Heat transfer optimization using computational insights into nodal/saddle point flow patterns of tera-hybrid nanofluid containing microbes in a cylindrical shells by Saima Zainab, Sadia Shakir, Noreen Sher Akbar, Kiran Batool, Taseer Muhammad

“…At R=4.5, the heat transfer rate for the tetra hybrid nanofluid shows a 1.36 % increase compared to the nanofluid, underscoring the enhanced thermal efficiency of hybrid nanofluids in radiative conditions. indicates that the application of a magnetic field, combined with variations in d, results in significant improvements in shear stress and heat transfer, reflecting enhanced velocity and thermal profiles compared to Madhukesh et al. …”
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Dynamics Analysis of Gears with Constant Relative Curvature Considering Time-varying Effect by Liu Lei, Ni Jiale, Jiang Wuhong

“…The dynamics model can reflect dynamics characteristics of the CRC gear, which also applies to other non-involute cylindrical gear drives.…”
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Magnetohydrodynamic Maxwell hybrid nanofluid flow and heat transfer over a moving needle in porous media by Rejab Hajlaoui, Amir Abbas, Fizza Anwar, Mohamed Mahdi Boudabous, Alaa Chabir, Walid Hassen, Lioua Kolsi

“…The Maxwell fluid parameter also influences the fluid speed and thermal efficiency of the fluid. Results reflect that the skin friction coefficient reduces and the Nusselt number or heat transfer rate increases with increasing Prandtl number. …”
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Experimental and Numerical Investigation of One-Dimensional Electroosmotic Consolidation Based on Segment Inheritance Strategy by Xiaoyu Yang, Meijuan Pei, Yongbin Xie, Xinhai Zhou, Xuguang Dong

“…The attenuation of effective potential is a significant factor leading to the low postdrainage efficiency in the electroosmotic consolidation and drainage methods. …”
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Exploring business students' perceptions of artificial intelligence's impact on the labor market: a pilot study by Nicolae Istudor, Vasile Dinu, George-Laurențiu Șerban-Oprescu, Liana Badea, Silvia-Elena Iacob, Andrei Hrebenciuc

“…The study examines how personal AI competencies, risk perception, and anticipated economic effects of AI technologies shape labor market expectations using structural equations modelling. Seven hypotheses were tested which summarize the correlations between six reflective constructs. …”
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Method and System for Detecting and Recognizing Floating Garbage Moving Targets on Water Surface with Big Data Based on Blockchain Technology by Weihuang Yang, Rongxia Wang, Lvsheng Li

“…There are disadvantages such as unclean cleaning, long time-consuming, low efficiency, and high labor intensity. The habit and tradition of allowing the ocean to accept human waste have made almost all sea areas on the planet now full of garbage, from the poles to the equator, from coastal bays to submarine riverbeds. …”
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Development of Machine Learning-Based Sub-Models for Predicting Net Protein Requirements in Lactating Dairy Cows by Mingyung Lee, Dong Hyeon Kim, Seongwon Seo, Luis O. Tedeschi

“…The RFR model demonstrated higher predictive performance than SVR for both NPm (R² = 0.82, RMSEP = 22.38 g/d, CCC = 0.89) and NPl (R² = 0.82, RMSEP = 95.17 g/d, CCC = 0.89), reflecting its capacity to model the rule-based nature of the NASEM equations. …”
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Index-Based Neural Network Framework for Truss Structural Analysis via a Mechanics-Informed Augmented Lagrangian Approach by Hyeonju Ha, Sudeok Shon, Seungjae Lee

“…Training was conducted using the Augmented Lagrangian Method (ALM), which improves the convergence stability and learning efficiency through a combination of penalty terms and Lagrange multipliers. …”
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Emergency Volunteer Participation in the Evolutionary Game of Public Security Governance under Community Incentives by Yuqi Yang, Liang Hong

“…The outbreak of the COVID-19 epidemic has brought profound changes to all aspects of our society and also reflects the importance of community emergency volunteers actively participating in epidemic prevention and control in the face of unexpected public security events. …”
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Influence of System Parameters on Nonlinear Dynamic Characteristics of the Herringbone Gear Transmission Under Different Coincidence Degrees by Wang Ji, Li Zhibin, Wang Sanmin, Wang Chunling

“…The coincidence degree is an important parameter to reflect the number of meshing teeth of gear pairs at the same time. …”
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Investigation of Large-Diameter Borehole for Enhancing Permeability and Gas Extraction in Soft Coal Seam by Yongwen Wang, Wanjun Yan, Zhongjiu Ren, Zhiqiang Yan, Ziwen Liu, Heng Zhang

“…This mathematical model contains governing equations of gases sorption and transport, coal deformation, and damage, reflecting the coupling responses between gas and coal seam. …”
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Modeling incident management processes in information security at an enterprise by E. S. Mityakov, E. A. Maksimova, S. V. Artemova, A. A. Bakaev, Zh. G. Vegera

“…To validate the developed model, synthetic data reflecting various types of incidents and possible actions were used.Results. …”
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Water models as geographical chimera: Precipitation interception routines as an example of “patchwork empiricism” by John T. Van Stan II, Jack Simmons

“…This approach offers immense scientific efficiencies, enabling planetary-scale predictions of water availability and related ecological, biogeochemical and atmospheric responses. …”
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FARM STRUCTURE AND FARMLAND CONCENTRATION IN ROMANIA AND IN OTHER SELECTED EU'S COUNTRIES WITH LARGE UTILIZED AGRICULTURAL AREA by Agatha POPESCU

“…Fixed basis indices, regression equations, R square, Herfindahl-Hirschman Index (HHI), Gini Struck Coefficient(GSC), structural indices, comparisons with the EU average and among the selected EU countries: Romania, Poland, Italy, Spain, France, Germany, United Kingdom were used as processing methods for reflecting the changes farmland and farm structures. …”
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Novel control strategies for electric vehicle charging stations using stochastic modeling and queueing analysis by Shreekant Varshney, Kaibalya Prasad Panda, Manthan Shah, Bhasuru Abhinaya Srinivas, Ankit Deshmukh, Kapil Kumar Choudhary, Mohit Bajaj, Lukas Prokop, Olena Rubanenko

“…The system dynamics are formulated using a continuous-time Markov chain (CTMC), and the corresponding Chapman-Kolmogorov differential equations are derived to characterize state transitions. …”
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Study on the Thermal Performance of Inner and Outer Wall Surfaces Based on FDM-ATSCM by Li Honglian, Cao Wenhui, Jiang Suwan, Sun Yinghao, Zhu Xinrong

“…Accordingly, this study proposes the FDM-ATSCM model to enhance the numerical accuracy of wall surface temperature analysis while improving computational efficiency.MethodsTraditional finite difference methods (FDM) can accurately capture heat transfer in walls by discretizing the partial differential equations of conduction. …”
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Factors predicting conversion from colon capsule endoscopy to conventional optical endoscopy: findings from the CESCAIL Study by Ian Io Lei, Ioanna Parisi, Anirudh Bhandare, Francisco Porras Perez, Thomas Lee, Chander Shehkar, Mary McStay, Simon Anderson, Angus Watson, Abby Conlin, Rawya Badreldin, Kamran Malik, John Jacob, Andrew Dixon, Jeffrey Butterworth, Nicholas Parsons, Anastasios Koulaouzidis, Ramesh Arasaradnam

“…The adjusted predictive accuracy of f-Hb for CCC was modest (AuROC=0.62), reflecting the low-risk nature of this cohort, selected using an f-Hb threshold of ≤100 µg/g. …”
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