Analytical Solution of the Closed-Form Equations Governing the Hybrid Performance of a Tuned Liquid Column Gas Damper Equipped With a Variable Orifice by Yousef Shiri, Jafar Keyvani, Seyed Hossein Hoseini Lavassani

“…In order to achieve the actual performance behavior of the system, the equations governing the dynamic response of the structure equipped with this damper are obtained along with damping modification and removation of some uncertainties, which cause non-linear equations. Also, in this research, according to the advantages of low energy demand, permanent stability of the system and economic efficiency of using semi-active control systems, the combination of semi-active and passive dampers and the increase of stiffness in the systems equipped with them by gas springs, with the aim of improving the performance of system are considered so that the performance level of structures equipped with this new control system improve at an acceptable level. …”
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Optimization and sensitivity analysis of unsteady MHD mixed convective heat transfer in a lid-driven cavity containing a double-pipe circular cylinder using nanofluids by U.K. Suma, M. Masum Billah, Aminur Rahman Khan

“…Firstly, the governing equations along with precise boundary conditions have been transformed into dimensionless form, then the resulting non-linear partial differential equations (PDEs) have been solved using the finite element method with the Galerkin weighted residual approach. …”
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Combined Application of Balanced Chemical and Organic Fertilizers on Improving Crop Yield by Affecting Soil Macroaggregation and Carbon Sequestration by Hongmei Song, Bin Yang, Yifei Liang, Lifan Yang, Jiarong Song, Tingliang Li

“…The results revealed a significant positive linear correlation between carbon sequestration and carbon input, with a carbon sequestration efficiency of 27.4%. …”
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Penaeus vannamei aquaculture water quality prediction based on the improved back propagation neural network by DING Jinting, ZANG Zelin, HUANG Min

“…In order to overcome the disadvantages of traditional back propagation (BP) neural network including slow convergence speed, easy to fall into the shock, poor generalization ability and so on, the adaptive variable step size BP-neural network learning algorithm based on the fuzzy method had been developed, which can reduce the learning time of BP-neural network, improve the convergence efficiency and network stability.The computed results for water quality showed good agreement with the measured values. …”
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Advancing circular economy transition in the Nigeria construction industry through digital twin technology adoption by Imoleayo A. Awodele, Emmanuel C. Eze, Angel M. Gento Municio, Molusiwa S. Ramabodu, Nathaniel A. Olatunde

“…These are: waste reduction and recycling, supporting circular economy transition, customer insights, asset management and efficiency, new business opportunities, advanced monitoring and prediction and boost production and profits. …”
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Enhancing prediction accuracy of key biomass partitioning traits in wheat using multi‐kernel genomic prediction models integrating secondary traits and environmental covariates by Sudip Kunwar, Md Ali Babar, Diego Jarquin, Yiannis Ampatzidis, Naeem Khan, Janam Prabhat Acharya, Jordan McBreen, Samuel Adewale, Gina Brown‐Guedira

“…Abstract Achieving significant genetic gains in grain yield (GY) in wheat (Triticum aestivum L.) requires optimization of the key biomass partitioning traits such as spike partitioning index (SPI) and fruiting efficiency (FE). However, traditional manual phenotyping of these traits is labor‐intensive and destructive, making it unsuitable for evaluating large germplasm panels. …”
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U-Shaped Dual Attention Vision Mamba Network for Satellite Remote Sensing Single-Image Dehazing by Tangyu Sui, Guangfeng Xiang, Feinan Chen, Yang Li, Xiayu Tao, Jiazu Zhou, Jin Hong, Zhenwei Qiu

“…Although multi-scale hybrid models combining convolutional neural networks and Transformers show promise, the quadratic complexity of Transformer complicates the balance between ERF and efficiency. Recently, Mamba achieved global ERF with linear complexity and excelled in modeling long-range dependencies, yet its design for sequential data and channel redundancy limits its direct applicability to RSSID. …”
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Prediction of Metal Additively Manufactured Bead Geometry Using Deep Neural Network by Min Seop So, Mohammad Mahruf Mahdi, Duck Bong Kim, Jong-Ho Shin

“…These findings emphasize the potential of deep learning techniques to enhance the accuracy and efficiency of WAAM processes.…”
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Adaptive Control Method of Peak Shaving Demand Response Program for Flexible Load Virtual Power Plant by ZHOU Jixing, WANG Kangsang, LIU Weifeng, WU Haijie, MENG Chao, HE Guangyu

“…In the proposed closed-loop control model， the controlled process was decoupled into a small-scale linear progress deviation model and a peak-shaving electricity correction model， each placed within the controller and feedback loop. …”
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Decomposing door-to-needle time: insights into workflow delays and quality improvement in acute stroke care by Lianyan Wei, Hongfei Li, Zhuangzhuang Jiang, Dongjuan Xu, Xiaolan Wu

