Short-term Wind Speed Prediction Based on Wavelet Packet Decomposition and BP Neural Network by WANG Ning, LUO Rubin, LIAO Jun, LI Jun, JIANG Yi, YANG Zechuan, YUAN Junjie

“…The simulation results show that the average absolute percentage error (MAPE), root mean square error (RMSE) and mean absolute error (MAE) of the short-term wind speed prediction model based on wavelet packet decomposition are lower than those of other short-term wind speed prediction methods. …”
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Frequency Analysis of Functionally Graded Carbon Nanotube-reinforced Cylindrical Panels by Mesh-free Galerkin Method by Jaber Alihemmati, Yaghub Tadi Beni, Arman Soltanimaleki, Mohammad Nejati

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Reliability and mechanical performance of timber–concrete composite beams in the non-linear domain by Nabil Daanoune, Nassim Kernou, Mamoun Fellah, Gamal A. El-Hiti

“…Different non-linear methods for calculating the reliability and mechanical performance of timber–concrete composite beams connected using threaded steel rods are compared. …”
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Differences in soil properties and the rates of decomposition of plant biomass on non-organically and organically managed soils by Triana Pitaloka, Dulbari Dulbari, Junita Barus

“…Organic farming has been advocated as a more environmentally sound and ecologically balanced alternative to the dominant agricultural model. This study compared the decomposition of plant biomass in organically and non-organically managed soil properties. …”
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Characterization of Oxygen Diffusion and Catalytic Behavior of Composite Materials in Solid Oxide Fuel Cells Using the Non-destructive Adler-Lane-Steele Method by Azreen Junaida Abd Aziz, Nurul Akidah Baharuddin, Bee Huah Lim

“…Hence, the aim of this paper is to validate the area-specific resistance of composite electrodes using the ASL modeling technique rather than the standard EIS analysis. …”
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Dry sliding tribological characteristics evaluation and prediction of TiB2-CDA/Al6061 hybrid composites exercising machine learning methods by Amit Aherwar, Anamika Ahirwar, Vimal Kumar Pathak

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A Multi-Scale Approach for Finite Element Method Structural Analysis of Injection-Molded Parts of Short Fiber-Reinforced Polymer Composite Materials by Young Seok Cho, Byungwook Jeon, Juwon Min, Kiweon Kang, Haksung Lee

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Simultaneous Incomplete Traffic Data Imputation and Similarity Pattern Discovery with Bayesian Nonparametric Tensor Decomposition by Yaxiong Han, Zhaocheng He

“…BNPTD is a hierarchical probabilistic model, which is comprised of Bayesian tensor decomposition and Dirichlet process mixture model. …”
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Creation of a training simulator model for practising puncture of the kidney calyceal system under ultrasound control by N. K. Gadzhiev, A. A. Mishchenko, V. P. Britov, A. M. Khrenov, D. S. Gorelov, V. M. Obidnyak, V. E. Grigoriev, I. V. Semenyakin, S. B. Petrov

“…To create a simulator model that will be identical in its anatomical and acoustic properties to the kidney and adjacent human tissues, as well as convenient to use and affordable for most universities and clinics.Materials and methods. …”
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Derivation and Numerical Assessment of a Stochastic Large–Scale Hydrostatic Primitive Equations Model by Francesco L. Tucciarone, Long Li, Etienne Mémin, Pranav Chandramouli

“…Derived from conservation principles via a stochastic Reynolds transport theorem, this approach decomposes velocity into a smooth–in–time large–scale component and a random–in–time field representing unresolved scales effects. To model the velocity noise term, we develop two data–driven methods based on Proper Orthogonal Decomposition (POD) and Dynamic Mode Decomposition (DMD) and extend this to hybrid approaches combining model– and data–driven constraints. …”
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A MATHEMATICAL MODEL OF THE HYDRODYNAMIC LUBRICATION OF COMPLEX-LOADED COMPOSITE CONIC BEARING WITH A POROUS LAYER ON ITS WORKING SURFACE by K.S. Akhverdiev, A.I. Zadorozhnyi, M.A. Mukutadze, S.F. Kochetova

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A Novel Boundary-Type Meshless Method for Modeling Geofluid Flow in Heterogeneous Geological Media by Jing-En Xiao, Cheng-Yu Ku, Chih-Yu Liu, Wei-Chung Yeih

“…To deal with the subsurface flow problems of heterogeneous geological media, the domain decomposition method was adopted so that flux conservation and the continuity of pressure potential at the interface between two consecutive layers can be considered in the numerical model. …”
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SAR Images Despeckling Using Subaperture Decomposition and Non-Local Low-Rank Tensor Approximation by Xinwei An, Hongcheng Zeng, Zhaohong Li, Wei Yang, Wei Xiong, Yamin Wang, Yanfang Liu

“…Subaperture decomposition yields azimuth-frame subimages with high global structural similarity, which are modeled as low-rank and formed into a 3D tensor. …”
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Ex-Ante and Ex-Post Decomposition Strategy for Ultra-Short-Term Wind Power Prediction by Peng Lu, Zhuo Li, Lin Ye, Ming Pei, Yingying Zheng, Yongning Zhao

“…Secondly, in the error correction stage, the errors produced by the preliminary prediction model are corrected by persistence methods to compensate for final prediction errors. …”
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Prediction for Coastal Wind Speed Based on Improved Variational Mode Decomposition and Recurrent Neural Network by Muyuan Du, Zhimeng Zhang, Chunning Ji

“…For outlier detection, statistical methods were employed, followed by a comparative evaluation of three models—LSTM, LSTM-KAN, and Seq2Seq-Attention—for multi-step wind speed forecasting over horizons ranging from 1 to 12 h. …”
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Expanding automated multiconformer ligand modeling to macrocycles and fragments by Jessica Flowers, Nathaniel Echols, Galen J Correy, Priyadarshini Jaishankar, Takaya Togo, Adam R Renslo, Henry van den Bedem, James S Fraser, Stephanie A Wankowicz

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Circular Strategic Options for Ethanol Supply Chain Resilience Under Uncertainties Using a Composition of Probabilities Group Decision Model by Edson da Silva Santos, Wesley Douglas Oliveira Silva, Marcele Elisa Fontana, Pedro Carmona Marques, Hemmylly Cawanne Pedro, Renata de Oliveira Mota, Vilmar Nepomuceno

“…While resilience strategies exist, they often overlook the potential of circular economy (CE) principles. <i>Methods</i>: This study proposes an integrated decision-support framework that combines Strategic Options Development and Analysis (SODA), the Composition of Probabilistic Preferences (CPP), and the Rank-Order Centroid (ROC) method to prioritize CE strategies under uncertainty. …”
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Identification parameters of material model and large deformation analysis of inflated air-spring shell made of rubber-textile cord composite by Tran Huu Nam

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Rationale for obtaining protein concentrate of industrial hemp seeds of Cannabis sativa L. of modern selection based on mathematical modeling and its application in food production by A. V. Petrenko, E. S. Tarasov, O. N. Kaminir, E. N. Guba, E. A. Kalinyuk

“…In recent decades interest in hemp seed concentrates, which are characterized by a valuable amino acid composition and high nutritional value, has increased. …”
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Modeling and simulation of mechanical and physical properties of Barium orthotitanate (Ba2TiO4) composite by Materials Studio ( MS) by Najat A. Dahham, Abdullah Hamoud Fares, Khaled Abdullah Najem

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