Metabolomics reveals the differential regulatory mechanisms of quality and flavonoid biosynthetic pathways during the drying process of varieties licorice by Lichun Zhu, Mengqin Li, Xuetao Zhang, Qian Zhang, Xuhai Yang, Zhihua Geng

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Optimizing laser powder bed fusion parameters for enhanced hardness of Ti6Al4V alloys: A comparative analysis of metaheuristic algorithms for process parameter optimization by Praveenkumar V, Vijaykumar S. Jatti, Saiyathibrahim A, Praveen Kumar D, Murali Krishnan R, Vinaykumar S. Jatti, A. Johnson Santhosh

“…This study investigates the influence of Laser Powder Bed Fusion (LPBF) processing parameters of high-performance Ti6Al4V components on mechanical properties and microstructural uniformity. …”
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Optimization of tobacco seed cleaning modes by E. A. Bubnov, D. V. Don

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Process optimization of gravity sand casting process for thin-walled castings of Al–7Si-0.5 Mg alloy using a coupled simulation-experiment method by Zhijie Guo, Dong-Rong Liu, Hongyu Bao, Zhenpeng Pu, Yicheng Feng, Erjun Guo

“…Quick pouring minimizes the heat loss and increases the fluidity. The optimal processing parameters are pouring temperature of 720 °C, sand-mold preheating temperature of 110 °C, and the filling time of 2.5 s. …”
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A novel attention based vision transformer optimized with hybrid optimization algorithm for turmeric leaf disease detection by R. Selvaraj, M. S. Geetha Devasena

“…The Vision Transformer process each patch as a token through a self-attention mechanism so that the most relevant patches can be processed to extract the essential features. …”
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Multiresponse Optimization of Mechanical Behaviour of Calotropis gigantea/Nano-Silicon-Based Hybrid Nanocomposites under Cryogenic Environment by Muruganantham Ponnusamy, L. Natrayan, Pravin P. Patil, G. Velmurugan, Subash Thanappan

“…To accomplish the mentioned goal, RSM calculated and optimized the following processing parameters using the BBD arrangement at various CGF fibre thickness (gsm), weight percent of nanosilica powder (wt. percent), and cryogenic treatment period (min). …”
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CONTACT STIFFNESS MEASUREMENT AND GRINDING PARAMETERS OPTIMIZATION OF CYLINDRICAL PLUNGE GRINDING (MT) by WANG JiaLe, LI HaoLin, SUN ShiYu, WANG NengYang, CAO WenJie, CUI Yi

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Multi-Objective Optimization Design of Dual-Spindle Component Based on Coupled Thermal–Mechanical–Vibration Collaborative Analysis by Xiaoliang Lin, Yiming Xie, Xiaolei Deng, Jing Tian, Yue Han, Peng Wang

“…According to the theories of thermal characteristics, statics, and dynamics, the solution of thermal-mechanical coupling deformation and the solution of vibration characteristics under prestress are repeatedly conducted, that are working collaboratively with each process of parameters sensitivity computing, selection of design variables, central composite design, and multi-objective joint optimization. …”
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Effective Formalization of Design Processes as a Key Factor in Achieving Optimal Solutions When Creating the Final Stages of Steam Turbines by Anatolii O. Tarelin, Iryna Ye. Annopolska

Crucial heat damage analysis and optimization of a mid-sized pickup truck based on a deep Gaussian process model by Zebin Zhang, Sisi Liu, Xianzong Meng, Tingting Wang, Shizhao Jing, Chuanrui Wang, Dongchen Qin

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Optimization of Straw Particle Size for Enhanced Biogas Production: A Comparative Study of Wheat and Rapeseed Straw by Kamil Witaszek, Karol Kupryaniuk, Jakub Kupryaniuk, Julia Panasiewicz, Wojciech Czekała

