AI-empowered online control optimization for enhanced efficiency and robustness of building central cooling systems by Lingyun Xie, Kui Shan, Hong Tang, Shengwei Wang

“…However, substantial gaps remain between academic research and the practical implementation of AI-based algorithms. Key factors hindering implementation include computational efficiency requirements and concerns about reliability in online applications. …”
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Designing an efficient model of employee behavior intelligence by Mohammad Ali Sadeghi, Abbas Babaeenezhad, Reza Zeinalzadeh, Mehdi mohammad Bagheri

“…The present research is applicable in terms of its purpose, and qualitative in terms of its implementation. …”
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Effects of Evolving Gender Roles on Women’s Economy: Highlighting the Female Experience Through Painting. by Ankunda, Mark

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The Protein Corona Paradox: Challenges in Achieving True Biomimetics in Nanomedicines by Nicole M. Mayordomo, Ane Zatarain-Beraza, Fabio Valerio, Victoria Álvarez-Méndez, Paula Turegano, Lucía Herranz-García, Amaia López de Aguileta, Nicolas Cattani, Ana Álvarez-Alonso, Mónica L. Fanarraga

“…This review explores the dynamic nature of the protein corona, emphasizing the influence of the local biological milieu on its stability. …”
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Quantitative Assessment of Age-Friendly Design in Mountainous Urban Community Parks Based on Nonlinear Models: An Empirical Study in Chongqing, China by Liping Wang, Xiufeng Sun, Junru Yan, Meiru Xie, Hua Qin

“…This study aims to identify the critical elements of age-friendly planning in mountainous community parks, validate the applicability of nonlinear models, and quantify the dynamic effects of various factors on older adults’ satisfaction, thereby establishing a foundation for targeted optimization strategies. …”
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A hybrid approach to advanced NER techniques for AI-driven water and agricultural resource management by Dong Yan, Ming Lei, Yingying Shi

“…In agriculture, for example, variations in crop names, irrigation methods, and environmental factors add additional complexity. The increasing availability of sensor data and climate-related information has led to more dynamic, time-sensitive text, requiring NER systems to continuously adapt.MethodsThis paper introduces a hybrid NER approach combining ontology-guided attention with deep learning. …”
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Occlusion-Aware Worker Detection in Masonry Work: Performance Evaluation of YOLOv8 and SAMURAI by Seonjun Yoon, Hyunsoo Kim

“…The selection of an appropriate model should be based on an initial assessment of environmental factors such as layout complexity, object density, and expected occlusion frequency. …”
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Enhanced BLIP-2 Optimization Using LoRA for Generating Dashcam Captions by Minjun Cho, Sungwoo Kim, Dooho Choi, Yunsick Sung

“…However, it is challenging to accurately generate captions for driving environment scenes, which involve dynamic elements such as vehicles, traffic signals, road conditions, weather, and the time of day. …”
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Estimating oxygen needs for childhood pneumonia in developing country health systems: a new model for expecting the unexpected. by Beverly D Bradley, Stephen R C Howie, Timothy C Y Chan, Yu-Ling Cheng

“…<h4>Findings</h4>Oxygen demand estimates based on annual average values of demand factors can often severely underestimate actual demand. …”
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Price transmission and market integration analysis of black gram (urad dal) across major Indian states by Sukhvir Singh, Amit Guleria, Parvender Sheoran, Pankaj Sood, Vishal Mahajan, Dharminder Kumar, Satbir Singh, Gurdeep Singh, Rajesh K. Rana

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The spatial biology of HIV infection. by Kevin Hu, Thomas R O'Neil, Heeva Baharlou, Paul J Austin, Jackson F Karrasch, Lara Sarkawt, Yuchen Li, Kirstie M Bertram, Anthony L Cunningham, Ellis Patrick, Andrew N Harman

“…To address this knowledge gap, it is necessary to investigate the dynamics of infection and the host immune response in situ using imaging-based approaches. …”
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Nomination Violence in Uganda's National Resistance Movement by Anne, Mette Kjaer, Mesharch, W. Katusiimeh

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Mathematical and statistical approaches in epidemiological investigation of hospital infection: A case study of the 2015 Middle East Respiratory Syndrome outbreak in Korea. by Youngsuk Ko, Eunok Jung

“…Mathematical and statistical methods are invaluable in epidemiological investigations, enhancing our understanding of disease transmission dynamics and informing effective control measures. …”
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Towards Nonlinearity: The <i>p</i>-Regularity Theory by Ewa Bednarczuk, Olga Brezhneva, Krzysztof Leśniewski, Agnieszka Prusińska, Alexey A. Tret’yakov

“…We illustrate the theory with applications to degenerate problems in various areas of mathematics, including optimization and differential equations. …”
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Models of Bureaucracy Management Taking Into Account the Economic Development of Regions by George Aleksandrovich Borshevskiy

“…Increasing the efficiency of the civil service is an urgent task for all regions and the country as awhole, therefore, the increment of scientific knowledge of the factors influencing the functioning and management of this institution has not only theoretical but also wide practical application.…”
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Crosstalk between gut microbiotas and fatty acid metabolism in colorectal cancer by Hao Zhang, Yuan Tian, Chunjie Xu, Miaomiao Chen, Zeyu Xiang, Lei Gu, Hanbing Xue, Qing Xu

“…Its development is a multifactorial and multistage process influenced by a dynamic interplay between gut microbiota, environmental factors, and fatty acid metabolism. …”
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New High-Speed Arithmetic Circuits Based on Spiking Neural P Systems with Communication on Request Implemented in a Low-Area FPGA by José Rangel, Esteban Anides, Eduardo Vázquez, Giovanny Sanchez, Juan-Gerardo Avalos, Gonzalo Duchen, Linda K. Toscano

“…Despite achieving significant results, improvement in these factors is still a challenging task. Recently, an emerging computational area has been seen as a potential solution to improving the performance of conventional binary circuits. …”
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ANALYSIS OF THE CLINICAL CASE OF COMMON CEREBRAL SINUS THROMBOSIS IN AN HIV- INFECTED PREGNANT WOMAN by Светлана Станиславовна Зиборова, Сергей Владимирович Борзыкин, Ирина Олеговна Ким, Елена Николаевна Букреева, Никита Сергеевич Московкин, Елена Алексеевна Полукарова, Марина Анатольевна Пеганова

“…To study the influence of pathogenic factors and predisposing conditions on the development of cerebral thrombosis. …”
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Situation Awareness and Tracking Algorithm for Countering Low-Altitude Swarm Target Threats by Nannan Zhu, Fuli Zhong, Xueyue Lei, Guo Niu, Hongtu Xie, Yue Zhang

“…The high similarity among swarm targets, combined with radar resolution limitations, often leads to instabilities in target counts and measurements due to occlusion, environmental factors, and other disturbances, significantly increasing tracking complexity. …”
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Coordination of smart inverter-enabled distributed energy resources for optimal PV-BESS integration and voltage stability in modern power distribution networks: A systematic review... by Olufunke Abolaji Balogun, Yanxia Sun, Peter Anuoluwapo Gbadega

“…Furthermore, optimal inverter settings, strategic placement of PV-BESS, and advanced control algorithms are identified as critical factors for effective DER integration. The study concludes by proposing future research directions, including the exploration of smart inverter interactions with legacy grid management systems and the development of robust algorithms for dynamic and adaptive DER coordination. …”
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