Research on Assembly Sequence Planning of Large Cruise Ship Cabins Based on Improved Genetic Algorithm by Liyang Ju, Xiaoyuan Wu, Yixi Zhao, Jianfeng Liu, Kun Liu

“…Compared with traditional genetic algorithms, this improves computational efficiency and solves complex problems in a better manner. …”
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The shielding effect of SH wave propagation in porous unidirectional infinite enclosed structure by Zhiyu Fan, Hui Qi, Runjie Yang, Hao Wu, Yufeng Zhang, Jing Guo

“…The wave dynamics within the porous unidirectional infinite enclosed structure involve the coupling of multiple scattering wave fields under complex boundary conditions. With specific frequency bands and structural designs, optimal absorption and shielding effects can be achieved. …”
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WEATHER RISKS AS DRIVERS OF STRUCTURAL SHIFTS IN AGRICULTURE IN THE RUSSIAN FEDERATION by Marina Yevgenievna KADOMTSEVA, Andrej Vladimirovich BOGDANOV

“…The authors put forward a hypothesis about the significance of the factor of dangerous weather phenomena in the system of climatic factors that determine the level of agricultural production development and structural changes in the branches of the agro-industrial complex. The scientific task, to which the study is directed, is to establish a causal relationship between climatic parameters and production and economic indicators of the efficiency of the crop sub-sector. …”
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Lithology Identification of Buried Hill Reservoirs Based on Support Vector Machine by GAO Yongde, WU Jinbo, SUN Dianqiang

“…As an unconventional reservoir, the potential mountain bedrock reservoir presents significant challenges for lithology identification compared to traditional clastic reservoirs due to its complex bedrock structure, tectonic features, chemical composition and mineralogy. …”
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Deep(er) reconstruction of imaging Cherenkov detectors with swin transformers and normalizing flow models by C Fanelli, J Giroux, J Stevens

“…Fast reconstruction algorithms are essential for near real-time alignment, calibration, data quality control, and efficient analysis. At the future electron–ion collider (EIC), the ePIC detector will feature a dual Ring Imaging Cherenkov (RICH) detector in the hadron direction, a Detector of Internally Reflected Cherenkov (DIRC) in the barrel, and a proximity focus RICH in the electron direction. …”
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Energy Trading in Local Energy Markets: A Comprehensive Review of Models, Solution Strategies, and Machine Learning Approaches by Sania Khaskheli, Amjad Anvari-Moghaddam

“…This classification examines various algorithms for energy transactions considering the agent type, learning methods, policy, state space, action space, and action selection for state, action, and reward function outputs. …”
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EtHgSC: Eigen Trick-Based Hypergraph Stable Clustering Algorithm in VANET by Mays Kareem Jabbar, Hafedh Trabelsi

“…To achieve high stability for the VANET, this paper presents a new efficient Eigen-trick-based hypergraph stable clustering algorithm (EtHgSC). …”
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Research progress on SCR catalysts for the synergistic removal of NO and VOCs from coal-fired power plants flue gas: A review by CHEN Yin, LIAO Yanfen*, MA Xiaoqian

“…Synergistic NO and VOCs removal from coal-fired power plants flue gas in the SCR zone can efficiently cut treatment costs, which needs scientific investigation and is of environmental benefits. …”
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Research on Spam Filters Based on NB Algorithm by Su Shengyue

“…The SpamAssassin dataset is used in this study to explore the use of the Naive Bayes (NB) algorithm for spam detection. The algorithm demonstrated high accuracy and efficiency in classifying large-scale text data, achieving an accuracy of 97.74%, a recall rate of 96.60%, and a precision rate of 96.8%, with an F1 score of 0.97. …”
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Health classification of pumps using transformer-based deep learning by Arunachalam Shivaa T V, Jayaprasanth Devakumar, Arunshankar Jayabalan

“…These DL models excel at understanding complex temporal and spatial patterns in sensor data, essential for accurate fault detection. …”
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A Real-Time High-Resolution Multi-Focus Image Fusion Algorithm Based on Multi-Scale Feature Aggregation by Huawei Chen, Xingkai Du, Hongchuan Huang, Tingyu Zhao

“…We propose an efficient high-resolution real-time multi-focus image fusion algorithm based on multi-aggregation. we use a difference of Gaussians image and a Laplacian pyramid for focused region detection. …”
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Deep learning-driven medical image analysis for computational material science applications by Li Lu, Mingpei Liang

