language learners. …”
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ORIENTATION SYSTEM OF PV PANELS AFTER SUN by GEORGE EDUARD HOLMAN, CIPRIAN AFANASOV

“…Finding the best solutions for increasing system efficiency and energy independence will be presented in this paper. …”
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