Modality-based Modeling with Data Balancing and Dimensionality Reduction for Early Stunting Detection by Yohanes Setiawan, Mohammad Hamim Zajuli Al Faroby, Mochamad Nizar Palefi Ma’ady, I Made Wisnu Adi Sanjaya, Cisa Valentino Cahya Ramadhani

“…The Synthetic Minority Oversampling Technique (SMOTE) addresses class imbalance, and Principal Component Analysis (PCA) is used for dimensionality reduction. Unimodal modeling uses tabular or image data alone, while multimodal modeling combines both before classification. …”
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A model of piston impact and vibration for internal combustion engine noise reduction by A. F. SEYBERT, J. F. HAMILTON, P. A. HAYES

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Country-Specific Modeling of Methane Production and Emission Reduction Utilizing Pig Manure by Ilho Bae, Seokbo Park, Juhee Shin, Jin Mi Triolo, Seung Gu Shin

“…Based on these analyses, methane production during anaerobic digestion was modeled under various scenarios, allowing for the calculation of expected electricity generation and carbon dioxide reduction. …”
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Reduction of the residual warpage of fused deposition modeling by negative thermal expansion filler by Masaya Sakagami, Saito Ishiue, Maiki Kawaguchi, Akihiro Takezawa

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Computational Tool for Curve Smoothing Methods Analysis and Surface Plasmon Resonance Biosensor Characterization by Mariana Rodrigues Villarim, Andréa Willa Rodrigues Villarim, Mario Gazziro, Marco Roberto Cavallari, Diomadson Rodrigues Belfort, Oswaldo Hideo Ando Junior

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Stability Analysis of Slope with Multiple Sliding Surfaces Based on Dynamic Strength-Reduction DDA Method by Shuhong Wang, Chengjin Zhu, Pengyu Wang, Zishan Zhang

“…Based on the relative displacement between blocks, the dynamic strength reduction-discontinuous deformation analysis (hereinafter referred to as DSR-DDA) method is proposed for studying slopes with multiple sliding surfaces. …”
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Sound quality control method of 110 kV transformer based on distributed variable stiffness dynamic vibration absorber by Cai Zeng, Xing Du, Songbo Guo, Jian Han, Xiaoqiong He, Xinbiao Xiao

“…To measure the actual impact of transformer noise on humans more effectively, this paper proposes to introduce the sound quality evaluation method into the evaluation of transformer noise. First, the field noise of a 110 kV transformer was measured, and the objective parameters and subjective scores of the noise samples were analyzed, and a subjective prediction model of sound quality was established using the multiple linear regression method. …”
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AI-based biplane X-ray image-guided method for distal radius fracture reduction by Qing Zha, Qing Zha, Sizhou Shen, Ziyang Ma, Ziyang Ma, Manqiu Yu, Hongzheng Bi, Hongbo Yang, Hongbo Yang

“…Therefore, it is necessary to develop an AI-based method for calculating fracture parameters to provide real-time display, particularly in fracture reduction machines.MethodsAn AI-based method for automatically calculating of radiographic parameters in distal radius fractures (DRF) was developed. …”
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Collaborative Creation of a Logic Model and Performance Metrics for Evaluating a Violence Reduction Program by Caterina G. Roman, Autumn Talley, Chloe Sierka, Kadelia George, Kendra Van de Water, James Aye

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Effect of hydrate nucleation mechanisms and capillarity on permeability reduction in granular media by Dong Hun Kang, Tae Sup Yun, Kwang Yeom Kim, Jaewon Jang

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A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on partition of Unity method by Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer, Diego Canales, Marianne Beringhier, Chady Ghnatios, Amine Ammar, Francisco Chinesta

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Review of Fast Computation Methods for Finite-State Predictive Control of Multi-Phase Drives by Esteban Marsal, Manuel R. Arahal, Manuel G. Satué, Manuel Perales

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Design of Fixed Points in Boolean Networks Using Feedback Vertex Sets and Model Reduction by Koichi Kobayashi

“…In this paper, we propose two methods for designing fixed points. First, a design method using model reduction is proposed. …”
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Conformal symplectic and constraint-preserving model order reduction of constrained conformal Hamiltonian systems by Vidushi Sachan, Ashish Bhatt

“…These algorithms preserve the constrained equation's geometric properties, such as conformal symplecticness and phase-space, through model order reduction and numerical integration. …”
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Influence of Metro Vehicle Air Compressor Suspension Methods on Modal Parameters and Optimization of Vibration Reduction Forms by CHEN Lei, LIU Zhonghua, LIU Zheng

“…The influence of the two-stage vibration reduction suspension method for metro vehicle air compressor on its modal parameters is calculated and analyzed, and the above-mentioned suspension method between air compressor and its frame is optimized in the design. …”
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Generalized MPC-DSVPWM Methods: Reduction Techniques and Explainable Machine Learning With Conformal Prediction for PMSM Drives by Hasan Ali Gamal Al-Kaf, Sadeq Ali Qasem Mohammed, Kyo-Beum Lee

“…We eliminate the need for initializing and optimizing a large number of virtual VVs and propose reduction method to select optimal switching states. …”
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Cost-efficient behavioral modeling of antennas by means of global sensitivity analysis and dimensionality reduction by Slawomir Koziel, Anna Pietrenko-Dabrowska

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Operational Decision Model for Demand Response Considering Carbon Reduction Value of Adjustable Loads by Xiaoxuan ZHANG, Song XUE, Ye XU, Yi XU, Zeyu DING, Qingkai SUN

“…Demand response is one of the important adjustable load resources, which plays an important role in promoting carbon reduction and new energy consumption in new power systems. …”
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Advancements in Underwater Optical Wireless Communication: Channel Modeling, PAPR Reduction, and Simulations With OFDM by Liwei Yang, Zeyang Bi, Xue Liang, Lihao Zhao, Jiade Zhang, Jingyi Peng

“…We developed and validated a novel PTS-Clipping technique that effectively reduces PAPR by up to 15%, outperforming traditional methods and maintaining system efficiency. The novel PTS-Clipping approach achieved a reduction in OFDM signal PAPR from 11.861 dB to as low as 10.228 dB, demonstrating superior performance, particularly in high-order modulation schemes like 16-QAM, where signal integrity is critical. …”
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In Silico Modeling of Myelin Oligodendrocyte Glycoprotein Disulfide Bond Reduction by Phosphine-Borane Complexes by Raheem Remtulla, Sanjoy Kumar Das, Leonard A. Levin

“…MOG is of significant interest due to its role in anti-MOG optic neuritis syndrome. Methods: We used in silico modeling to explore the structural consequences of cleaving the extracellular domain MOG disulfide bond, both in isolation and in complex with anti-MOG antibodies. …”
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