Optimizing Federated Learning With Aggregation Strategies: A Comprehensive Survey by Naeem Khan, Shibli Nisar, Muhammad Asghar Khan, Yasar Abbas Ur Rehman, Fazal Noor, Gordana Barb

“…Furthermore, the article identifies existing research gaps in FL, including the need for more scalable and robust aggregation methods capable of reducing communication costs, enhancing privacy guarantees, and improving performance in highly heterogeneous environments. …”
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Optimization of parameters for sugarcane lifter based on simulation of virtual prototype by Hu Jinbing, Wang Jun, Hu Ying

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Optimization of the business process of commercialization of developments for state educational institutions by I. A. Pestunov, G. B. Pestunova, A. A. Poguda

“…The presented research is aimed at identifying the features of the business process of commercialization in public educational institutions in order to find conditions for its optimization. The topic of finding ways to optimize business processes can help budget organizations become more effective in commercializing software development for electronic computing machines and further promoting information technologies in the domestic market.The research methods were determined based on the purpose and include the analysis of scientific publications on the research topic, the method of concretization, analysis and synthesis, practical modeling, timekeeping method, employee surveys and other methods. …”
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Optimization of acute postoperative pain management in trauma and orthopedic patients by М.А. Шостак, О.Е. Доморацький

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Optimization of treatment for patients with combined unstable pelvic and thoracic injuries by О.А. Бур’янов, В.П. Кваша, В.М. Дьомін, Д.В. Мясніков, В.М. Лянскорунський

“…The purpose was to improve treatment outcomes in patients with combined injuries of the pelvis and chest by optimizing treatment algorithm. Materials and methods. …”
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Simulation and optimization of heat transfer in underground in-situ shale upgrading by LI Yuan, ZHONG Anhai, QIAN Qin, YU Denglang, ZHANG Yuzhe, ZHONG Yanlei, WANG Dan

“…It aims to simulate and optimize the heat transfer effects of underground shales during the in-situ heating and upgrading process to explore the feasibility of in-situ upgrading to accelerate shale ripening and improve the recovery efficiency of shale oil and gas. …”
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Enhancing mass vaccination programs with queueing theory and spatial optimization by Sherrie Xie, Maria Rieders, Srisa Changolkar, Bhaswar B. Bhattacharya, Elvis W. Diaz, Michael Z. Levy, Michael Z. Levy, Ricardo Castillo-Neyra, Ricardo Castillo-Neyra

“…Queueing theory offers a framework for modeling queue formation at vaccination sites and its effect on vaccine uptake.MethodsWe developed an algorithm that integrates queueing theory within a spatial optimization framework to optimize the placement of mass vaccination sites. …”
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Optimization of microencapsulation of green tea extract for functional beverage development by Elizaveta Kochubei, Igor Lomovskiy, Oleg Lomovsky, Jibek Baktybekova, Vyacheslav Koptev, Anastasia Andreeva, Anna Matveeva, Alexander Vorobyov, Aml A. Tantawy, Mohamed Hamdy Eid, Tamer M. El-Messery, Elena Bychkova

“…The optimization of technological processes represents a promising direction in scientific research, enabling the selection of the most effective solutions in terms of efficiency. …”
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Advancing Evapotranspiration Modeling With Optimized Soil and Canopy Resistance Combinations by Jinfeng Zhao, Shikun Sun, Yali Yin, Yihe Tang, Chong Li, Yongshan Liang, Yubao Wang, Alexander Winkler, Shijie Jiang

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Optimizing the Use of History Textbook through Brain-Based Learning by Wildan Insan Fauzi, Ayi Budi Santosa, Tarunasena Tarunasena

“…Therefore, brain-based learning can be an alternative to optimize the textbook to improve students’ historical thinking and understanding. …”
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Possible approaches to reproduction of endothelial dysfunction. searching for the optimal model by I. B. Tsorin, L. V. Kozhevnikova, S. A. Simonenko, I. F. Sukhanova, M. B. Vititnova, S. A. Kryzhanovskii

“…Purpose of the study. Search for an optimal approach to developing a translational model of endothelial dysfunction (ED).Materials and methods. …”
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1.7 MV Tandem Accelerator Beam Tuning Optimization by JIANG Ran, LI Ailing, CUI Baoqun, TANG Bing, CHEN Haonan, WANG Yunfeng