“…However, its application in computational material science remains underexplored, despite the increasing need for automated microstructure analysis and defect detection. Traditional image processing methods in material science often rely on handcrafted feature extraction and threshold-based segmentation, which lack adaptability to complex microstructural variations. …”
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Hardware and Software Methods for Secure Obfuscation and Deobfuscation: An In-Depth Analysis by Khaled Saleh, Dirar Darweesh, Omar Darwish, Eman Hammad, Fathi Amsaad

“…While various techniques exist to enhance software and hardware security, including encryption, native code, and secure server-side execution, obfuscation emerges as a preeminent and cost-efficient solution to address these challenges. Obfuscation purposely converts software and hardware to improve complexity for probable adversaries, targeting obscure realization operations while preserving safety and functionality. …”
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Cu2+/Cu+ redox-cycling-driven dual-mode sensor for simultaneous monitoring of acetylcholinesterase activity and pesticide exposure by Sitong Lai, Sitong Lai, Kunhui Sun, Kunhui Sun, Yun Wu, Xueyuan Wu, Yiqi Yan, Yiqi Yan, Guojing Liu, Xiaoyi Liu, Yuanyuan Ge, Lina Zeng, Ziyu Guo, Shuhong Wang, Ping Wang, Bing Wang, Han Zhang, Xie-an Yu

“…IntroductionThe procedural complexity and time-consuming of conventional pesticide residue detection methods in traditional Chinese medicines (TCMs) significantly impeded their application in modern systems. …”
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High-Coverage Profiling of Hydroxyl and Amino Compounds in Sauce-Flavor Baijiu Using Bromine Isotope Labeling and Ultra-High Performance Liquid Chromatography–High-Resolution Mass... by Zixuan Wang, Youlan Sun, Tiantian Chen, Lili Jiang, Yuhao Shang, Xiaolong You, Feng Hu, Di Yu, Xinyu Liu, Bo Wan, Chunxiu Hu, Guowang Xu

“…<b>Conclusions</b>: These results demonstrate that the established method is efficient for the comprehensive analysis of hydroxyl and amino compounds in complex food matrices. …”
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TOPSIS method-based decision-making model for bipolar quadripartitioned neutrosophic environment by G. Muhiuddin, Mohamed E. Elnair, Satham Hussain S, Durga Nagarajan

“…In the domain of renewable energy, selecting the most suitable energy source involves navigating complex decision-making processes influenced by multiple criteria and inherent uncertainties. …”
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Translational analysis of data science and causal learning in real-world clinical evaluation of traditional Chinese medicine by Wei Yang, Danhui Yi, XiaoHua Zhou, Yuanming Leng

“…Intelligent data science improves efficiency and accuracy for implementing RWCE-TCM. The proposed data science methodology for TCM can handle complex data, ensure high-quality RWD acquisition and analysis, and provide in-depth insights into clinical benefits of TCM. …”
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Determination of Tacrolimus in Plasma by Paper Spray In-situ Mass Spectrometry Based on Multistage Fragmentation by Fei PAN, Shuang YANG, Zi-yu QU, Di ZHANG, Chun-xia WANG, Hong-bin ZHEN, Zi-hong YE, Xin-hua DAI, Xiang FANG, Hai-di JIANG, Jie XIE, You JIANG

“…This method was applied to monitor tacrolimus levels in 20 plasma samples, with concentrations ranging from 5.62 to 36.75 μg/L and RSD between 1.75% and 14.41%, indicating that the method has good precision and can meet the needs of clinical blood drug concentration monitoring. The entire detection process only takes 1 min to obtain quantitative results, and in scenarios requiring rapid detection of blood drugs, this method is expected to become an efficient alternative, with the potential to be applied to the concentration monitoring of other immunosuppressants.…”
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Ultrasonic Inspection Design and Application for Maincoolant Pipes of Third-Generation Nuclear Power Plants by Maocheng Hong, Xiaobing Zhang

“…To address these challenges, the paper introduces a lightweight, high-load automatic ultrasonic scanner designed to improve inspection efficiency in complex environments. This scanner uses advanced ultrasonic testing technology to efficiently inspect welds in confined spaces. …”
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Advancements in Ku Band Resonator Composite Right/Left-Handed (CRLH) Metamaterials: Design, Analysis, and Applications by Mustafa Mahdi Ali, Enrique Márquez Segura, Taha A. Elwi

“…The numerical demonstration based on different numerical approaches, including HFSS, is mainly highlighted to quantify the efficiency of CRLH structures. In the end, it stated the present difficulties and the future work perspectives of the field, which explains the necessity of using complex applications and innovative design techniques to take advantage of all opportunists presented by CRLH in the Ku-band applications. …”
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