CFD based neural network model framework for mixed convection in a lid-driven cavity with conductive cylinder by Md Muhtasim Fardin, Md Sadman Hossain, Mohammad Nasim Hasan

“…The top lid of the cavity is maintained at a constant cold temperature and slides with a constant linear velocity, while the bottom wall is heated to maintain a constant temperature. …”
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Design and Optimization of Friction Winch for 25 MW Airborne Wind Energy Systems by Lizhao NIU, Kuo YIN, Chonghui LEI

“…To overcome the difficulties of high cable tension, high linear velocity and complex working conditions during its operation to meet the requirements of long service life, high reliability and high safety, a floating double drum friction winch mechanism based on pressure bearing wheels is proposed. …”
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Classifying IoT Botnet Attacks With Kolmogorov-Arnold Networks: A Comparative Analysis of Architectural Variations by Phuc Hao do, Tran Duc Le, Truong Duy Dinh, van Dai Pham

“…The Original-KAN variant, in particular, excelled in capturing complex, non-linear patterns inherent in IoT botnet traffic, achieving higher accuracy and faster convergence rates. …”
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CureSCi Metadata Catalog-Finding and harmonizing studies for secondary analysis of hydroxyurea discontinuation in sickle cell disease. by Xin Wu, Jeran Stratford, Karen Kesler, Cataia Ives, Tabitha Hendershot, Barbara Kroner, Ying Qin, Huaqin Pan

“…Secondary analysis employed a generalized linear model to identify factors that significantly impact hydroxyurea discontinuation.…”
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Learning to Score: A Coding System for Constructed Response Items via Interactive Clustering by Lingjing Luo, Hang Yang, Zhiwu Li, Witold Pedrycz

“…In this paper, we propose an interactive coding system called ASSIST to efficiently score student responses with expert knowledge and then generate an automatic score classifier. …”
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Joint power allocation and subcarrier assignment for device to device in 5G time division duplex networks by Pan Zhao, Lei Feng, Peng Yu, Wenjing Li, Xuesong Qiu

“…The problem is formulated as a mixed integer non-linear programming (MINLP) problem. To make it tractable, we separate the original MINLP problem into two sub problems: power allocation and sub-carrier reusing. …”
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Simulating fluvial sediment pulses using remote sensing and machine learning: Development of a modeling framework applicable to data rich and scarce regions by Abhinav Sharma, Celso Castro-Bolinaga, Natalie Nelson, Aaron Mittelstet

“…Various combinations of predictor variables, training algorithms including linear regression and additional machine learning methods, and input data availability scenarios were examined to comprehend the factors influencing turbidity prediction on a regional scale. …”
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GLFFNet: Global–Local Feature Fusion Network for High-Resolution Remote Sensing Image Semantic Segmentation by Saifeng Zhu, Liaoying Zhao, Qingjiang Xiao, Jigang Ding, Xiaorun Li

“…Given that Mamba is capable of handling long-range relationships with linear computational complexity and relatively high speed, we introduce VMamba as an auxiliary branch encoder to provide global information for the main branch. …”
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A deep learning based hybrid recommendation model for internet users by Amany Sami, Waleed El Adrousy, Shahenda Sarhan, Samir Elmougy

“…The proposed model uniquely combines user-based and item-based Collaborative Filtering (CF) to effectively analyze user-item interactions, Neural Collaborative Filtering (NCF) to capture complex non-linear relationships, and Recurrent Neural Networks (RNN) to identify sequential patterns in user behavior. …”
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Dynamically Tunable Multidimensional Feature Focusing and Diffusion Networks for Water Surface Debris Detection by Chong Zhang, Jie Yue, Jianglong Fu

