Modeling and Numerical Prediction on Mechanical Behaviors of Hybrid Fiber Reinforced Polymer Bio Composites Using Fuzzy Logic Algorithm by Vinoth Viswanathan, Sathiyamurthy Subbarayan, Ananthi Narayanaswamy, Devi Panneerselvam, Prabhakaran Jayasankar

“…The proposed approach can significantly simplify real-life multi-response optimization problems, thereby reducing fabrication costs and enhancing composite fabrication efficiency.…”
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Optimized 3D-2D CNN for automatic mineral classification in hyperspectral images by Attallah Youcef, Zigh Ehlem, Adda Ali Pacha

“…Mineral classification using hyperspectral imaging represents an essential field of research improving the understanding of geological compositions. This study presents an advancedmethodology that uses an optimized 3D-2D CNNmodel for automatic mineral identification and classification. …”
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Optimization of Transformation Efficiency of Suspension Cultured Vitis vinifera cv. Chardonnay Embryogenic Cells by Jiao WU, Ya-li ZHANG, Rong-rong HE, Lei ZHU, Chao-xia WANG, Xia XU, Jiang LU

“…Response surface methodology experiments based on a five-level, four-factor central-composite rotatable design were then used to optimize these selected factors. …”
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Development and Optimization of Osmotically Controlled Asymmetric Membrane Capsules for Delivery of Solid Dispersion of Lycopene by Nitin Jain, Rashmi Sareen, Neeraj Mahindroo, K. L. Dhar

“…Membrane characterization by scanning electron microscopy showed inner porous region and outer dense region. Central composite design response surface methodology was applied for the optimization of AMCs. …”
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Optimization of Truck Platoon Size in Freeway Diverging Areas Based on Comprehensive Performance Evaluation by Zhifa Yang, Zongyao Li, Zhuo Yu, Wencai Sun, Jingjing Tian

“…Hence, traffic managers in freeway diverging areas can utilize the findings of this study to select suitable truck-platoon size, enabling them to implement preemptive adjustment strategies for achieving optimal comprehensive performance.…”
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Surface Defect Detection for Small Samples of Particleboard Based on Improved Proximal Policy Optimization by Haifei Xia, Haiyan Zhou, Mingao Zhang, Qingyi Zhang, Chenlong Fan, Yutu Yang, Shuang Xi, Ying Liu

“…The method integrates the variable action space and the composite reward function and achieves the balanced optimization of different types of defect detection performance by adjusting the scaling and translation amplitude of the detection region. …”
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Tuning surface interactions with bentonite-graphite composite material for fouling-resistant electrochemical sensing of phenol in olive mill wastewater by Soukaina El Abbadi, Abdelaziz Elgamouz, Abdel-Nasser Kawde, Mohamed Douma, Hajar El Moustansiri, Najib Tijani

“…A series of CPEBs with 10–50 wt% bentonite were fabricated, with the 40 wt% composition (CPEB-40 %) exhibiting the optimal electroactive surface area (0.162 cm²), as determined via ferri/ferrocyanide redox probing. …”
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Adsorptive removal of Congo Red dye from its aqueous solutions by tetraethylenepentamine modified peanut husks composite beads by Kah-Tong Chan, Siew-Teng Ong, Sie-Tiong Ha

“…The significant factors were selected using the Plackett-Burman (PB) design and the optimization of the adsorption model was done using the Response Surface Methodology (RSM). …”
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Development and Characterization of Novel Combinations and Compositions of Nanostructured Lipid Carrier Formulations Loaded with Trans-Resveratrol for Pulmonary Drug Delivery by Iftikhar Khan, Sunita Sunita, Nozad R. Hussein, Huner K. Omer, Abdelbary Elhissi, Chahinez Houacine, Wasiq Khan, Sakib Yousaf, Hassaan A. Rathore

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Effect of grinding wheel type and cooling method on grinding quality of SiCf/SiC ceramic matrix composites by Ben WANG, Jiajie TANG, Hongdi CHU, Qi ZHANG

“…Therefore, from the perspective of processing performance and durability, the sintered diamond grinding wheel in grinding SiCf/SiC composite materials shows better comprehensive performance, especially under water-cooled conditions, where processing quality and stability are more advantageous.Discussion and optimization suggestionsBased on experimental data analysis, to optimize the grinding process of SiCf/SiC composites, the grinding wheel type and cooling method should be reasonably selected according to different processing stages. …”
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Genome-Wide Association Study for Belly Traits in Canadian Commercial Crossbred Pigs by Zohre Mozduri, Graham Plastow, Jack Dekkers, Kerry Houlahan, Robert Kemp, Manuel Juárez