“…Segmenting DTN time enables precise identification of key delays across different workflow stages and may enhance the efficiency of acute stroke care.…”
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Sensitivity analysis and optimization of heat transfer in the time-reliant magnetohydrodynamic bioconvective flow of radiative couple-stress hybrid nanofluid through a squeezing ch... by Seetalsmita Samal, Surender Ontela

“…Examining the system's efficiency by evaluating the entropy produced in the flow process is another noteworthy part of this research. …”
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A deep learning-assisted automatic measurement of tear meniscus height on ocular surface images and its application in myopia control by Weixiao Zhang, Hua Rong, Kaiwen Hei, Guihua Liu, Meinan He, Bei Du, Ruihua Wei, Yan Zhang

“…Therefore, this study sought to establish a deep learning model for automatic TMH measurement on ocular surface images to improve the efficiency and accuracy of the initial screening of dry eye associated with myopia control modalities.MethodsTo establish a model, 1,200 ocular surface images captured with an OCULUS Keratograph 5M were collected. …”
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Unraveling the Length of Hospital Stay for Patients with Urinary Tract Infections: Contributing Factors and Microbial Susceptibility by Deema Rahme, Hania Nakkash Chmaisse, Pascale Salameh

“…<b>Background/Objectives:</b> Length of hospital stay (LOS) is a critical measure of healthcare efficiency. This study investigated factors contributing to prolonged LOS in adult patients with urinary tract infections (UTIs) in Lebanon and assessed microbial susceptibility patterns of causative pathogens. …”
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Empowering nurse leaders: readiness for AI integration and the perceived benefits of predictive analytics by Mohamed Hashem Kotp, Hossam Ali Ismail, Hassan Ahmed Awad Basyouny, Mohamed Ahmed Aly, Abdelaziz Hendy, Abdulqadir J. Nashwan, Ahmed Hendy, Aliaa Ezz Eldin Abd Elmoaty

“…Abstract Introduction Artificial Intelligence (AI) is increasingly being integrated into healthcare, particularly through predictive analytics that can enhance patient care and operational efficiency. Nursing leaders play a crucial role in the successful adoption of these technologies. …”
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Key Concepts and Models of Strategic Innovation Management in Ukraine: Modern Approaches by Skrypnyk Svitlana V.

“…The research results demonstrate that traditional linear models of innovation management are losing their efficiency and are being replaced by more flexible approaches such as Agile, Lean Startup, and other iterative methods. …”
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Estimation of nitrogen uptake, biomass, and nitrogen concentration, in cover crop monocultures and mixtures from optical UAV images by Paolo Dal Lago, Nikolaos Vavlas, Lammert Kooistra, Gerlinde B. De Deyn

“…As the CC biomass is incorporated into the soil and decomposes, N is released for the following main crop. The efficiency of CC N uptake and release depends on CC quantity and quality, which can be enhanced in mixtures. …”
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Influence of internal heat source on penetrative convection in a dual-component hybrid nanofluid layer by Y.H. Gangadharaiah, Manjunatha N, M. Girinath Reddy, Maryam Ali Alghafli, Irshad Ayoob, Nabil Mlaiki

“…Various configurations, such as top-heavy, bottom-heavy, and uniform nanoparticle distributions, are explored to assess their impact on convective stability and heat transfer efficiency. The results indicate that top-heavy configurations enhance system stability by raising the critical Rayleigh number, while bottom-heavy arrangements promote instability. …”
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Método estadístico factorial a dos niveles aplicado en los experimentos de explotación de los Simuladores. // Two levels factorial statistical method applied in experiments of Simu... by P. Moreno Quintana, J. Villar Cociña

“…The use of the factorial statistical method at two<br />levels allows the obtaining of a linear model with answer about efficiency or qualification based on the quantitative form of<br />use of diverse means of training and its combinations. …”
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Equation Built by Multiple Adaptive Regression Spline to Estimate Biological Age in Healthy Postmenopausal Women in Taiwan by Chun-Feng Chang, Ta-Wei Chu, Chi-Hao Liu, Sheng-Tang Wu, Chung-Chi Yang

“…MARS was applied, with the results compared to traditional multiple linear regression (MLR). The method with the smaller degree of estimation error was considered to be more accurate. …”
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Performance of Cassava under Lime, Fertilizer, and Legume Intercropping on Exhausted Land in Northern Zambia by Peter Kaluba, Sydney Mwamba, Dany Pascal Moualeu-Ngangue, Martin Chiona, Kalaluka Munyinda, Etti Winter, Hartmut Stützel, Benson H. Chishala

“…Periodic measurements of leaf area index (LAI), light interception, weather data, and yield components were recorded. A linear mixed model with year as a random factor was performed to assess the treatment effect of lime, fertilizer, and legume species intercropping on cassava growth characteristics, radiation-use efficiency (RUE), and selected yield components. …”
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