Study on the Interactions Process of Coupled Model of Furrow Opener–Soil–Pot Seedling Based on Discrete Approach by Bin Jiang, Jinping Cai, Xiongfei Chen, Junan Liu, Liping Xiao, Jinlong Lin, Yuqiang Chen

“…The coupled model provides technical support for the design and parameter optimization of rice planting equipment.…”
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A genetic programming approach with adaptive region detection to skin cancer image classification by Kunjie Yu, Jintao Lian, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang

“…In recent years, the development of computer vision and machine learning has provided new methods for assisted diagnosis. …”
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STIMULATION OF REPARATION IN A LINEAR WOUND MODEL IN RATS BY BISCHOFIT GEL by Yu. V. Stepenko, V. O. Soldatov, M. A. Zatolokina, A. V. Mayorova, B. B. Sysuev, A. N. Demidenko, E. N. Ivahno, M. V. Sarycheva, M. V. Pokrovskiy

“…Actovegin showed less influence on this parameter (12.60 N), and the use of Contractubex led to its decrease (8.10 N). …”
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Enhanced Crop Leaf Area Index Estimation via Random Forest Regression: Bayesian Optimization and Feature Selection Approach by Jun Zhang, Jinpeng Cheng, Cuiping Liu, Qiang Wu, Shuping Xiong, Hao Yang, Shenglong Chang, Yuanyuan Fu, Mohan Yang, Shiyu Zhang, Guijun Yang, Xinming Ma

“…While integrating machine learning algorithms with spectral variables has improved LAI estimation over large areas, excessive input parameters can lead to data redundancy and reduced generalizability across different crop species. …”
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Outcome measures of instrumented gait analysis in hereditary spastic paraplegia: a systematic review by Veronika Koch, Alzhraa Ibrahim, Juergen Winkler, Bjoern Eskofier, Martin Regensburger, Heiko Gassner

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Estimating Winter Wheat Canopy Chlorophyll Content Through the Integration of Unmanned Aerial Vehicle Spectral and Textural Insights by Huiling Miao, Rui Zhang, Zhenghua Song, Qingrui Chang

“…Chlorophyll content is an essential parameter for evaluating the growth condition of winter wheat, and its accurate monitoring through remote sensing is of great significance for early warnings about winter wheat growth. …”
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Prediction of geological and engineering integrated sweet spots of deep coalbed methane by Zhengrong CHEN, Wei LIU, Xueshen ZHU, Yongjing TIAN, Xin XIE

“…Based on the rock strength parameter, the enlargement rate of wellbore diameter, and the fracture toughness of rocks, a natural fissure index model was constructed. …”
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Research on prediction of bottom hole flowing pressure for vertical coalbed methane wells based on improved SSA-BPNN by YU Yang, DONG Yintao, LI Yunbo, BAO Yu, ZHANG Lixia, SUN Hao

“…Five routinely measured parameters that influence flowing bottom hole pressure were selected as the input parameters for the prediction model, with corresponding bottom hole pressure values as the output parameters. …”
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Design of a Mechanized Road Sweeper by Asiimwe Dianah

“…The researcher, however, recommended that the fabrication of the machine needs to be done based on the individual part parameters developed in this thesis and performance testing of the machine to embrace the new technology for effective sweeping process.…”
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Thermally Switchable Auxetic Cell Structures for Adaptive Morphing Surfaces: Design, Simulation, and Demonstrator Validation by Fabian Ziervogel, Lukas Boxberger, Nataliia Gromberg, Linda Weisheit, Dilip Chalissery, Welf-Guntram Drossel

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An optimal federated learning-based intrusion detection for IoT environment by A. Karunamurthy, K. Vijayan, Pravin R. Kshirsagar, Kuan Tak Tan

“…However, these traditional procedures mainly focus on training the machine learning model through specific data and parameters. …”
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基于VERICUT非圆齿轮磨齿虚拟加工研究 by 李建刚, 俞春华, 王琳, 谷鹏, 李泽湘

