Fuzzy Fault Tree Maintenance Decision Analysis for Aviation Fuel Pumps Based on Nutcracker Optimization Algorithm–Graph Neural Network Improvement by Weidong He, Xiaojing Yin, Yubo Shao, Dianxin Chen, Jianglong Mi, Yang Jiao

“…By integrating FTA with TOPSIS, the proposed method provides a comprehensive and systematic approach that combines qualitative and quantitative analyses, thereby improving the effectiveness and reliability of maintenance decision making.…”
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Exploring the Streetscape Perceptions from the Perspective of Salient Landscape Element Combination: An Interpretable Machine Learning Approach for Optimizing Visual Quality of Str... by Wanyue Suo, Jing Zhao

“…Overall, this study deepens the understanding of streetscape perception mechanisms and proposes a highly operational quantitative framework, offering systematic theoretical guidance and methodological tools to enhance the responsiveness and sustainability of urban streetscapes.…”
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Real-time pH and temperature monitoring in solid-state fermentation reveals culture physiology and optimizes enzyme harvesting for tailored applications by Md Fauzul Kabir, Afranul Qader Ovi, Lu-Kwang Ju

“…This study integrates real-time monitoring of pH and temperature with systematic nutrient medium optimization to enhance the SSF enzyme production of α-galactosidase, invertase, pectinase, xylanase, and cellulase by Aspergillus niger NRRL 322 using soybean hulls as the sole carbon source. …”
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An integrated geographic information system (GIS) and analytical hierarchy process (AHP)-based approach for drone-optimized large-scale flood imaging by Muhammad Farhan Nazir, Salman Atif, Ejaz Hussain

“…By combining AHP-based prioritization with a GIS-based drone-optimized grid, the approach offers a systematic solution for flood risk mapping and disaster mitigation. …”
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Multi-Objective Ore Blending Optimization for Polymetallic Open-Pit Mines Based on Improved Matter-Element Extension Model and NSGA-II by Jun Xiang, Jianhong Chen, Aishu Zhang, Xing Zhao, Shengyuan Zhuo, Shan Yang

“…With the increasing demand for mineral resources, sustainable mining development faces challenges such as low resource utilization efficiency. Ore blending optimization has emerged as a critical approach to enhance resource utilization. …”
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Integrated multi-omics and machine learning reveal an immunogenic cell death-related signature for prognostic stratification and therapeutic optimization in colorectal cancer by Siyu Hou, Shanshan Heng, Shaozhuo Xie, Yuanchun Zhao, Jiajia Chen, Chunjiang Yu, Yuxin Lin, Yuxin Lin, Xin Qi

“…Colorectal cancer (CRC) continues to rise in global incidence and remains a leading cause of cancer-related mortality. Immunogenic cell death (ICD) has emerged as a critical modulator of tumor microenvironment (TME) dynamics; however, its prognostic implications and therapeutic potential in CRC require systematic characterization. …”
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Prediction and optimization of surface quality and material removal rate in wire-EDM cutting of tungsten–copper alloy (W70Cu30) by Abdullah Eaysin, Muhammad Ali Zinnah, Md. Nayem, Hosney Ara Begum, Md.Injamamul Haque Protyai, Salahuddin Ashrafi, Adib Bin Rashid

“…The optimal parameters for maximum MRR were current 5 A, servo voltage 60 V, wire tension 9 N, and wire feed 12 mm/min. …”
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Global, regional, and national survey on burden and Quality of Care Index (QCI) of orofacial clefts: Global burden of disease systematic analysis 1990-2019. by Ahmad Sofi-Mahmudi, Erfan Shamsoddin, Sahar Khademioore, Yeganeh Khazaei, Amin Vahdati, Marcos Roberto Tovani-Palone

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Analisis Kinerja Algoritma CART dan Naive Bayes Berbasis Particle Swarm Optimization (PSO) untuk Klasifikasi Kelayakan Kredit Koperasi by Eko Arif Riyanto, Tri Juninisvianty, Doddy Ferdian Nasution, Risnandar Risnandar

“…Therefore, it is necessary to build a systematic calculation to give a credit for debtor. …”
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Optimal selection of high-production well targets for fault-controlled fractured-vuggy reservoir in Shunbei oil and gas field, Tarim Basin by Lijun GAO, Haiying LI, Wei GONG, Wei YANG, Hongyan LI

“…This model, based on the "source-connected faults + bead-string + deep chaotic high-amplitude background", provided a systematic framework for reservoir prediction and target selection. …”
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Optimising Sensor Placement in Heritage Buildings: A Comparison of Model-Based and Data-Driven Approaches by Estefanía Chaves, Alberto Barontini, Nuno Mendes, Víctor Compán

