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    Optimization of Mechanical Properties and Manufacturing Time through Experimental and Statistical Analysis of Process Parameters in Selective Laser Sintering by Adrian Korycki, Christian Garnier, Valerie Nassiet, Charles Tarek Sultan, France Chabert

    Published 2022-01-01
    “…We conclude that a low laser power applied twice can improve the properties of the printed part. By optimizing the laser parameters, the targeted mechanical properties are obtained with over 33% of production time savings.…”
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    THERMODYNAMIC MODELING OF PHYSICAL AND CHEMICAL PROCESSES AND OPTIMIZATION OF THE TECHNOLOGY OF PLASMA COVERINGS OF THE MECHANICALLY ALLOYED THERMO-REACTIVE POWDERS by F. G. Lovshenko, G. F. Lovshenko, B. B. Hina, Z. M. Lovshenko, A. S. Fedosenko

    Published 2012-05-01
    “…Data of thermodynamic modeling of balanced structure of powders of the mechanically alloyed thermo-reactive compositions, dependences of powders heating and structure of coverings on temperature of plasma stream, and also the results of optimization of spatter process are given.…”
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    Fused deposition modeling process parameter optimization on the development of graphene enhanced polyethylene terephthalate glycol by S. Raja, M. Jayalakshmi, Maher Ali Rusho, Vinoth Kumar Selvaraj, Jeyanthi Subramanian, Simon Yishak, T. Arun Kumar

    Published 2024-12-01
    “…Trials demonstrated notable improvements in mechanical performance, with optimal printing parameters identified using the Spice Logic Analytical Hierarchy Process (AHP). …”
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    Investigation of Mechanical and Corrosion Behavior of ECAP Processed AA7075 Through ML, ANNW, RSM, and SA Methodologies by Majed Alinizzi, W. H. El‐Garaihy, A. I. Alateyah, Samar El‐Sanabary, Fahad Nasser Alsunaydih, Mansour Alturki, H. Abd El‐Hafez, Mohamed S. El‐Asfoury, Eman M. Zayed, Hanan Kouta

    Published 2025-04-01
    “…The investigation examines microstructural evolution, mechanical, and corrosion behavior under varying die angles (90° and 120°), processing routes (A, Bc, C), and up to four passes. …”
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    Optimizing process parameters for enhancing mechanical properties of aa6061 composites reinforced with walnut shell ash and silicon carbide by Rajesh Angirekula, S. Manickam, P. Ravindra Babu

    Published 2024-12-01
    “…This study demonstrates the impact of optimizing process parameters to improve the mechanical properties of AA6061 composites, contributing significantly to their potential applications.…”
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    Organophosphorus pollutant degradation in wastewater using the microscale zero-valent iron/O3 process: optimization, performance, and mechanism by Zhenpeng Cai, Yujia Xiang, Boyi Cong, Yang Liu, Shuai Yang, Ningruo Wang, Heng Zhang, Yuzhong Wang, Bo Lai

    Published 2025-05-01
    “…The TP, OP, and COD removal efficiencies in the mZVI/O3 system reached 97.10%, 97.31%, and 81.56% within 20 min, respectively, under optimized conditions. Based on the experimental results and characterization analysis, the THPS degradation mechanism by the mZVI/O3 system was primarily a combination of oxidation (60.37% ± 7.41%) and flocculation (39.63% ± 7.41%). …”
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    Predicting Endpoint Temperature of Molten Steel in VD Furnace Refining Process Using Metallurgical Mechanism and Bayesian Optimization XGBoost by Ji XU, Zicheng XIN, Mo LAN, Wenhui LIN, Bo ZHANG, Qing LIU

    Published 2024-11-01
    “…Following the metallurgical mechanism, the characteristic importance of XGBoost input variables is partially enhanced, and the model’s hyperparameters are optimized using Bayesian optimization. …”
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