Optimizing the reaction pathway of methane photo-oxidation over single copper sites by Chengyang Feng, Shouwei Zuo, Miao Hu, Yuanfu Ren, Liwei Xia, Jun Luo, Chen Zou, Sibo Wang, Yihan Zhu, Magnus Rueping, Yu Han, Huabin Zhang

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Optimization of Convolutional Neural Networks With Multi-Objective Function Metaheuristics for Melanoma Detection by Pamela Hermosilla, Ricardo Soto, Eric Monfroy, Emanuel Vega, Lucas Erazo, Valentina Guzman

“…Experimental results demonstrate that the proposed approach enhances model performance across key clinical metrics, obtaining a MOF score of 0.9032, with Accuracy, Recall, and AUC values of 0.9025, 0.9101 and 0.8925, respectively. …”
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Real-World Use of MART in Moderate–Severe Asthma: Results from the Italian WAMP Survey among Healthcare Professionals and Patients by Fulvio Braido, Matteo Bonini, Walter Castellani, Andrea Claudio Comel, Francesco Paolo Lombardo, Antonio Spanevello, Alessandro Vatrella, Marco Contoli

“…Pulmonologists (73.6%) and allergists (62.0%) reported favoring track 1, while general practitioners (GPs) showed greater variability (55.1%). …”
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Prediction of Optimal Positive Airway Pressure in Chinese Patients With Obstructive Sleep Apnea by Feng Pang, Wenmin Deng, Jingyan Huang, Yu Guo, Minmin Lin, Xiangmin Zhang, Jie Liu

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Optimizing the treatment for gastroesophageal reflux disease in young people: the role and place of rebamipide by I.M. Skrypnyk, I.M. Gorodnytska, G.S. Maslova, B.M. Fylenko

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Case of granulomatosis with polyangiitis: optimal possibilities for rapid diagnosis in a multidisciplinary hospital by A. V. Novikova, N. G. Pravdyuk, E. I. Shmidt, A. P. Raksha, M. R. Mazra, A. R. Yunyaev, J. S. Zhulina

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Domain knowledge-driven decomposition-based large-scale optimization for ship cabin structures by Puyu JIANG, Jun LIU, Qiangjun LUO, Yuansheng CHENG

“…ConclusionsThe proposed algorithm has higher optimization efficiency and can obtain a better optimization solution compared to both the differential evolution algorithm directly using the using finite element method and the general black box optimization algorithm.…”
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Strategic optimization of engine performance and emissions with bio-hydrogenated diesel and biodiesel: A RVEA-GRNNs framework by Niti Klinkaew, Attasit Wiangkham, Atthaphon Ariyarit, Prasert Aengchuan, Anupap Pumpuang, Sarunporn Sripratum, Atthaphon Maneedaeng, Jiraphon Srisertpol, Ekarong Sukjit

“…Optimization results indicated that bio-hydrogenated diesel ratios centered around 90 % provided the best balance of performance and emissions. …”
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Meta learner-based optimization for antenna efficiency prediction and high-performance THz MIMO antenna applications by Md. Ashraful Haque, Md. Kawsar Ahmed, Geamel Alyami, Kamal Hossain Nahin, Md Sharif Ahammed, Akil Ahmad Taki, Narinderjit Singh Sawaran Singh, Md Afzalur Rahman, Liton Chandra Paul, Hussein Shaman

“…In this paper, we propose a meta learner-based stacked generalization ensemble strategy that passes classical stacked ensemble output to an optimized multi-feature stacked ensemble. …”
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Exploring the comprehensive integration of artificial intelligence in optimizing HVAC system operations: A review and future outlook by Shengze Lu, Shiyu Zhou, Yan Ding, Moon Keun Kim, Bin Yang, Zhe Tian, Jiying Liu

“…Although the AI technology has led to satisfactory results in air conditioning system optimization, its practical applications still face challenges, such as the model accuracy and generalization ability, applicability, and integration with existing systems. …”
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Energy-efficient blockchain-IIoT with mobile edge computing: optimizing resource allocation and multi-hop offloading by Yiyi Zhang, Xueyue Xue, Xianfu Lin, Wenchang Wei, Zhicheng Su

