A Coupling Error Compensation Approach Concerning Constrained Space Coordinate Precision of a Heavy-Load Longitudinal and Transversal Swing Table by Manxian Liu, Rui Bao, Shuo Li, Liang Ji, Suozhuang Li, Xiaoqiang Yan, Wei Li

“…In this paper, an accurate error compensation method based on geometric parameter correction and process optimization is proposed for the problem of coupling error in a heavy-load longitudinal and transversal swing table (HLTST) under space constraints, which makes it difficult to control the position efficiently and accurately. …”
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Influence of Impurities on the Radiation Response of the TlBr Semiconductor Crystal by Robinson Alves dos Santos, Carlos Henrique de Mesquita, Júlio Batista Rodrigues da Silva, Caue de Melo Ferraz, Fabio Eduardo da Costa, João Francisco Trencher Martins, Roseli Fernandes Gennari, Margarida Mizue Hamada

“…Previously, TlBr salts were purified once, twice, and three times by the repeated Bridgman method. The purification efficiency was evaluated by inductively coupled plasma mass spectroscopy (ICP-MS), after each purification process. …”
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SRCPAR—Spike Response-Based Congestion Prediction for Adaptive Routing for 2D NoCs by Rajendra Singh, Manoj Kumar Bohra, Ashish Sharma, Sourabh Singh Verma, Devershi Pallavi Bhatt, Amit Kumar Bairwa, Masoud Daneshtalab

“…Network-on-Chip (NoC) architectures offer several advantages over bus-based systems, including improved scalability, efficient and high-performance interconnects, reduced wire routing congestion, and enhanced power efficiency. …”
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Optimization Methodology for Meningioma and Acoustic Neuroma Detection Model Based on DCGAN by CHEN Jingcong, RAN Fengwei, ZHANG Haowei, LIU Ying

“…Establishing an automatic tumor detection model using deep learning methods can effectively reduce the subjectivity of manual diagnosis, decrease missed diagnosis rates, and improve work efficiency. …”
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MCM-41 based dispersive micro-solid phase extraction of selected cephalosporin antibiotic residues from water samples prior to liquid chromatographic quantification by Andisiwe Bangani, Mthokozisi Mnguni, Thollwana Andretta Makhetha, Elisabete Oliveira, José Luis Capelo-Martínez, Carlos Lodeiro, Philiswa Nosizo Nomngongo

“…Lastly, the UA-D-µ-SPE/HPLC-DAD method was successfully applied in extracting, preconcentrating, separating and determining CFDX and CPLX in wastewater and surface water samples. …”
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Using natural experiments to evaluate population health interventions: a framework for producers and users of evidence by Peter Craig, Mhairi Campbell, Manuela Deidda, Ruth Dundas, Judith Green, Srinivasa Vittal Katikireddi, Jim Lewsey, David Ogilvie, Frank de Vocht, Martin White

“…An overview of key quantitative methods is provided, avoiding a hierarchy as the choice of methods should be determined by the research questions and the availability of data, with each method having strengths and weaknesses and therefore appropriateness of use determined by the circumstances of the evaluation. …”
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Enhancing Pneumonia Diagnosis Through AI Interpretability: Comparative Analysis of Pixel-Level Interpretability and Grad-CAM on X-ray Imaging With VGG19 by Mohammad Ennab, Hamid Mcheick

“…The study evaluates these interpretability methods across multiple dimensions: computational efficiency, diagnostic performance, explanation continuity, calibration accuracy, robustness to training parameters, and feedback from medical experts. …”
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Analyzing the quality evaluation of college English teaching based on probabilistic linguistic multiple-attribute group decision-making by Ruoxi Hu, Qingmao Wang

“…A scientific evaluation system encourages teachers to refine their teaching methods, enhances teaching efficiency, and provides data support for curriculum optimization, thereby continuously improving the quality of college English teaching to meet students' academic and career development needs. …”
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Psychopathological manifestations of endogenous psychoses in remission / intermission state as a predisposal factor to personological transformations (comparative analysis) by M. Ye. Khomitskyi

