Heuristic Global Optimization for Thermal Model Reduction and Correlation in Aerospace Applications by João P. Castanheira, Beltran N. Arribas, Rui Melicio, Paulo Gordo, André R. R. Silva

“…This study addresses the challenge of accurately correlating detailed and reduced thermal models in aerospace applications by using heuristic global optimization methods. …”
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Fiber optic gyroscope with output signal noise reduction system: effect of system parameters on noise reduction by Spiridonov, Dmitriy Mikhailovich, Vadivasova, Tatjana Evgenevna, Obukhovich, Dmitry Vyacheslav

“…The purpose of this work is to determine the optimal parameters for matching the signals of the measuring channels of a fiber-optic gyroscope with an output signal noise reduction system. Methods. The paper analyzes the circuit of a fiber-optic gyroscope with an output signal noise reduction system based on subtracting the signal of the reference measuring channel containing the intensity noise of the optical radiation source from the signal of the main measuring channel containing the useful information signal and the noise component. …”
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Enterprise power emission reduction technology based on the LSTM–SVM model by Li Kun, Su Meng, Liu Qiang, Zhang Bin

“…In terms of research methods, load type analysis is first conducted for industrial enterprises, followed by the introduction of long short-term memory (LSTM) networks to build a basic model for power data prediction. …”
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A vibroacoustic model of a reduction line of a gas installation by Zbigniew ENGEL, Ryszard PANUSZKA, Mieczysław MENŻYŃSKI

“…This paper proposes a method for predicting the sound power level of a reduction line of a gas installation, based on a vibroacoustic cylindrical equivalent model. …”
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Model Order Reduction by Legendre Expansion Using Harmony Search Algorithm by Hasan Nasiri Soloklo, Malihe Maghfoori Farsangi

“…In this paper, a new approach is investigated for order reduction based on Legendre expansion. Harmony Search is used in this approach, to determine the reduced order model's parameters. …”
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GENETIC ALGORITHM-PID CONTROLLER FOR MODEL ORDER REDUCTION PANTOGRAPHCATENARY SYSTEM by Nasir A. Al-Awad, Izz K. Abboud, Muaayed F. Al-Rawi

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Swelling reduction in bentonite due to saline solutions via fractal modeling by Fazal E. Jalal, Xiaoyue Li, Kennedy Onyelowe

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Chemical Equilibrium and Energy Consumption Analysis on Biomass and Iron Oxides Direct Reduction Ironmaking Process by Guanyong Sun, Chihao Guo, Hui Ma, Wenlong Xu, Le Wang

“…A thermodynamic equilibrium model and energy consumption model for the biomass and iron oxide reduction system at 100–1300 °C was established by the minimum free Gibbs energy method. …”
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Recent advances in identification of odors emitted from landfills and their potential reduction and control methods by Ying CUI, Zhijie WANG, Zhaowen CHENG, Luochun WANG, Ziyang LOU

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A Method of Evaluating the Destruction of a Reinforced Concrete Hollow Core Slab for Ensuring Fire Resistance by Sidnei S. O., Nuianzin O. M., Kostenko T. V., Berezovskyi A. I., Wąsik W.

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Hydrodynamic Shape Optimization of a Naval Destroyer by Machine Learning Methods by Andrea Serani, Matteo Diez

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Integrated Model Selection and Scalability in Functional Data Analysis Through Bayesian Learning by Wenzheng Tao, Sarang Joshi, Ross Whitaker

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Effect of soil-structure interaction and flexibility of base on reduction of shear base by BNWF method by Iman Hakamian

“…With increasese of base flexibility the rate of reduction of shear base increasesd. To model the flexible foundation, Beam Nonlilear Winkler Foundation (BNWF) method is used. …”
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A dimension reduction assisted credit scoring method for big data with categorical features by Tatjana Miljkovic, Pei Wang

“…We argue that current studies related to the development of credit scoring models have largely ignored recent developments in statistical methods for sufficient dimension reduction. …”
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Nomogram for spontaneous reduction in pediatric intussusception: a retrospective study by Guangyu Wang, Zhongce Li, Guangqi Duan, Bangzhi Sui, Zhiyuan Jin, Zhenjie Chu, Rui Tang, Xiao Wang, Honglong Ma, Shiqin Qi, Jie Liu

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IterDBR: Iterative Generative Dataset Bias Reduction Framework for NLU Models by Xiaoyue Wang, Xin Liu

“…To address this, we introduce IterDBR, an Iterative Generative Dataset Bias Reduction Framework for NLU Models, which reduces dataset bias without the need for predefined features. …”
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Model-based iterative reconstruction with adaptive regularization for artifact reduction in electron tomography by Singanallur Venkatakrishnan, Obaidullah Rahman, Lynda Amichi, Jose D. Arregui-Mena, Haoran Yu, David A. Cullen, Amirkoushyar Ziabari

“…In this paper, we present a two-stage algorithm based on metal artifact reduction, utilizing model-based iterative reconstruction methods with adaptive adjustment of regularization parameters. …”
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Advancements in noise reduction for wheel speed sensing using enhanced LSTM models by Shih-Lin Lin

“…Abstract This research presents an Enhanced Long Short-Term Memory (LSTM) deep learning model for robust noise reduction in automotive wheel speed sensors. …”
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Data Reduction in Proportional Hazards Models Applied to Reliability Prediction of Centrifugal Pumps by Marc Vila Forteza, Diego Galar, Uday Kumar, Kai Goebel

“…Standard Principal Component Analysis (PCA) and sparse robust PCA methods were used for data reduction to simplify the fitted models and minimize overfitting. …”
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Dietary salt reduction and cardiovascular disease rates in India: a mathematical model. by Sanjay Basu, David Stuckler, Sukumar Vellakkal, Sukumar Vellakkal, Shah Ebrahim

“…<h4>Methods and results</h4>Future myocardial infarctions (MI) and strokes in India were predicted with a Markov model simulating men and women aged 40 to 69 in both urban and rural locations, incorporating the risk reduction from lower salt intake. …”
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