A Multi-Branch Convolution and Dynamic Weighting Method for Bearing Fault Diagnosis Based on Acoustic–Vibration Information Fusion by Xianming Sun, Yuhang Yang, Changzheng Chen, Miao Tian, Shengnan Du, Zhengqi Wang

“…Rolling bearings, as critical components of rotating machinery, directly affect the reliability and efficiency of the system. Due to extended operation under high load, harsh environmental conditions, and continuous use, bearings become more susceptible to failure, leading to a higher likelihood of malfunction. …”
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XR-Driven Robotic System Training for Occupational Health, Safety, and Maintenance by Yunus Emre Esen, Berk Kaan Cetincan, Kubra Yayan, Huseyin Guray Gurlek, Ugur Yayan

“…Scenario-based performance showed the average scores in health and safety tasks (72 points), while robotic system operations (60 points) and maintenance (54 points) reflected increasing task complexity. Despite moderate cognitive demands, the platform effectively balanced mental effort with engagement, providing an accessible and effective training experience. …”
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ML-AMPSIT: Machine Learning-based Automated Multi-method Parameter Sensitivity and Importance analysis Tool by D. Di Santo, C. He, F. Chen, L. Giovannini

“…<p>The accurate calibration of parameters in atmospheric and Earth system models is crucial for improving their performance but remains a challenge due to their inherent complexity, which is reflected in input–output relationships often characterised by multiple interactions between the parameters, thus hindering the use of simple sensitivity analysis methods. …”
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Bandwagon effect, free-rider effect, tragedy of the commons: collaborative governance of marine pollution by Yu Gu

“…Traditional governance models struggle to effectively address the complexity of trans-regional and cross-sectoral pollution sources. …”
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Numerical insights into enhanced heat transfer mechanisms in TiO2-Au ethylene glycol nanofluids within Darcy porous media using fractional calculus by Mumtaz Khan, Dianchen Lu, Mudassar Imran, Muhammad Shoaib Anwar

“…The complex fractional partial differential equations governing the system are solved numerically using the finite difference method in combination with the L1 algorithm, ensuring an efficient and accurate solution process. …”
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Syntactic Analysis of Spatial Structure Characteristics of Traditional Villages Along the Yellow River in Western Shanxi Province by Chenge GAO, Fang WANG

“…ObjectiveTraditional villages are typical carriers for examining the genetic makeup and cultural lineage of the Chinese nation and reflecting the interaction between human and nature. …”
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Numerical simulation study on the damage characteristics of water jet impact in drill holes with gangue coal rock by Yabin Gao, Shaoqi Zhang, Junyu Hong, Jing Cao, Mengbo Li

“…The results of this research provide a crucial theoretical foundation for understanding the fracturing behavior of coal rock under complex geological conditions. Furthermore, they lay a solid groundwork for optimizing the drilling and water jet coal rock fracturing process, as well as for developing efficient gas extraction technologies.…”
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Comprehensive Adaptive Enterprise Optimization Algorithm and Its Engineering Applications by Shuxin Wang, Yejun Zheng, Li Cao, Mengji Xiong

“…Overall, through the coordinated implementation of multiple optimization strategies, the CAED algorithm exhibits high precision, strong robustness, and rapid convergence when searching in complex solution spaces. As such, it offers an efficient approach for solving various engineering optimization problems.…”
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Comparative analysis of distinct phenotyping methods for assessing wheat resistance and pathogen virulence among Fusarium species causing head blight disease by Vahideh Rafiei, Liza DeGenring, Erin M. Schwister, James Mitch Elmore, Mukesh Dubey, Magnus Karlsson, Milton T. Drott

“…The high variability in virulence within the complex of Fusarium spp and the lack of efficient high-throughput screening methods have impeded the development of resistant cultivars and made large-scale virulence testing labor-intensive and time-consuming. …”
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A Validation Tool (VaPCE) for Postcoordinated SNOMED CT Expressions: Development and Usability Study by Tessa Ohlsen, Viola Hofer, Josef Ingenerf

