Some aspects of automation of water consumption accounting by Khushvaktov Saydulla, Djumanov Jamoljon, Anorboev Erkin, Mamirov Farrukh, Abdullaev Bakhromjon, Gafforova Mushtariybonu, Gafarova Aziza

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A fast retrieval method for multilevel redundant data in grid resource business middle office based on improved decision tree algorithm by Wei Sun, Hui Liu, Yu Wang, Weihao Shi, Xiao Wang, Zhiwei Zou

“…The ant colony algorithm optimizes the pruning parameters of the decision tree model, and after obtaining optimal pruning parameters, processes the grid resource business middle-platform data decision tree to generate an improved version. …”
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Structure and classification of e-business models by V.О., S.V.

“…The business model is defined as a simplified representation of the mechanism for carrying out activities. Since the digitalization of business processes occurs through the active introduction of information and communication technologies, Big Data, cloud technologies, usually with the use of artificial intelligence, digitalization of business processes is taking place, there is a need to optimize, transform existing and develop new business models. …”
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Multimodal fusion transformer network for multispectral pedestrian detection in low-light condition by Gong Li, Guoyin Ren, Jingyu Wang, Mobing Zhi, Zhijie Yu, Bo Jiang, Haoliang Guan, Qidan Guo

“…This limitation is addressed by Transformers through their self-attention mechanism, which effectively captures global dependencies in sequential data and excels in processing such data. …”
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Low frequency oscillations – neural correlates of stability and flexibility in cognition by Julia Ericson, Nieves Ruiz Ibáñez, Mikael Lundqvist, Torkel Klingberg

“…Our findings suggest a cognitive control mechanism, where selective transitions between large-scale networks optimize information flow, enabling both stable and flexible visual representations.…”
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Investigation of cutting tool and workpiece positioning precision as a critical factor in enhancing machining accuracy by Turaeva Umida, Juraev Musurmon, Urinov Nodir, Khodjayeva Nodira, Ismailov Erkinbay

“…This paper investigates the critical role of positioning precision in machining processes and explores advanced methodologies and technologies for optimizing tool and workpiece alignment to achieve superior manufacturing outcomes. …”
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A parameter centric service discovery framework for social digital twins in smart City by Farhan Amin, Salabat Khan, Gyu Sang Choi, Muhammad Ali Abid, Isabel de la Torre, Elisabeth Caro Montero, Irene Delgado Noya

“…The proposed model emphasizes efficiency by optimizing the service discovery through reduced social graph traversal (i.e., fewer hops), consideration of the service types, and integration of caching mechanisms. …”
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Multi-Omics Investigation of Fatty Acid Content Variations in Common Carp (<i>Cyprinus carpio</i>) Muscle: Integrating Genome, Transcriptome, and Lipid Profiling Data by Kaikuo Wang, Qi Wang, Yingjie Chen, Yiming Cao, Ran Zhao, Shuangting Yu, Xiaoqing Sun, Yan Zhang, Jiongtang Li

“…Despite extensive research on the metabolic processes of FAs, the primary processes underlying FA content variation and corresponding regulatory mechanisms remain largely unexplored. …”
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Blockchain in trade finance: The Good, the Bad and the Verdict by Tarik Kellaf

“… This study explores the potential of blockchain technology to optimize trade finance processes and to address inefficiencies and fraud risks in centralized systems that contribute to a growing global trade finance gap, particularly affecting SMEs. …”
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The Strategy and Application of Gene Attenuation in Metabolic Engineering by Yahui Zhang, Zhaoxia Jin, Linxia Liu, Dawei Zhang

“…Its core focus is on precisely modulating metabolic pathways to achieve efficient, sustainable, and environmentally friendly biomanufacturing processes, offering new possibilities for societal sustainable development. …”
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Machine learning-based evaluation of performance of silicon nitride waveguide fabrication: Gradient-boosted forests for predicting propagation and bend excess losses by Hinum-Wagner Jakob Wilhelm, Hoermann Samuel Marko, Feigl Gandolf, Schmidt Christoph, Kraft Jochen, Bergmann Alexander

