Hybrid Decision Support Framework for Energy Scheduling Using Stochastic Optimization and Cooperative Game Theory by Peng Liu, Tieyan Zhang, Furui Tian, Yun Teng, Miaodong Yang

“…This study introduces a multi-criteria decision-making (MCDM) framework for optimizing multi-energy network scheduling (MENS). …”
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State-of-the-Art Review: Models and Algorithms for Optimal Power System Design, Stabilization, and Reliability Enhancement by Senele Njabulo Zwane, Bongumsa Mendu, Bessie Baakanyang Monchusi

“…This paper contributes by providing a comprehensive review of optimization and machine learning techniques, including genetic algorithms and metaheuristics, for enhancing power system stability and resilience. …”
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Development and Optimization of Polymeric Self-Emulsifying Nanocapsules for Localized Drug Delivery: Design of Experiment Approach by Jyoti Wadhwa, Abhay Asthana, Sumeet Gupta, Gyati Shilkari Asthana, Ranjit Singh

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Semi-analytical modeling and multi-objective optimization of horizontal-well deep borehole heat exchangers by Zhiwei Wang, Xuemei Zhang, Hui Zhang, Hangyu Liu, Shangkuan Yang, Zheng Qian, Jianguo Feng

“…The optimal configuration comprises outer and inner pipe inner radius of 0.10m and 0.02m, respectively; a horizontal length of 433.5m; a working fluid flow rate of 5.0 × 10−5 m3/s; and a groundwater seepage velocity of 1.0 × 10−5 m/s, yielding a predicted outlet temperature of 338 K. …”
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Strategic scheduling of the electric vehicle-based microgrids under the enhanced particle swarm optimization algorithm by Saeed Abdollahi Khou, Javad olamaei, Mohammad Hassan Hosseini

“…In order to tackle these difficulties, a framework for dual-objective optimization was developed with the aim of improving both economic efficiency and environmental sustainability in microgrids that incorporate electric vehicles. …”
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Optimal selection of diagnostic method for diabetes mellitus using complex bipolar fuzzy dynamic data by Hanan Alolaiyan, Maryam Liaqat, Abdul Razaq, Umer Shuaib, Abdul Wakil Baidar, Qin Xin

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Evaluation of Population Pharmacokinetic Models of Micafungin: Implications for Dosing Regimen Optimization in Critically Ill Patients by Xiping Li, Xiaoqin Liu, Juehui Mao, Dong Liu, Zheng Jiao

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Mechanical performance prediction of basalt fiber reinforced concrete based on random forest and hyperparameter optimization by Dalian Bai, Junwen Chen, Jialiang Wang, Cunpeng Liu

“…A systematic comparison of different optimization methods was conducted using ten-fold cross-validation, and the results were based on 314 compressive strength test samples and 293 splitting tensile strength test samples. …”
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OPTIMIZATION STRATEGIES AND COMPUTATIONAL MODELING IN THE DESIGN AND PERFORMANCE EVALUATION OF GREEN POROUS OIL ADSORBENT MATERIALS by Haoran Zhang, Sagdat Mederbekovna Tazhibayeva

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Resilience-Oriented Optimization of Source-Grid-Load Flexible Resources in Distribution Systems: Review and Prospect by Zhuofei YU, Fei LIU, Ruihuan LIU, Chaofan LIN, Di WU, Houtao SUN, Chen CHEN, Zhaohong BIE

“…Therefore, this paper presents a systematic review of the resilience-oriented optimization of flexible resources in distribution systems. …”
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Determination of similar material proportions based on orthogonal experiments and neural network optimization in the goaf area by Shengdi Wang, Junzhi Chen, Yonggang Zhang, Xiaowei Qiao, Zhiping Zhang, Xin Wang