“…The DE algorithm, renowned for its robust optimization capabilities, is implemented utilizing the versatile Python programming language. …”
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Optimizing and Testing an Individualized and Adaptive Physical Activity Digital Health Intervention: Protocol for a Control Optimization Trial Embedded Within a Randomized Controll... by Meelim Kim, Shadia Mansour-Assi, Mohamed El Mistiri, Junghwan Park, Sarasij Banerjee, Owais Khan, Steven De La Torre, Michael Higgins, Job Godino, Kevin Patrick, Camille Nebeker, Sonia Jain, Predrag Klasnja, Daniel E Rivera, Eric Hekler

“…We hypothesize that supporting individuals with their personal PA goals requires a personalized intervention that both supports each person in forming daily habits of walking more and develops personalized knowledge, skills, and practices regarding engaging in exercise routines. …”
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Integrated multiomics signatures to optimize the accurate diagnosis of lung cancer by Mengmeng Zhao, Gang Xue, Bingxi He, Jiajun Deng, Tingting Wang, Yifan Zhong, Shenghui Li, Yang Wang, Yiming He, Tao Chen, Jun Zhang, Ziyue Yan, Xinlei Hu, Liuning Guo, Wendong Qu, Yongxiang Song, Minglei Yang, Guofang Zhao, Bentong Yu, Minjie Ma, Lunxu Liu, Xiwen Sun, Yunlang She, Dan Xie, Deping Zhao, Chang Chen

“…In summary, our study indicates that the clinic-RadmC provides a more effective and noninvasive tool for optimizing lung cancer diagnoses, thus facilitating the precision interventions.…”
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In silico prediction of optimal multifactorial intervention in chronic kidney disease by Agnieszka Latosinska, Ioanna K. Mina, Thi Minh Nghia Nguyen, Igor Golovko, Felix Keller, Gert Mayer, Peter Rossing, Jan A. Staessen, Christian Delles, Joachim Beige, Griet Glorieux, Andrew L. Clark, Joost P. Schanstra, Antonia Vlahou, Karlheinz Peter, Ivan Rychlík, Alberto Ortiz, Archie Campbell, Harald Rupprecht, Frederik Persson, Harald Mischak, Justyna Siwy

“…The combination of all available treatments was not the most frequently predicted optimal intervention. Patients with higher baseline CKD273 scores required more complex intervention combinations to achieve the greatest score reduction. …”
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Optimization and evaluation of mouse model construction method for severe periodontitis by WANG Jiaxuan, ZHANG Qianqian, SUI Baiyan, LIU Xin

“…Objective·To investigate an optimal severe periodontitis mouse model by comparing two induction methods: simple ligature and ligature combined with injection of Porphyromonas gingivalis lipopolysaccharide (P.g. …”
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Fosaprepitant Use as an Antiemetic to Prevent Postoperative Nausea and Vomiting in Pediatric Spinal Fusion Patients May Be Associated With More Rapid Transition to Oral Pain Medica... by Jennifer Busse, Aaron Louie, Jennifer Crotty, Albert Lin, Zarema Muratova, Matan Malka, Ritt Givens, Benjamin Roye, Michael Vitale, William Schechter

“…The patients also demonstrated a more rapid transition to oral from parenteral opioids and a shorter length of hospital stay. …”
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Optimization of a photovoltaic/wind/battery energy-based microgrid in distribution network using machine learning and fuzzy multi-objective improved Kepler optimizer algorithms by Fude Duan, Mahdiyeh Eslami, Mohammad Khajehzadeh, Ali Basem, Dheyaa J. Jasim, Sivaprakasam Palani

“…The variables are microgrid optimal location and capacity of the HMG components in the network which are determined through a multi-objective improved Kepler optimization algorithm (MOIKOA) modeled by Kepler’s laws of planetary motion, piecewise linear chaotic map and using the FDMT. …”
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Grey Wolf Optimization- and Particle Swarm Optimization-Based PD/I Controllers and DC/DC Buck Converters Designed for PEM Fuel Cell-Powered Quadrotor by Habibe Gursoy Demir

“…This means that GWO-based optimizers provide more energy-efficient performance for complex routes. …”
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The Integration of Artificial Intelligence in In Vitro Fertilization: A Comprehensive Narrative Review by Akash More, Vilas Chimurkar, Sanket Mahajan, Sudhanshu Dakre, Namrata Anjankar, Deepali More

“…With the help of AI, ART clinics can increase effectiveness, enhance patients’ satisfaction, and develop the field of fertility treatments to make them more available and affordable.…”
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