“…The results provide novel molecular markers that can be incorporated into selective breeding programs to improve pork quality, fat distribution, and meat composition. …”
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A method and apparatus for characterizing defects in large flat composite structures by Line Scan Thermography and neural network techniques by Arsenii Chulkov, Vladimir Vavilov, Denis Nesteruk, Douglas Burleigh, Alexey Moskovchenko

“…Also, the line heating principle ensured more uniform thermal patterns, and the proper choice of scan speed and field of view allows the selection of optimal time delays and the creation of maps of defects at different depths. …”
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Silicon and Manganese Effect on the Phase Composition of an Al-Fe Alloy and the Use of the ThermoCalc Software Complex for Thermodynamic Analysis by Bakhtiyar Suleyev, Aristotel Issagulov, Ardak Dostayeva, Dastan Aubakirov, Togzhan Sultanbek

“…Thermodynamic modeling proved effective in predicting phase formation, guiding the selection of alloy compositions, and optimizing heat treatment parameters. …”
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Enhancing CO2 sequestration efficiency: A comprehensive study of nanostructured MOF-composite membrane for sustainable climate solution by Putu Doddy Sutrisna, Sibudjing Kawi, Khoiruddin Khoiruddin, Pra Cipta W.B. Mustika, Nicholaus Prasetya, I Gede Wenten

“…This study provides a detailed exploration of nanostructured Metal-Organic Frameworks (MOFs)-composite membranes as a novel and efficient solution for CO2 sequestration process. …”
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Electrochemical Determination of Creatinine Based on Multienzyme Cascade-Modified Nafion/Gold Nanoparticles/Screen-Printed Carbon Composite Biosensors by Jialin Yang, Ruizhi Yu, Wanxin Zhang, Yijia Wang, Zejun Deng

“…The developed AuNPs/SCPE exhibited excellent reproducibility, and the proposed Nafion/AuNPs/SPCE sensor showed excellent detection sensitivity and selectivity toward creatinine. In comparison, the enzymatic creatinine biosensor was gradually established by the electrodeposition of a Prussian blue (PB) membrane on the optimal AuNPs/SCPE surface, followed by multi-enzyme cascade modification (which consisted of creatinine amidohydrolase (CA), creatine oxidase (CI) and sarcosine oxidase (SOx)) and drop-casting the Nafion membrane to stabilize the interface. …”
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Structural Performance of Fiber-Reinforced Cementitious Composite Members Reinforced with Fiber-Reinforced Polymer Bars: A Systematic Review by Helen Negash Shiferaw, Toshiyuki Kanakubo

“…The incorporation of fibers into cementitious composites markedly improves their mechanical properties, including tensile strength, ductility, compressive strength, and flexural strength, by effectively bridging cracks and optimizing load distribution. …”
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Assessing the Effects of Sports Disciplines on Body Composition and Bone Health: A Focus on Yoga, Weightlifting, and Long-Distance Running by Naseer Ud Din Waza, Nishan Singh Deol

“…Understanding how different sports influence bone health and body composition is key to improving athletic performance and overall well-being. …”
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Enhanced Triethylamine-Sensing Characteristics of SnS₂/LaFeO₃ Composite by Hong Wu, Xiaobing Wang, Yuxiang Chen, Xiaofeng Wang

“…The optimized sensor operates at 140 °C and demonstrates strong stability, selectivity, and long-term durability. …”
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Nutritional Composition of Four Edible Grasshopper Species Frequently Consumed in Madagascar: Insights for Nutritional Contribution and Alternative Insect Farming by Henlay J. O. Magara, Sylvain Hugel, Brian L. Fisher

“…Furthermore, they offer reference values for selecting and optimizing the nutrient composition of insect species that are safe and easy to rear, which could serve as a sustainable alternative to wild collection. …”
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A novel composite index of PSA and periprostatic adipose tissue quantification for enhancing high-grade prostate cancer prediction by Jie Xiong, Yunfan Liu, Xiaofeng Qiao, Guangyong Ai, Jiangqin Ma, Xiaojing He

“…The PSA, PSAD, PSA × PPFA/PA, and composite indicator models demonstrated strong predictive performance, with AUC values of 0.771, 0.796, 0.818, and 0.814, respectively. …”
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