“…This paper used orthogonal experiments and multi factor optimization methods to study the optimal mixing ratio of similar materials for limestone surrounding rock in a goaf of a certain iron mine in Yunnan, and introduced a new material combination (quartz, cement, gypsum, barite, and glycerol), and utilized orthogonal experiments alongside machine learning techniques for predictive analysis. …”
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Research on Ship Engine Fuel Consumption Prediction Algorithm Based on Adaptive Optimization Generative Network by Defu Zhang, Yuxuan Song, Jianfeng Gao, Zhenyu Shen, Liangkuan Li, Anren Yao

“…To address common issues in marine engine operational data, such as noise pollution, missing values, inconsistent scales, and feature redundancy, a Diesel Engine Data Enhancement and Optimization Framework (DEOF) was developed to systematically improve data quality. …”
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Epigenetic modulation by life–style: advances in diet, exercise, and mindfulness for disease prevention and health optimization by José Ostaiza-Cardenas, Andrea C. Tobar, Stefany Carolina Costa, Diana Sofia Calero, Alisson López-Carrera, Fátima German Bermúdez, Fátima German Bermúdez, Andrea Orellana-Manzano, Andrea Orellana-Manzano

“…Lifestyle elements such as diet, exercise, mindfulness, and environmental exposure play crucial roles in modulating these mechanisms. A systematic review of studies from the past 13 years, conducted under PRISMA guidelines, examined interventions, epigenetic outcomes, and health impacts. …”
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Research on a Fully Parameterized Geometric Modeling Method for an Air Cavity Planing Hull by Junjie Chen, Yongpeng Ou, Guo Xiang, Wei Wang, Hao Wu

“…Applying a fully parameterized modeling approach to the air-lubricated planing hull is highly relevant and pivotal for advancing systematic, performance-driven hull design and optimization in modern naval architecture. …”
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Optimal distribution modeling and multifractal analysis of wind speed in the complex terrain of Sichuan Province, China by Cun Zhan, Renjuan Wei, Lu Zhao, Shijun Chen, Chunying Shen

“…Wind power has the potential to complement hydropower, yet its complex fluctuations required a systematic assessment. Accordingly, we evaluated maximum likelihood estimation and three goodness-of-fit tests to identify the optimal distribution model of daily wind speed records during 1961–2017 across 156 weather stations in Sichuan Province among six commonly used probability density distributions. …”
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Application of Doehlert design combined with chemometrics tools: Example of the optimization of the elution of neurotransmitters and metabolites by HPLC by Camille Rosier, Bruno P. Guiard, Guillaume Gotti

“…To further optimize the method, a combination of experimental design and chemometric tools is necessary to understand the chromatographic behavior of the compounds of interest. …”
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Long-term prediction of wind speed in La Serena City (Chile) using hybrid neural network-particle swarm algorithm by Juan A Lazzús, Ignacio Salfate

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Optimizing CNN-Based Diagnosis of Knee Osteoarthritis: Enhancing Model Accuracy with CleanLab Relabeling by Thomures Momenpour, Arafat Abu Mallouh

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Optimal Sequence for Total Neoadjuvant Therapy in Locally Advanced Rectal Cancer: An Evidence‐Based Review by Reza Ghalehtaki, Forouzan Nourbakhsh, Romina Abyaneh, Azadeh Sharifian, Sheyda Pashapour‐Khoyi, Mahdi Aghili, Maria Antonietta Gambacorta, Felipe Couñago

“…Despite its benefits, the optimal sequencing within TNT—whether induction chemotherapy should precede or follow chemoradiotherapy—remains a critical question. …”
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Explainable artificial intelligence (XAI) to find optimal in-silico biomarkers for cardiac drug toxicity evaluation by Muhammad Adnan Pramudito, Yunendah Nur Fuadah, Ali Ikhsanul Qauli, Aroli Marcellinus, Ki Moo Lim

“…Our proposed method could provide a systematic way to assess the best classifier with the optimal in-silico biomarkers for predicting the TdP risk of drugs, thereby advancing the field of cardiac safety evaluations.…”
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