“…Finally, a Multi-Agent Hybrid Trust Region Policy Optimization (MAHTRPO) algorithm is proposed to optimally solve the formulated problem. …”
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Optimum sizing of hybrid sustainable and renewable energy systems using a modified harris hawks optimizer by Djamel Eddine Sifou, Aissa Kheldoun, Ahmed Chaib, Hamza Belmadani, Hisham Alharbi, Saleh S. Alharbi, Takele Ferede Agajie, Sherif S.M. Ghoneim

“…The studied project is located in Sidi Khattab, Relizane province, Algeria. The results demonstrate that the MHHO outperforms a range of well-known algorithms, among which one can cite the original HHO, Krill Optimization Algorithm (KOA), Red Squirrel Algorithm (RSA), Modified Coati Optimization Algorithm (MCOA), and Generalized Oppositional-based Social Spider Algorithm (GOOSE). …”
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Landscape of paediatric endocrine clinical practice in Italy: results from a survey of the Italian Society for Paediatric Endocrinology and Diabetology (ISPED) by Maria Elisabeth Street, Anna Di Sessa, Andrea Esposito, Anastasia Ibba, Giorgia Pepe, Riccardo Bonfanti, Felice Citriniti, Giuseppe D’Annunzio, Maria Rosaria Licenziati, Malgorzata Wasniewska, Valentino Cherubini, Mariacarolina Salerno

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Formulation of a carbon sink binder through multi-objective optimization using response surface methodology by Niveditha M, Palanisamy T

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Algorithms for the treatment of patients with chronic cerebral ischemia of stages I and II with use of Picamilon: results of an open clinical comparative study by Andrei B. Danilov, Natalia N. Shindryaeva, Irina V. Borodulina, Timothy D. Lunegov

“…Adverse events on the background of therapy and the tolerability of treatment were recorded. Results. During treatment, statistically significant cognitive improvement on the MoCA scale (p=0.022 and p0.0001) was observed in groups of patients with different stages of CCI, increasing in the delayed period: more than 80% of patients in the general sample reached the normal level when assessed in the long-term period. …”
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A Model For Optimization of Knowledge Management Outsourcing Decision Using Genetic Algorithm by Ameneh Khadivar, Fatemeh Abbasi, Sheyda Akbarian

“…This framework is applicable not only in Knowledge Management but also in other outsourcing areas, allowing managers to benefit from it in diverse fields.Research limitations/implications: The limitations of this study include the small number of informed experts consulted, which may limit the generalizability of the results to other contractors. Additionally, due to the inherent characteristics of metaheuristic algorithms, there is no guarantee that genetic algorithms will always lead to the optimal solution. …”
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CONSTRUCTING LESSONS ACCORDING TO FEDERAL STATE EDUCATIONAL STANDARDS (FSES) by A. P. Usol’tsev, E. P. Antipova

“…The article describes a general algorithm of a lesson constructing which will allow the teacher to algorythmize and optimize the process of lesson preparation according to the requirements of the FSES of the system of general education. …”
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Estimating Combining Ability Effect of the Indian and Exotic Lines of Tomatoes by Partial Diallel Analysis by Suresh Baban Dagade, Nanadasana Jagdish Nasibhai, Hariprasanna Krishna, Bhatt Virendra Mulshankar, Dhaduk Lallubhai Keshavbhai, Barad Agarsang Virsanbhai

“…However, the variance due to GCA was more pronounced for fruit weight, pericarp thickness and firmness as a result of additive gene action. Due to their high general combining ability effects, exotic parents Ec 490130 and Ec 177371 producing firm fruited small to medium sized tomato fruits having constant expression of GCA effects over the generationsregarded as best general combiners. …”
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Solution of the problems of metal heating control on the basis of the magistral asymptotic optimization method by V. I. Timoshpolsky, S. M. Kozlov, V. B. Kovalevsky, I. A. Trusova, V. V. Filippov

“…The article generalizes main results of use of magistral optimization method for solving problem of effective conditions of steel heating development.…”
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Learning optimal image representations through noise injection for fine-grained search by Vidit Kumar, Vikas Tripathi, Bhaskar Pant, Manoj Diwakar, Prabhishek Singh, Anchit Bijalwan

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