Spatiotemporal Land Use Change Detection Through Automated Sampling and Multi-Feature Composite Analysis: A Case Study of the Ebinur Lake Basin by Yi Yang, Liang Zhao, Ya Guo, Shihua Liu, Xiang Qin, Yixiao Li, Xiaoqiong Jiang

“…In addition, an object-oriented Gradient Boosting Decision Tree (GBDT) model was employed to perform accurate land use classification. A systematic evaluation confirmed the effectiveness of the proposed framework, achieving an overall accuracy of 93.17% and a Kappa coefficient of 92.03%, while significantly reducing noise in the classification maps. …”
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Artificial Intelligence and MCDA in Circular Economy: Governance Strategies and Optimization for Reverse Supply Chains of Solid Waste by Joel Joaquim de Santana Filho, Arminda do Paço, Pedro Dinis Gaspar

“…This study conducts a systematic literature review (SLR), following PRISMA guidelines and the P.I.C.O. framework, to investigate how MCDA and AI can optimize governance, operational efficiency, and the sustainability of RSCSW. …”
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Pragmatic Implementation With Non-Gaussian Devices of Noise-Limited Weak Value Amplification by Hao Wu, Peng Wu, Zheng-Chun Luo, Li-Ping Xu, Jia-Heng Xie, Tian-Ying Chang, Hao-Fei Shi, Chun-Lei Du, Hong-Liang Cui

“…In this we show how to optimize the precision of measurement in a unique solution that takes into account the interplay between precision and uncertainty, and explicate the ramifications of such a compromising and pragmatic approach.…”
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Enhanced Managerial Decision Optimization in Financial Accounting Using the Picture Fuzzy MARCOS-Based MCGDM Approach by Erhui Hao, Junzhe Ma

“…PF-MARCOS provides a more accurate and comprehensive evaluation of financial accounting systems by incorporating vagueness and ambiguity in decision-making. …”
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Multi-Objective Optimization of Steel Pipe Pile Cofferdam Construction Based on Improved Sparrow Search Algorithm by Zaolong Jiang, Chengfang Yang, Hongbo Yue

“…This paper develops a multi-objective optimization model to address the absence of systematic and practical evaluation methods for selecting construction schemes for steel pipe pile cofferdams. …”
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Optimization of Carbon Fiber-Reinforced Polymer (CFRP) Configuration for Enhanced Flexural Performance in Strengthened Concrete Beams by Eyad Alsuhaibani

“…Eight beam specimens, incorporating variations in CFRP length, width, and anchorage systems, were tested under a three-point bending setup. A systematic approach was employed to evaluate key structural performance metrics, including normalized ultimate load capacity, energy absorption index, and relative deflection index, while minimizing material usage. …”
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Review of recent advances in improvement strategies for biofuels production from cyanobacteria by Vanessa Albuquerque de Mescouto, Lucas da Cunha Ferreira, Rutiléia de Jesus Paiva, Deborah Terra de Oliveira, Mozaniel Santana de Oliveira, Geraldo Narciso da Rocha Filho, Rafael Luque, Renata Coelho Rodrigues Noronha, Luís Adriano Santos do Nascimento

“…They have the ability to produce various types of biofuels, such as ethanol, hydrogen, and biodiesel. This study is a systematic review of scientific articles published between 2011 and 2022, focusing on the optimization of cyanobacteria cultivation for biofuel production. …”
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Optimizing Social Media Platforms to Foster Active Public Engagement in Tackling Climate Change and Environmental Conservation by Rina Lestari, Achmad Nurmandi, Muhammad Younus, Herman Lawelai, Wahdania Suardi

“…In this study, researchers applied a qualitative method with a systematic literature review approach, using bibliometric analysis using the Scopus database. …”
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Controlled Synthesis of Tellurium Nanowires and Performance Optimization of Thin-Film Transistors via Percolation Network Engineering by Mose Park, Zhiyi Lyu, Seung Hyun Song, Hoo-Jeong Lee

“…In this study, we propose a method for systematic nanowire length control through the precise control of the polyvinylpyrrolidone (PVP) concentration during the synthesis of tellurium nanowires. …”
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Optimized Navigation for SLAM Using Marker-Assisted Region Scanning, Path Finding, and Mapping Completion Control by Luigi Maciel Ribeiro, Nadia Nedjah, Paulo Victor Rodrigues de Carvalho

“…This paper introduces Marker-Assisted Region Scanning for Simultaneous Localization and Mapping (MARS-SLAM), a novel approach to optimizing SLAM in unknown environments. …”
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Optimizing drawing frame variables to enhance polyester spun yarn quality using soft computing techniques by Mohsen Rezahasani, Habib Amiri Savadroodbari, Milad Razbin, Majid Safar Johari