“…First, a Self-moving Point Convolutional Gating Network (SPCG-Net) was designed, which integrated an adaptive point-moving mechanism with a convolutional gating linear unit to enhance the flexibility and accuracy of feature extraction. …”
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USING THE ANYLOGIC ENVIRONMENT FOR MODELING AND ANALYSIS OF THE INFORMATION SECURITY AUDIT PROCESS by Kamilla M. Khuranova, Igor D. Kologorov, Sergey A. Reznichenko, Leonid N. Kessarinskiy

“…Simulation results revealed a non-linear relationship between phase durations and detected vulnerabilities. …”
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The usage of power system multi-model forecasting aided state estimation for cyber attack detection by I. A. Lukicheva, A. L. Kulikov

“…Simulation of the algorithm has been carried out and its efficiency has been proved.CONCLUSION. The results showed the cyber attack detection rate of 100%. …”
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Costs and export potentials of green synthetic fuels produced in the MENA region by Josua Braun, Thomas Pregger, Jürgen Kern, Yvonne Scholz

“…At its core is the DLR_ITEMS GlobalFuel framework, which calculates local production costs using temporally and spatially resolved data. The framework uses linear optimization to design cost-optimal systems by dimensioning the components for maximal efficiency. …”
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In Situ Synthesis of a Magnetic Graphene Platform for the Extraction of Benzimidazoles from Food Samples and Analysis by High-Performance Liquid Chromatography by Qianchun Zhang, Yulan Liu, Xingyi Wang, Huimin Li, Junyu Chen

“…Various experimental parameters that might affect the extraction efficiency such as the amount of G-Fe3O4, extraction solvent, extraction time, and desorption conditions were evaluated. …”
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A novel mobile robot path planning method based on neuro-fuzzy controller by Abbas Mostafanasab, Mohammad Bagher Menhaj, Mahnaz Shamshirsaz, Rasul Fesharakifard

“…Then, for  determining the linear velocity, the nearest distance from obstacles and distance from the goal have been used. …”
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Does integration matter? an international cross-sectional study on the relationship between perceived public health and primary care integration and COVID-19 vaccination rates. by Sumeet Sodhi, Rifka Chamali, Devarsetty Praveen, Manushi Sharma, Marcelo Garcia Dieguez, Robert Mash, Felicity Goodyear-Smith, David Ponka

“…COVID-19 vaccination implementation approach and perceived PC-PH integration against COVID-19 vaccination coverage was investigated using bivariate and subgroup analyses, Spearman correlation, and linear regression.<h4>Results</h4>A total of 394 responses from 32 countries were analysed. …”
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Investigation of Gamma Radiation Shielding in NiMnGa-Doped Multifunctional Smart Polymer Composites Using Geant4 and WinXCOM by Mediha Kök, Mustafa Ersin Pekdemir, Seçil Niksarlıoğlu, Serpil Yalçın Kuzu, Mustafa Kaya

“…This study assesses the gamma radiation shielding efficiency of polymer composites doped with varying amounts of alloy, using software to demonstrate the potential application of innovative materials in radiation protection. …”
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Effectiveness analysis of external heating system of gauge tank of pumping unit using exhaust piping of the IC engine by S. О. Kireev, V. N. Stepanov, M. V. Korchagina, A. V. Yefimov

“…Introduction. The heating efficiency or regulation of the operating temperature of the fluid located in the gauge tank of a mobile pumping unit (PU) using the exhaust system of the internal combustion engine (ICE) is studied. …”
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Identification of Sudden Stiffness Change in the Acceleration Response of a Nonlinear Hysteretic Structure by Sheng-Lan Ma, Shao-Fei Jiang, Chen Wu, Si-Yao Wu

“…The integration of discrete wavelet transform and independent component analysis (DWT-ICA) method can directly identify time-varying changes in linear structures. However, better metrics of structural seismic damage and future performance after an event are related to structural permanent and total plastic deformations. …”
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Carrying out entrance control of “Informatics” students’ knowledge with use of specialized computer system by L. V. Larina

“…The models of integer linear programming and algorithms of discrete optimization for solving problems of forming optimum tests, offered earlier by the author are used in the system. …”
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