“…The virtual noncircular gear grinding NC machine tool is set up in VERICUT.Based on the principle of noncircular gear grinding by forming grinder,the movement data is calculated and G-code is compiled.The machine tool model is built up in VERICUT,the qualified controller is choosed and the corresponding parameters is set.The simulation of noncircular gear grinding is carried out in VERICUT,and detailed analysis and discussion of the interference of virtual machining is given,and solutions is provied to these problems.Through this virtual machine tool,the correctness of the theory of noncircular gear grinding is verified and a reliable basis is provied for the actual machining.…”
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Analysis of features of implementing a “Port scanning” attack using a “Zombie” computer by N. V. Boldyrikhin, M. V. Karpenko, I. A. Sosnovsky, E. A. Yadrets

“…Theoretical aspects related to the implementation of a “port scanning” attack using a “zombie” computer are analyzed. The parameters by which a “zombie” machine is selected on the network are indicated. …”
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Theoretical studies results for a mathematical model of a road roller turn by M. N. Artemenko, P. A. Korchagin, I. A. Teterina

“…As a result of the developed mathematical model, a program code was built in the MATLAB software product, which formed the basis of theoretical studies that made it possible to fully study the influence of the design and operational parameters of the machine on the motion trajectory and positioning accuracy.Results. …”
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MODEL AND EXPERIMENT OF THE HYSTERIS CHARACTERISTICS ON MAGNETORHEOLOGICAL DAMPING LATHE TOOL by ZHANG YongLiang, GU Tao, PAN JianJian

“…Based on the theory of nonlinear hysteresis and combined with the data decomposition and parameter identification,the nonlinear elastic force、damping parameter、the hysteresis stiffness and hysteretic restoration force are calculated. …”
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THE ENERGY MINIMIZATION AND THE COST REQUIREMENTS FOR THE POTATO RESIDUES REPROCESSING by Tarek FOUDA, F. A. AHMED, M. A. ALI

“…To optimize the operating parameters of the performance of farm residues it was used the cutting machine and it was established the minimum cost, power and energy requirements for produce animal feed raw materials from potato haulme. …”
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Methodology of Using CAx and Digital Twin Methods in the Development of a Multifunctional Portal Centre in Its Pre-Production Phase by Petr Bernardin, Zdenek Hajicek, Petr Janda, Josef Kozak, Frantisek Sedlacek, Vaclava Lasova, Jiri Kubicek

“…The aforementioned methodology was used to obtain and verify the final dimensions of the developed machine centre, which were the expected results. The proposed dimensions were verified in this way in terms of the mechanical properties of the designed machine (stiffness, strength, and modal properties), in terms of the suitability for machining the specific part, and in terms of the moved masses and drive parameters.…”
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Optimized Application of CGA-SVM in Tight Reservoir Horizontal Well Production Prediction by Chao Wang, Ruogu Wang, Yuhan Lin, Jiafei Zhang, Xiaofei Xie, Zidan Zhao, Yunlin Xu

“…Compared with traditional support vector machine, BP neural network, KNN and naive Bayes, the improved support vector machine has a higher prediction accuracy, and the average error is only 2.7%. …”
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A Next-generation Exoplanet Atmospheric Retrieval Framework for Transmission Spectroscopy (NEXOTRANS): Comparative Characterization for WASP-39 b Using JWST NIRISS, NIRSpec PRISM,... by Tonmoy Deka, Tasneem Basra Khan, Swastik Dewan, Priyankush Ghosh, Debayan Das, Liton Majumdar

“…Accurate analysis of these data sets requires advanced retrieval frameworks capable of navigating complex parameter spaces. We present NEXOTRANS , an atmospheric retrieval framework that integrates Bayesian inference using UltraNest / PyMultiNest with four machine learning algorithms: Random Forest , Gradient Boosting , K-Nearest Neighbor , and Stacking Regressor . …”
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Preoperatively-determined Red Distribution Width (RDW) predicts prolonged length of stay after single-level spinal fusion in elderly patients by Anton Früh, Dietmar Frey, Adam Hilbert, Claudius Jelgersma, Christian Uhl, Nitzan Nissimov, Peter Truckenmüller, David Wasilewski, Dimitrios Rallios, Matthias Hoppe, Simon Bayerl, Nils Hecht, Peter Vajkoczy, Lars Wessels

“…The Red Distribution Width (RDW) is a preoperative routinely determined parameter that reflects the degree of heterogeneity of red blood cells. …”
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