“…These findings highlight the importance of mechanical pretreatment in optimizing biogas production and provide insights into improving the efficiency of straw-based anaerobic digestion systems.…”
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Parameter optimization of Mg reduction by thermo-silicon method using Taguchi method, grey relational analysis and preference selection index by Quyen Vu Viet

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Length Optimization of MEP Pipeline Integrated Modular Based on Genetic Algorithm by Xuefeng Zhao, Qiantai Yang, Gangwen Yan, Xiongtao Fan, Yinghui Yang, Huizhong Zhang, Song Chen

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Research on the optimization of mechanical properties of triply periodic minimal surfaces in composite materials prepared with the assistance of acoustic fields by Shuai Guo, Xianliang Sheng, Anfu Guo, Wenlu Yang, Xiaolin Zhao, Shang Sui, Jiaqiang Li, Yufan Zhao, Meng Wang, Xin Lin

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Parameter Optimization of Graded Macadam Transitional Layer for Inverted Asphalt Pavement Based on the Mechanical Response and Strength Standard by Chen Zhang, Yong Lei

“…To improve the durability of asphalt pavement with heavy traffic conditions in cold regions, the parameter optimization of graded macadam transitional layer (GMTL) for the inverted asphalt pavement based on the mechanical response and the strength standard was studied. …”
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Research on tracking strategy of manipulator based on fusion reward mechanism by Ruyi Dong, Kai Yang, Tong Wang

“…To address the problem of tracking randomly located targets in three-dimensional space, this paper proposes a PPO (proximal policy optimization) algorithm with a fused reward mechanism, which enhances the tracking and guidance capabilities of the manipulator in multiple dimensions and reduces the blind randomness of the manipulator during the detection and sampling process. …”
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Effects of fiber content on crystallization behavior and mechanical properties for fiber-reinforced microcellular injection molding combined with in-mold decoration process by Shengrui Yu, Haitao Hua, Lei Xu, Senzhen Song, Tianyu Zhang, Linan He, Chunfa Dong, Qingzhou Li, Fei Chen, Wen Han, Lanyu Zeng, Huamin Zhou

“…These findings provide insights for optimizing FR-MIM/IMD process and tailoring composite performance.…”
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Efficiently optimized multi-fillers for rain gardens: Long-term pollution control performance by Tianyin Huang, Zhixin Wang, Yiming Nie, Hanhan Liu, Peirong Li, Jingjing Yang, Bingdang Wu

“…To address this issue, this study employs the Analytic Hierarchy Process (AHP) to systematically evaluate 11 types of fillers, including 5 natural materials, 3 industrial wastes, and 3 artificial materials, aiming to optimize filler configurations and enhance the pollutant removal efficiency of rain gardens. …”
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Context, implementation and mechanisms of impact of a stepped-care WHO psychological intervention for migrants with psychological distress by Beatrice Compri, Giulia Turrini, Marianna Purgato, Richard Bryant, Paula Cristobal, Josep Maria Haro, Raffael Kalisch, Vincent Lorant, David McDaid, Kerry R. McGreevy, Roberto Mediavilla, Michela Nosè, A-La Park, Papoula Petri-Romão, Aurélia Roversi, Marit Sijbrandij, Andrea Tortelli, Anke Witteveen, Corrado Barbui

“…This study evaluates a stepped-care program combining DWM and PM+ for migrants in Italy, examining its context, implementation, and mechanisms of impact. A mixed-methods process evaluation was conducted alongside a randomized controlled trial (RCT), following the Medical Research Council (MRC) framework. …”
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Investigation of the impact of unsteady air flows on the mechanical and operational properties of aircraft structural elements by D. A. Ivanov

“…As a result of the study, the influence of various factors, such as the subsonic airflow velocity and the frequency of oscillations, the material and geometric parameters of the processed product, on both the optimal and leading to a decrease in mechanical properties duration of processing by pulsating airflow of aircraft structural elements during maintenance and repair, was evaluated. …”
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