“…The propagation and bend excess loss characteristics of silicon nitride strip waveguides at an 850 nm wavelength were explored in this study. The aim was to optimize fabrication processes using machine learning, particularly gradient-boosted forests, to achieve low-loss photonic integrated circuits (PICs) and accurately predict the losses. …”
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Tracking Control of CSTRs Based on Improved OU Noise and the TD3 Algorithm by Hongyan Shi, Xiaofei Wu, Guogang Wang

“…To enhance exploration capabilities and convergence speed, fractional-order characteristics and a reward feedback mechanism are introduced into the OU noise, dynamically adjusting noise intensity to improve adaptability to complex states and optimize the exploration strategy of the TD3 algorithm. …”
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A statistically predictive heat transfer rate model in a radiative magnetized hybrid nanofluid flow with dissipation over a sheet elongating exponentially: Combined RSM &amp; ANOVA by Rupa Baithalu, S.R. Mishra, Subhajit Panda

“…Innovative advancements in the mechanism of heat transfer require the utility of hybridised fluids have revolutionized thermal enhancement due to diversified applications from the cooling of electronic devices to energy systems. …”
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Is Western Diet Harmful for Male Fertility? A Review of Fact or Fiction by Soheila Pourmasumi, Seyed Mojtaba Heydari Khoormizi, Mehrnoosh Mehrabian

“…In conclusion, the western diet is not an optimal nutritional pattern for male fertility potential; while a significant factor driving the increased adoption of the western diet can be the profitdriven practices of large food processing companies that heavily promote processed foods and sugary beverages. …”
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Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning by Qianli Si, Shoichi Matsuda, Yasunobu Ando, Toshiyuki Momma, Yoshitaka Tateyama

“…To reduce data complexity and improve model efficiency, the input by selecting specific frequency points based on SHAP values is further optimized. The optimized models exhibit comparable or improved accuracy compared to those using the whole EIS data and have reasonable performance on unseen test data. …”
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Counterion-Mediated Assembly of Fluorocarbon–Hydrocarbon Surfactant Mixtures at the Air–Liquid Interface: A Molecular Dynamics Study by Xiaolong Quan, Tong Tong, Tao Li, Dawei Han, Baolong Cui, Jing Xiong, Zekai Cui, Hao Guo, Jinqing Jiao, Yuechang Wei

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Defect Detection Method of Carbon Fiber Unidirectional Band Prepreg Based on Enhanced YOLOv8s by Weipeng Su, Mei Sang, Yutong Liu, Xueming Wang

“…The proposed model respectively integrates two attention mechanisms, a Global Attention Mechanism (GAM) and a Deformable Large Kernel Attention (DLKA) Mechanism, into the architecture of YOLOv8s, which is a lightweight version of YOLO optimized for speed. …”
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Assessing Human Factors in Virtual Reality Environments for Industry 5.0: A Comprehensive Review of Factors, Metrics, Techniques, and Future Opportunities by Oscar Escallada, Ganix Lasa, Maitane Mazmela, Ainhoa Apraiz, Nagore Osa, Hien Nguyen Ngoc

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Metabolic activity of B. subtilis and B. bifidum when cultivated on grain nutrients by Svazlyan Gayane, Popov Viktor

“…The obtained results make it possible to form scientifically based approaches to the use of probiotics and their metabolites, in order to increase the productivity of farm animals by optimizing digestive processes and strengthening their immune system.…”
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Low-Threshold 4/5 Octave-Spanning Mid-Infrared Frequency Comb in a LiNbO<inline-formula><tex-math notation="LaTeX">$_3$</tex-math></inline-formula> Microresonator by Weichen Fan, Zhizhou Lu, Wei Li, Xinyu Wang, Mengyao Zhou, Weiqiang Wang, Qibing Sun, Guoxi Wang, Dong Cheng, Leiran Wang, Wenfu Zhang, Wei Zhao

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