“…Abstract This study explores optimizing the production of 100% polyester spun yarn by analyzing key drawing frame variables, such as break draft, total draft, back roller gauge, and front roller gauge, using a systematic and algorithmic approach. …”
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Derivation and Experimental Validation of Multi-Parameter Performance Optimization of Magnetic Adhesion Unit of Wall-Climbing Robot by Helei Zhu, Haifeng Ji, Peixing Li, Leijie Lai

“…However, their practical implementation is challenged by the robots’ adhesion requirements in complex wall environments. This study uses a systematic methodology integrating computational simulation and experimental validation to design and optimize a magnetic adsorption system for wall-climbing robots. …”
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Potential Distribution of Tribe Erythroneurini in China Based on the R-Optimized MaxEnt Model, with Implications for Management by Xiaojuan Yuan, Weiwei Ran, Wenming Xu, Yuanqi Zhao, Di Su, Yuehua Song

“…Through a systematic evaluation of 12 species distribution models (SDMs), we ultimately selected the Maximum Entropy (MaxEnt) model for predicting species distributions. …”
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Transient Temperature Evaluation and Thermal Management Optimization Strategy for Aero-Engine Across the Entire Flight Envelope by Weilong Gou, Shiyu Yang, Kehan Liu, Yuanfang Lin, Xingang Liang, Bo Shi

“…Subsequently, a systematic evaluation of engine thermal management performance throughout the complete flight mission was conducted, revealing the limitations of the existing thermal management design and proposing targeted optimization strategies, including employing Cooled Cooling Air technology to improve high-pressure turbine blade cooling efficiency, dynamically adjusting low-pressure turbine bleed air to minimize unnecessary losses, optimizing fuel heat sink utilization for enhanced cooling performance, and replacing mechanical pumps with motor pumps for precise fuel supply control.…”
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CFD-based optimization of dynamic cyclones with variable vortex length using GMDH artificial neural network by Hamed Safikhani, Somayeh Davoodabadi Farahani, Lakhbir Singh Brar, Faroogh Esmaeili

“…The findings highlight that an optimized design for dynamic cyclones with variable vortex length can only be achieved through a systematic multi-objective optimization approach.…”
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Research progress in interface optimization and preparation technology of high thermal conductivity diamond/copper composite materials by Yaohui Xue, Rui Li, Yongru Deng, Zhuo Zhang, Jing Chen, Aijie Ma, Ruilong Wen

“…Experimental and computational studies demonstrate that systematic optimization of these factors enhances the thermal conductivity of Dia/Cu composites, providing critical insights for developing next-generation high-performance electronic packaging materials.…”
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Multi-Objective Optimization of Urban Gas Station Site Selection Under Territorial Spatial Planning Constraints by Jie Zhu, Mengyao Zhu, Li Chen, Li Luo, Weihua Wang, Xueming Zhu, Yizhong Sun

“…A multi-objective optimization model employing genetic algorithms was utilized to maximize fuel demand coverage, minimize inter-station redundancy, and achieve optimal site coverage. …”
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An Intelligently Enhanced Ant Colony Optimization Algorithm for Global Path Planning of Mobile Robots in Engineering Applications by Peng Li, Lei Wei, Dongsu Wu

“…Global path planning remains a critical challenge in mobile robots, with ant colony optimization (ACO) being widely adopted for its swarm intelligence characteristics. …”
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Mitigating Post-Spinal Anesthesia Shivering by Exploring Intravenous Ketamine vs. Intravenous Tramadol and Comparison of the Optimal Dose of Ketamine: A Scoping Review of Cohort an... by Siavash Sangi, Mehrdad Mesbah Kiaei, Maryam Aligholizadeh, Alireza Babajani, Parisa Akbarpour, Maryam Sarkhosh, Elnaz Jalalkamali, Zahra Karimian

“…A full-text review of 97 studies resulted in excluding 78 unrelated cases, 1 language discrepancy, and 11 without full-text availability. …”
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Influence Mechanism and Optimal Design of Flexible Spring-Tooth Reel Mechanism for Soybean Pod-Shattering Reduction by Yuxuan Chen, Shiguo Wang, Bin Li, Yang Liu, Zhong Tang, Xiaoying He, Jianpeng Jing, Weiwei Zhou

“…However, pod-shattering losses during soybean harvesting in Xinjiang remain severe due to low pod moisture content and poor mechanical strength, while existing studies lack a systematic analysis of the interaction mechanism between reeling devices and pods. …”
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