Integrating the TRIZ and Taguchi's Method in the Optimization of Processes Parameters for SMT by Yung-Tsan Jou, Wen-Tsann Lin, Wei-Cheng Lee, Tsu-Ming Yeh

“…Expert verification is then used to screen the key factors affecting the quality of SMT, which are then combined with Taguchi's method to identify the optimal parameter set influencing the thickness of SMT solder paste. …”
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Multiplex Immunoassay for Biomarker Profiling of Whole Blood Cell Lysates and Supernatants and Pathogen Response in Neat Whole Blood Cultures by Irina Balan, Alejandro G. Lopez, A. Leslie Morrow

“…To address these limitations, we developed a strategy using whole blood cell lysates and supernatants to optimize biomarker detection. …”
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Development and Validation of Inductively Coupled Plasma Mass Spectrometry Method for Quantification of Lithium in Whole Blood from Forensic Postmortem Cases by Cherrie Cheuk Yiu Chang, Sys Stybe Johansen, Brian Schou Rasmussen, Kristian Linnet, Ragnar Thomsen

“…Serum is commonly unavailable in forensic postmortem analysis, where whole blood is the matrix of choice. In this study, an inductively coupled plasma mass spectrometry (ICP-MS) method was developed and validated for the quantification of lithium in postmortem whole blood. …”
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PyPortOptimization: A portfolio optimization pipeline leveraging multiple expected return methods, risk models, and post-optimization allocation techniques by Rushikesh Nakhate, Harikrishnan Ramachandran, Amay Mahajan

“…Users can customize the pipeline at every step, from data acquisition to post-processing of portfolio weights, using their own methods or selecting from predefined options. Built-in Monte Carlo simulations help assess portfolio robustness, while performance metrics such as return, risk, and Sharpe ratio are calculated to evaluate optimization results. • The study compares various configured methods for each step of the portfolio optimization pipeline, including expected returns, risk-modeling and optimization techniques. • Custom Designed Allocator outperformed. …”
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Recent Advances in Optimization Methods for Machine Learning: A Systematic Review by Xiaodong Liu, Huaizhou Qi, Suisui Jia, Yongjing Guo, Yang Liu

“…This systematic review explores modern optimization methods for machine learning, distinguishing between gradient-based techniques using derivative information and population-based approaches employing stochastic search. …”
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Roadway roof stability grading method based on multi-index optimization by Xiaoqiang Xue, Wei Du, Jian Cui, Wenxing Zhang

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Fast-converging decentralized alternating direction method of multipliers for consensus optimization by Jeannie He, Ming Xiao, Mikael Skoglund

“…Abstract For its well-established convergence properties, simplicity, and applicability to various optimization problems, the alternating direction method of multipliers (ADMM) has been at the center of several research fields. …”
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Automatic seismic-well tie based on cascaded matching optimization method by Mengcheng Li, Xuri Huang, Xuri Huang, Weiping Cao, Yukai Wo, Minghua Xu, Mengyu Ren, Shunkang Lu

“…To overcome these challenges, we propose the cascaded matching optimization method. This method decomposes the time shifts calculation into two steps: first, smooth time shifts are determined using local similarity scan while preserving waveform characteristics to perform an initial correction; second, the corrected synthetic trace is refined to account for residual shifts. …”
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THE METHOD OF OPTIMIZATION OF THE SET OF TECHNICAL FACILITIES TO PROVIDE AVIATION SAFETY AND SECURITY by B. V. Zubkov, A. K. Volkov, A. K. Volkov

“…The actuality of problem of optimizing the set of technical facilities to provide aviation safety and security is determined by the necessity to develop aviation security provision system taking into account the analysis of threats while ensuring balance between expenses on security support and possible damage from the act of unlawful interference.The offered method of optimization consists of two main stages: determination of the optimal total expenses and determination of the optimal set of technical facilities.The first stage is devoted to analysing the threats and solving the task of optimization of total expenditures on the technical aids set used to ensure aviation safety and security which means searching for the minimum of total expenses goal function. …”
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Dynamic Collaborative Optimization Method for Real-Time Multi-Object Tracking by Ziqi Li, Dongyao Jia, Zihao He, Nengkai Wu

