Intelligent irrigation strategy model for farmland using dung beetle optimization-random forest algorithms by Wenwen Hu, Yong Liu, Jun An, Shipu Xu, Zhiwen Zhou, Mingming An, Xiaokun Guo, Xiang Ma, Wenfei Jiang, Yunsheng Wang

“…This study proposes an optimized machine learning prediction model using the Dung Beetle Optimization-Random Forest (DBO-RF) algorithm, thus improving irrigation predictability. …”
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Middle School Students' Approaches to Optimization: Insights into Mathematical Modeling and Real-World Problem Solving by İlayda Mengi, İleyda Arslan, Rüveyda Karaman Dündar

“…Optimization involves finding the best solution under specific constraints or maximizing/minimizing an objective function, a concept closely related to mathematical modeling. …”
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A novel hybrid approach for predicting and optimizing the adsorption of methyl orange and Cr(VI) removal from aqueous solutions using fungal-cross linked chitosan integrated into g... by Mohammed T. M. H. Hamad

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A hybrid two stage Taguchi-regression-NSGA II-AHP-GRA, multi-objective optimization framework for sustainable straight slot milling of AZ31 magnesium alloy by M. Atif Saeed, Faraz Junejo, Imran Amin, Irfan Khan Tanoli, Abeer D. Algarni, Sadique Ahmad, Abdelhamied A. Ateya

“…This study proposes a novel two-stage optimization framework to enhance the economic and environmental sustainability of AZ31 magnesium alloy milling. …”
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A Review of Smart Grid Evolution and Reinforcement Learning: Applications, Challenges and Future Directions by Na Xu, Zhuo Tang, Chenyi Si, Jinshan Bian, Chaoxu Mu

“…On this basis, a multi-agent cooperation optimization direction based on the two-layer reinforcement learning framework is proposed to improve the dynamic coordination ability of the power grid. …”
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Dynamic motion response of a large-scale steel aquaculture cage during towing by Shuai Niu, Zhi Wang, Lianyi Guo, Lianghao Tang, Tianyu Gu, Can Cui, Dejun Feng, Fukun Gui, Xu Yang

“…As global aquaculture ventures further into offshore environments, the safe transport of large-scale aquaculture net cages across varied marine conditions has become a critical technical concern. This study conducts a detailed numerical simulation of the wet towing process for an octagonal aquaculture cage using AQWA software, systematically examining the effects of towline length, towing speed, towing configuration, and environmental factors on the cage’s dynamic response and towline load characteristics. …”
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A convolutional neural network driven suspension control strategy to enhance sustainability of high-speed trains by Duo Zhang, Hong-Wei Li, Fang-Ru Zhou, Yin-Ying Tang, Qi-Yuan Peng

“…In conjunction with the neural network algorithm, a bi-objective optimization model is further developed and solved to adjust scale factor of the Skyhook controller according to different running conditions. …”
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Bio-Inspired Metaheuristics in Deep Learning for Brain Tumor Segmentation: A Decade of Advances and Future Directions by Shoffan Saifullah, Rafał Dreżewski, Anton Yudhana, Wahyu Caesarendra, Nurul Huda

“…The review concludes by identifying emerging research directions in hybrid optimization, real-time clinical applicability, and explainable AI, providing a roadmap for future exploration in this interdisciplinary domain.…”
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Systematic Investigation of Phosphate Decomposition and Soil Fertility Modulation by the Filamentous Fungus <i>Talaromyces nanjingensis</i> by Xiao-Rui Sun, Pu-Sheng Li, Huan Qiao, Wei-Liang Kong, Ya-Hui Wang, Xiao-Qin Wu

“…This paper systematically presents a comprehensive array of qualitative and quantitative techniques to assess the phosphate-decomposing capabilities of microbes. …”
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The prognostic value of serum neuron-specific enolase in traumatic brain injury: systematic review and meta-analysis. by Feng Cheng, Qiang Yuan, Jian Yang, Wenming Wang, Hua Liu

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Movement-based mind-body interventions for cardiac rehabilitation: An updated systematic review of randomized controlled trials by Chun-Hou Huang, Shen-Feng Chao, Yi-Tso Cheng, Pei-Chun Lai, I-Hsin Lin, Tai-Chu Peng

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Geriatric assessment domains as predictors for clinical endpoints in older adults with cancer: Protocol for an updated systematic review. by Schroder Sattar, Efthymios Papadopoulos, Kristen R Haase, Cara Bradley, Caroline Mariano, Isabel Tejero, Rana Jin, Martine Puts, Shabbir M H Alibhai

“…Identifying which domains predict clinically relevant outcomes might be particularly useful for risk stratification in settings where a GA is not available and/or feasible. The objective of this updated systematic review is to evaluate individual GA domains as predictors for mortality and treatment-related outcomes. …”
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Systematic review and meta‑analysis of factors predicting postoperative lung function after lung cancer resection by Hongling Wang, Lihong He, Xiaoyun Hu, Gongxue Xian

“…Materials and methods: A systematic review and meta-analysis were performed to synthesize research focused on the prediction of postoperative lung function. …”
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Systematic Review of IoT-Based Solutions for User Tracking: Towards Smarter Lifestyle, Wellness and Health Management by Reza Amini Gougeh, Zeljko Zilic

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Systematic review and meta-analysis protocol of impact of pharmacist-led antibiotic stewardship audit-feedback intervention by Duaa Salem Jawhar, Amer Hayat Khan, Khurshid Alam

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Wearable Technologies for Health Promotion and Disease Prevention in Older Adults: Systematic Scoping Review and Evidence Map by Yue Sun, Ji Chen, Mengmeng Ji, Xiaomei Li

“…MethodsWe conducted a systematic literature review using the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) framework and synthesized the results. …”
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Measuring Nurses’ Knowledge and Awareness of Climate Change and Climate-Associated Diseases: Systematic Review of Existing Instruments by Omar Portela Dos Santos, Élodie Perruchoud, Filipa Pereira, Paulo Alves, Henk Verloo

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The effects of environmental enrichment in infants with or at high risk of cerebral palsy: an updated systematic review and meta-analysis by Xiangyue Zhou, Xin Li, Mengdie Jin, Xuan Zhou, Juping Liang, Jiaye Zhu, Qiaoling Meng, Qing Du

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Training protocol characteristics in studies comparing functional versus traditional training: systematic review of controlled trials by Jader Alfredo Beck, Jean Marlon Machado, Amandda de Souza, Cristiano Gomes Sanchotene, Fábio Hech Dominski, Caroline Ruschel

“…Objective: To assess the characteristics of training protocols in studies comparing functional training and traditional training interventions in clinical trials, through a systematic review. Methodology: A literature search was conducted in the CINAHL, EMBASE, PubMed, SCOPUS, SPORTDiscus, and Web of Science databases. …”
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Value of Systematic and MRI‐Ultrasound Fusion Prostate Biopsy in Different Prostate Specific Antigen (PSA) Levels by Solmaz Ohadian Moghadam, Mohammad Haddadi, Erfan Amini, Seyed Ali Momeni, Masoud Bitaraf, Mohammad Reza Nowroozi

“…This study aims to determine the optimal approach in biopsy‐naïve men, according to their PSA levels. …”
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