Hyperparameter Optimization of ANN, SVM, and KNN Models for Classification of Hazelnuts Images Based on Shell Cracks and Feature Selection Method by H. Bagherpour, F. Fatehi, A. Shojaeian, R. Bagherpour

“…The results indicated that the SFFS method had a greater effect on improving the performance of the models than the PCA method. …”
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Coupled Dynamics Modeling and Validation of Maglev Vehicle and Bridge Systems by Fei Zhou, Xiaolong Li

“…Using the modal reduction method, the bridge finite element model is imported into the vehicle dynamics model through a rigid–flex coupling interface, establishing a medium–low-speed maglev vehicle suspension system–bridge coupling dynamics model. …”
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Prediction of Reduction Recovery of Iron and Vanadium Oxides in Low-Grade Vanadium–Titanium Magnetite Based on Response Surface Model by Xueting Jiang, Hao Wu, Aijun Deng

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Low fluctuation stiffness design method for vibration reduction of helical gears by YOU Zhiwei, GAO Jingtao, LI Haonan

“…Then it was compared with the finite element method to verify the correctness and effectiveness of the parameter design method and the analytical mesh stiffness model. …”
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A Two-Step Sequential Hyper-Reduction Method for Efficient Concurrent Nonlinear FE² Analyses by Yujin So, Jaehun Lee

Subjects: “…multiscale finite element method…”
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Passive Rotor Noise Reduction Through Axial and Angular Blade Spacing Modulation by Chingiz Arystanbekov, Altay Zhakatayev, Basman Elhadidi

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Towards a Sustainable Disruptive Growth Model: Integrating Foresight, Wild Cards and Weak Signals Analysis by Rafael Popper, Yuli Villarroel, Raimund Popper

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Rough Set Theory and Soft Computing Methods for Building Explainable and Interpretable AI/ML Models by Sami Naouali, Oussama El Othmani

“…Applied to a private cardiovascular dataset, our MLSpecialReduct algorithm achieves a peak Random Forest accuracy of 0.99 (versus 0.85 without feature selection), while MLFuzzyRoughSet improves accuracy to 0.83, surpassing our MLVarianceThreshold (0.72–0.77), an adaptation of the traditional VarianceThreshold method. …”
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Balanced truncation model reduction for laser heating wafer model in frequency restricted domain by Md. Saiduzzaman, Md. Shafiqul Islam, Md. Sumon Hossain, M. Monir Uddin, Mohammad Osman Gani

“…In this paper, we develop a mathematical model for laser heating in silicon wafers. For model reduction, we use the balanced truncation method, considering both frequency-unrestricted and restricted cases. …”
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ON SYMMETRY REDUCTIONS AND INVARIANT SOLUTIONS OF THE k-ε TURBULENCE MODEL by N. G. Khor'kova

“…Methods of theoretical group analysis of differential equations are applied to the k -ε turbulence model. …”
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ScTCN-LightGBM: a hybrid learning method via transposed dimensionality-reduction convolution for loading measurement of industrial material by Zihua Chen, Runmei Zhang, Zhong Chen, Yu Zheng, Shunxiang Zhang

“…First, we provide an abnormal data processing method to guarantee raw data accuracy. Second, we design a sided-composited temporal convolutional network that combines a novel transposed dimensionality-reduction convolution residual block with the conventional residual block. …”
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LOGISTIC REGRESSION MODELING OF REDUCTANT HERBICIDE IN PAGARALAM COFFEE FARMING by Irmeilyana Irmeilyana, Ngudiantoro Ngudiantoro, Sri Indra Maiyanti, Siddiq Makhalli

“…Overall prediction accuracy of the model results of the enter method and backward method are respectively 78.2% and 76.4%. …”
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Numerical Modeling of PMSM Noise Reduction by Harmonic Current Injection by Federico Soresini, Dario Barri, Federico Ballo, Massimiliano Gobbi

“…The study proposes and validates a numerical method for modeling this phenomenon. The strategy was first applied experimentally. …”
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Factors contributing to neonatal mortality reduction in three regions in Ghana: a mixed-methods study using the Lives Saved (LiST) modelling tool by Emma Sacks, Kwame Sakyi, Prince G Owusu, Catherine Ohrt, Lydia Ademuwagun, Kristin Watkoske, Celeste Zabel, Amos Laar, Mufaro Kanyangarara

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The effect of sampling methods on the validity and reliability of the estimation of the orbital stability of human gait by Jeongin Moon, Jooeun Ahn

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Investigation on the AE characteristics and progressive failure behaviors of tunnels by strength reduction method by Xianhui Feng, Yadav Kedar Prasad, Bin Gong, Xiaofeng Cheng, Wenshuo Duan, Huilin Liu, Fenhua Ren

“…The strength reduction method is embedded in the rock failure process analysis method to achieve the gradual fracture process, macro failure mode and safety factor, and to reproduce the characteristic fracture phenomenon of surrounding rock masses. …”
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Reduction of rainfall infiltration in soil slope using a controllable biocementation method by Xiaohua Pan, Jian Chu, Liang Cheng

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Reduction of structural noise inside crane cage by piezoelectric actuators - FEM simulation by Marek S. KOZIEŃ, Jerzy WICIAK

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Prediction of Shield Tunneling Attitude Based on WM-CTA Method by GAO Su, CHEN Cheng

“…Experiments were conducted on data for noise reduction and correlation analysis, followed by analysis of the model’s prediction performance and generalization ability. …”
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Reduced Order Modeling for Thermal Simulations of Electric Components With Surface-to-Surface Radiation by Matteo Zorzetto, Riccardo Torchio, Francesco Lucchini, Stefano Massei, Leonardo Robol, Fabrizio Dughiero

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