“…Experiments conducted on multiple public datasets, including MOT17, MOT20, and VisDrone-MOT, demonstrate that this method remarkably improves tracking accuracy while maintaining real-time performance. …”
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A method for parameterized design and rapid optimization of axial flow pumps by Kan Kan, Ye Li, Huixiang Chen, Siqi Gao, Jinbo Chen

“…To design a high-specific-speed axial flow pump with excellent hydraulic performance, this study comprehensively improves the hydraulic performance of the axial flow pump unit using a two-stage iterative orthogonal parameter optimization method while meeting the design requirements. …”
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Storage damage of cold-stored whole blood in CPDA maintenance fluid during the whole effective storage period by Yingyu He, Yiquan Zhang, Wanbing Liu, Lidong Zhang, Yingkai Xu, Zihan Yuan, Junying Li, Lei Liu, Fangxiong Cheng

“…This study will involve monitoring cold-stored whole blood (CS-WB) to assess variations in the concentration and activity of each component during in vitro storage.Methods20 bags of WB (400 mL each) from healthy donors were stored at (4 ± 2) °C. …”
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Avoiding Mistakes While Writing Scientific Manuscripts In Health Sciences by Faddi Ghassan Saleh Velez, Camila Pinto Bonin, Maria Regina Chalita, Denise Pinheiro Falcão, Felipe Fregni, Rivadávio Fernandes Batista de Amorim

“…OBJECTIVE: To address common mistakes that researchers commit while writing a manuscript, in order to understand and optimize the process of writing a new research paper. …”
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Sustainable Optimization of the Injection Molding Process Using Particle Swarm Optimization (PSO) by Yung-Tsan Jou, Hsueh-Lin Chang, Riana Magdalena Silitonga

“…Together, this hybrid approach achieves what neither method could accomplish alone: the BPNN accurately models the intricate process-quality relationships, while PSO rapidly converges on optimal parameter sets that simultaneously meet strict quality targets (66–70 g weight, 3–5 mm thickness) and minimize energy consumption. …”
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A Gradient Enhanced Efficient Global Optimization-Driven Aerodynamic Shape Optimization Framework by Niyazi Şenol, Hasan U. Akay, Şahin Yiğit

“…In the single-point optimization, the GEK method achieved the highest drag reduction, outperforming other approaches, while in the multi-point case, GEKPLS provided the best overall improvement. …”
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Enhancing NUE in Corn Through Optimized Sensor-Based Prescription Maps by Salman Mirzaee, Ali Mirzakhani Nafchi

“…Enhancing nitrogen use efficiency (NUE) through optimized application methods can benefit agronomic productivity and environmental sustainability. …”
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A unified DNN weight compression framework using reweighted optimization methods by Mengchen Fan, Tianyun Zhang, Xiaolong Ma, Jiacheng Guo, Zheng Zhan, Shanglin Zhou, Minghai Qin, Caiwen Ding, Baocheng Geng, Makan Fardad, Yanzhi Wang

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Experimental study on solution possibilities of multiextremal optimization problems through heuristic methods by Rudolf A. Neydorf, Ivan V. Chernogorov, Orkhan Takhir Yarakhmedov, Victor V. Polyakh

“…Therefore, three best known and developed search engine optimization techniques are studied: particle swarm method, evolutionary genetic approach, and ant colony algorithm. …”
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Verifying hyperparameter sensitivities of optimal filter design methods for fault signature enhancement by Schmidt Stephan, Wilke Daniel N., Heyns Philippus Stephan, Gryllias Konstantinos C.

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Optimization of seed enhancement methods on seed germination and emergence of St. John’s wort by M. Nemati Khoei, A. Abbasi Surki, S. Fallah

“…Optimizing the best methods to enhancement of seed germination and early seedling growth of Hypericum perforatum L. an experiment was conducted in Shahrekord University in two stages. …”
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