“…The mandatory inclusion criterion for both groups was the state of clinical remission with psychotic symptoms reduction. The main methods of examination were clinical-catamnestic and clinical-psychopathological as well as medical-statistical analysis.Results. …”
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The Relevance of Computer Science and Arabic Language Learning Technology in Supporting Arabic Language Learning from The Perspective of Israel Scheffler by Muhammad Fadli Ramadhan, Suhayib Suhayib, Ichwanul Muttaqin, Mawadda Warahmah

“…Digital technologies, such as AI and interactive applications, have revolutionized learning methods, enabling more responsive and effective curricula and teaching methods. …”
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Novel design of magnetization and study of magnetic force characteristics of annular Halbach permanent magnet electrodynamic wheel by CHEN Yihao, LIANG Le, LIU Xin, DENG Zigang

“…The study investigated the basic principle of the permanent magnet wheel structure modified by introducing new magnetization methods. A three-dimensional finite element model was created to determine the optimal size of each structure through a solving process that incorporates two performance indexes: the levitation-to-weight and levitation-to-drag ratios. …”
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A Deep Learning-Driven CAD for Breast Cancer Detection via Thermograms: A Compact Multi-Architecture Feature Strategy by Omneya Attallah

“…Following that, feature transformation methods, such as discrete wavelet transform (DWT) and non-negative matrix factorization (NNMF), are employed to diminish feature dimensionality and enhance computational efficiency. …”
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Recombinant adeno-associated virus 2-mediated miRNA-199 suppression vector alleviates dextran sulfate sodium-induced ulcerative colitis in mice by Wang Shanshan, Zhao Yu

“…Methods: Different transfection methods and transfection times were found to be the most effective for mouse colonic tissue. …”
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Specifics of predicting the profitability of individual bank products based on machine learning by Inna Strelchenko, Dmytro Stognii, Anatolii Strelchenko

“…It explores the use of machine learning to build adaptive predictive models that can identify hidden patterns in financial data and provide more accurate estimates of the future profitability of banking products. The efficiency of key algorithms, including linear and logistic regression, decision trees, ensemble methods and neural networks, is analyzed. …”
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LEARNING ENGLISH THROUGH THE INTEGRATION OF STUDENTS’ EDUCATIONAL-COGNITIVE AND SELF-EDUCATIONAL ACTIVITIES by Liliya A. Dmytruk

“…Analysis, synthesis, induction, deduction, pedagogical observation, questioning, interviewing, experiment, methods of mathematical statistics were the basic methods of experimental efficiency verification of the developed model. …”
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Methodological Innovation in Evaluating the Cost-Effectiveness of Simulation Training Combining Transfer Effectiveness and Change-Point Analysis by Zhehan Jiang, Hao Hang, Xinyu Wu, Shate Xiang, Shucheng Pan

“…This was done to determine the optimal length of VR training that maximizes knowledge and skills transfer efficiency while minimizing costs, using 4 analytical methods: the transfer effectiveness ratio (TER) quantifying time savings, the incremental TER (ITER) assessing individual gains, isoperformance curves mapping cost-effectiveness, and change-point analysis identifying diminishing returns. …”
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CONCERNING CORRELATION BETWEEN METHODOLOGY AND TECHNOLOGY IN PEDAGOGICAL RESEARCH by Vladimir I. Zagvyazinsky

“…The present article is also devoted to this problem.Methods. The methods of the analysis, synthesis, idealisation, generalisation of author’s experience, a concrete definition and modelling are used.Results and scientific novelty. …”
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Integration of soft skills into the program of maritime English by V. Kudriavtseva, S. Barsuk, O. Frolova

“…Thus, there is a need to substantiate the importance of soft skills for a successful career in the maritime industry and to describe the methods to integrate them into the educational process. …”
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Predicting Optimum Moisture Content by the individual and hybrid approach of machine learning by Yinghui Yang, Yahui Dai, Qunting Yang

“…The Optimal Moisture Content (OMC) is the moisture level at which soil reaches its maximum density during compaction, making it vital in geotechnical engineering and construction for establishing the best conditions for soil strength and stability in infrastructure. Existing methods to determine OMC are both expensive and time-intensive. …”
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THE DEVELOPMENT OF A BASIC PROCESS SCHEME FOR THE PREPARATION OF ISOAMYL ACETATE by S. L. Nazanskiy, M. S. Glukhova

“…To check operating efficiency of the scheme in real conditions, a verification calculation was made to determine the minimum and working reactor volume. …”
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