“…The long-term preservation of heritage structures relies on effective Structural Health Monitoring (SHM) systems, where sensor placement is key to ensuring early damage detection and guiding conservation efforts. Optimal Sensor Placement (OSP) methods offer a systematic framework to identify efficient sensor configurations, yet their application in historical buildings remains limited. …”
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Decoding Agricultural Drought Resilience: A Triple-Validated Random Forest Framework Integrating Multi-Source Remote Sensing for High-Resolution Monitoring in the North China Plain by Xianyong Meng, Song Zhang, Guoqing Wang, Jianli Ding, Chengbin Chu, Jianyun Zhang, Hao Wang

“…The framework introduces three key innovations: (1) a systematic integration of six drought-related factors including vegetation condition index (VCI), temperature condition index (TCI), precipitation condition index (PCI), land cover type (LC), aspect (ASPECT), and available water capacity (AWC); (2) an optimized random forest algorithm configuration with 100 decision trees and enhanced feature extraction capability; and (3) a robust triple-validation strategy combining standardized precipitation evapotranspiration index (SPEI), comprehensive meteorological drought index (CI), and soil moisture verification. …”
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Influence of Printing Parameters on Microstructure and Mechanical Properties of EOS NickelAlloy HX Produced via Laser Powder Bed Fusion by Piotr Maj, Konstanty Jonak, Rafał Molak, Ryszard Sitek, Jarosław Mizera

“…A systematic approach was employed, involving printing 40 cylindrical specimens with varying energy densities (50–240 J/mm³) to evaluate porosity, hardness, and anisotropy. …”
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Efectos de una intervención de Actividad Física en el contexto escolar sobre la calidad y cantidad del sueño en preescolares: Revisión sistemática (Effects of a Physical Activity I... by Javier Ramos-Munell, Jesús del Pozo-Cruz, Rosa M. Alfonso-Rosa, Francisco Álvarez-Barbosa

“…Given the influence of physical activity on sleep in other populations, the objective of this study was to conduct a systematic review to determine whether a physical activity intervention influences the quality and duration of sleep in preschoolers. …”
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Optimizing time windows of Sentinel-2 images for deep learning-based cropland segmentation through iterative multi-criteria decision analysis by Reza Maleki, Falin Wu, Guoxin Qu, Amel Oubara, Byambakhuu Gantumur, Gongliu Yang

“…However, unoptimized satellite time series can lead to the inclusion of redundant information, increasing data volume and reducing the efficiency of deep learning (DL) model training. This study proposes a method that systematically employs iterative Multi-Criteria Decision Analysis (MCDA) to analyze the accuracy of DL models for cropland segmentation and to guide the selection of optimal time windows from Sentinel-2 time series imagery. …”
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Analysis of glutamate-dependent mechanism and optimization of fermentation conditions for poly-gamma-glutamic acid production by Bacillus subtilis SCP017-03. by Caiyun Wu, Yutao Gou, Shuai Jing, Wei Li, Fanglan Ge, Jiao Li, Yao Ren

“…In a batch-fed fermentor with glucose, the γ-PGA production reached 95.2 g/L, demonstrating its industrial production potential. …”
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Anti-oxidation enhancement, inflammation alleviation, and microbial composition optimization of using tussah (Antheraea pernyi) silk fibroin peptides for hyperglycaemia remission. by Rui Mi, Xuejun Li, Yajie Li, Xingfan Du

“…<h4>Objective</h4>This study aimed to evaluate the positive effects on anti-oxidation, anti-inflammation, and microbial composition optimization of diabetic mice using tussah (Antheraea pernyi) silk fibroin peptides (TSFP), providing the theoretical foundation for making the use of silk resources of A. pernyi and incorporating as a supplement into the hypoglycemic foods.…”
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Advanced vehicle-to-grid control: enhancing energy exchange and power quality with grey wolf optimized bidirectional converters in EV charging infrastructure by Nagarajan Munusamy, Indragandhi Vairavasundaram

“…This work optimizes the PI controllers of a three-phase bidirectional AC/DC converter to increase Vehicle to-Grid (V2G) system reliability and efficiency. …”
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Comprehensive investigation of GaN and AlN-on-GaN JBS diodes: optimizing inter-p + spacing for high-power applications by Sana Nasir, Gul Hassan, Habib Ahmad

“…This study addresses a gap in the existing research by systematically examining the impact of inter-p + spacing over a wide range, providing critical insights for practical designs and applications. …”
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Optimal Homotopy Asymptotic Method for Investigation of Effects of Thermal Radiation, Internal Heat Generation, and Buoyancy on Velocity and Heat Transfer in the Blasius Flow by Dachas Ibrahim, Mitiku Daba, Solomon Bati

“…The governing nonlinear partial differential equations of the problem are transformed into a set of coupled nonlinear third-order ordinary differential equations by the similarity variable method and have been systematically solved using the optimal homotopy asymptotic method. …”
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