“… Abstract BackgroundThe digitalization of health care has increased the demand for efficient data exchange, emphasizing semantic interoperability. …”
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Objective Feedback Recommendation in Multicriteria Large-Group Emergency Decision-Making by D. D. Orshella, N. A. Masruroh, H. M. Arini

“…In emergencies, a comprehensive solution must be determined using large-group emergency decision making (LGEDM), which relies on the perspectives of experts from various fields. The inherent complexity and uncertainty of these situations necessitate the adoption of multicriteria decision-making approaches. …”
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Participatory Democracy in Reforming the Way of Political Organization of Contemporary Society - European Models by Валентина Урсу

“…Active citizenship, generated by civic culture, and participatory democracy organize the principles of claiming and securing the rights of the poor and the excluded, the formation of efficient national systems that sufficiently reflect the particularities of contemporary processes. …”
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A Hybrid Path Planning Algorithm for Orchard Robots Based on an Improved D* Lite Algorithm by Quanjie Jiang, Yue Shen, Hui Liu, Zohaib Khan, Hao Sun, Yuxuan Huang

“…These results confirm the method’s strong applicability in complex, constrained orchard environments and its potential as a foundation for efficient, safe, and fully autonomous agricultural robot operation.…”
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Econometric analysis of the use of biological assets in agricultural organizations by A. O. Ovcharov, A. M. Terekhov

“…However, it is it that it quantifies the complex links between economic variables (including biological assets) that characterize agricultural activities.…”
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Fractal Analysis of Organic Matter Nanopore Structure in Tectonically Deformed Shales by Mingliang Liang, Min Dong, Zongxiu Wang, Kaixun Zhang, Xiaoshi Li, Xingqiang Feng

“…These findings offer a framework for predicting gas storage and flow dynamics in tectonically complex shale reservoirs. For instance, in areas with different tectonic deformation styles, we can better evaluate the gas storage capacity and production potential of shale reservoirs according to the obtained fractal characteristics, which is of great significance for efficient shale gas development.…”
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The borehol wall image digital description method of the overlying rock structural planes evdution process in deep mining by Jinchao WANG, Junpeng ZOU, Shenghai LI, Chao WANG, Xiaobin LI

“…Understanding the movement patterns of mining-affected strata in deep environments will assist in improving the intelligent prevention and control of mine disasters, thereby ensuring the safe and efficient exploitation of deep resources. MethodsTargeting the complex and diverse forms of the overburden’s structural planes in deep mining, as well as a lack of characterization methods tailored to the evolutionary process of the structural planes, this study proposed a digital characterization method based on borehole wall images. …”
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Adaptive Equalizer Using Selective Partial Update Algorithm and Selective Regressor Affine Projection Algorithm over Shallow Water Acoustic Channels by Masoumeh Soflaei, Paeiz Azmi

“…We apply experimental data from Strait of Hormuz for examining the efficiency of the proposed methods over shallow water channel. …”
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CONSIDERATIONS REGARDING THE MANAGEMENT OF ORGANIZATIONAL CULTURE AT THE LEVEL OF PROFFESIONAL EMERGENCY SERVICES IN WESTERN ROMANIA by Irina VASTAG (VLĂDUŢESCU)

“…No organization can be led efficiently if it is unaware of true values. Starting from this aspect, this study aims to analyse the organizational culture of professional emergency services in the Western part of Romania, a complex, social, formal, well organized and coordinated structure. …”
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Stock Price Prediction in the Financial Market Using Machine Learning Models by Diogo M. Teixeira, Ramiro S. Barbosa

“…The complexity of advanced models such as XGBoost and GRU is reflected in their overall performance, suggesting that they can be particularly effective at capturing patterns and making accurate predictions in more complex time series, such as stock prices.…”
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Le fonds Jean Lattes : une archive photographique en construction by Angelina Meslem, Wilfrid Eon, Clémentine Vialar

“…The donation in 2011, by his widow Janine Lattes, of more than 180,000 photos taken by the photojournalist Jean Lattes (1917 - 1996) to the archive service of the Yvelines department forced its archivists to reflect on their practice. In addition to immediate preservation concerns such as the physical state of the documents, reconditioning and digitising, other questions relating to the intellectual treatment of this complex photographic collection have also arisen. …”
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