Penalized Composite Likelihood Estimation for Spatial Generalized Linear Mixed Models by Mohsen Mohammadzadeh, Leyla Salehi

“…However, the maximum likelihood methods are plagued with substantial calculations for large data sets, resulting in long waiting times for estimating the model parameters. …”
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Algorithm and mathematical model for geometric positioning of segments on aspherical composite mirror by B. Conquet, L. F. Zambrano, N. K. Artyukhina, R. V. Fiodоrtsev, A. R. Silie

“…The variant of construction of arrays through concentric rings of an equal step is offered.A sequential three-step method for distributing mosaic segments is presented when performing calculations for aligning the aspherical surface: multipath linear; multipath point; block trapezoidal.In the course of mathematical modeling an algorithm was developed to solve the problem of geometric positioning of flat hexagonal segments of a mirror telescope. …”
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The Impact of Malted Grains on Human Intestinal Microbiota Composition in an In Vitro Model by Carlos Gómez-Gallego, Roosa-Maria Willman, Kati Martikainen, Marjukka Kolehmainen

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Identification and modelling of applicable wear conditions for stir cast Al-composite by Santanu Sardar, Santanu Kumar Karmakar, Debdulal Das

“…Two-body abrasion experiments following Taguchi L27 orthogonal design have been performed separately on alloy and composite materials, both prepared by the stir casting method. …”
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Crude Oil Futures Price Forecasting Based on Variational and Empirical Mode Decompositions and Transformer Model by Linya Huang, Xite Yang, Yongzeng Lai, Ankang Zou, Jilin Zhang

“…This model integrates a second decomposition and Transformer model-based machine learning method. …”
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ANALYSIS LAYER MODEL OF POLYMER COMPOSITE DESIGN UNDER MULTIFACTOR LOADING by Oleg G. Osyaev, Yury A. Taturin, Alexey M. Kostin, Artur V. Zhukov

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Research progress in data-driven constitutive modeling of composite solid propellants by Bin Yuan, Hongfu Qiang, Chunguo Yue

“…Against this backdrop, this paper reviews the research on data-driven constitutive modeling of composite solid propellants. The aim is to organize existing achievements, analyze the strengths and weaknesses of different methods, discuss the current key issues and future development trends in this field, and provide references and foundations for further promoting the research and application of constitutive modeling of composite solid propellants.…”
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Calculation of Constrained Stress in Expansive Mortar with a Composite Creep Model by Hyeonggil Choi, Bongsuk Cho

“…The creep of mortar and concrete mixed with the expansive additive was evaluated using a composite model of the paste and aggregate. Under the assumption that the modeled creep deformation is proportional to the stress and the gel volume of the hydration products, which allows the law of superposition to be applied, the distribution stress was predicted by applying the step-by-step method at each time increment. …”
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Theoretical model of effective elastic moduli of composites considering the inclusion features by Xuqian Liu, Zhangyu Wu, Shuohui Chen

“…The non-spherical particle packing structures are created by the discrete element method. Based on the particulate structures, the reliability of the proposed modified TPA can be verified by the numerical simulation using the lattice model. …”
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Data-driven Oxidation Kinetic Model Construction of Silicon Carbide Composites by Xiao Manyu, Zheng Wenqing, Luan Xingang, Xu Xinming

“…By leveraging mechanical performance evolution data of SiCf/SiC in various single environments, along with Gaussian functions and parameter optimization methods, and incorporating the composite material's chemical reaction characteristics, an automatic construction of the oxidation kinetics model for SiCf/SiC under complex multi-field coupling environments was achieved based on data-driven strategy. …”
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Compositional and Machine Learning Tools to Model Plant Nutrition: Overview and Perspectives by Léon Etienne Parent

“…The accuracy of the ML methods averaged 84% across the crops. The additive and orthogonal log ratios of CoDa reduce a <i>D</i>-parts soil composition to <i>D</i>-1 variables, alleviating redundancy in the predictive ML models. …”
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Compositional epistasis detection using a few prototype disease models. by Lu Cheng, Mu Zhu

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Determination of Nettle Leaves Extracts Antioxidant Activity by Various Methods by O. V. Trineeva, A. I. Slivkin, E. F. Safonova

“…The aim of this work was a comparative determination of the АА of medicinal plant raw materials of nettle dioica by various methods. Materials and methods. The object of the study was the finished crushed raw material of dioica nettle leaves (Folia Urticae) in filter bags produced by a domestic manufacturer. …”
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Dynamic Modeling and Composite Attitude Cooperative Control for Dumbbell-Shaped Spacecraft by Qingmu Ai, Yingzi Guan, Yuzhi Wang, Shunli Li

“…A virtual leader is designed using model predictive control. Force synthesis techniques are integrated with attitude coordination methods featuring a virtual leader. …”
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Mathematical Modeling of an Active-Fiber Composite Energy Harvester with Interdigitated Electrodes by A. Jemai, F. Najar, M. Chafra, Z. Ounaies

“…In fact, most of the modeling approaches found in the literature for AFC are based on finite element methods. …”
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Influence of modeling agents on the surface properties of an esthetic nano-hybrid composite by Zeynep Bilge Kutuk, Ecem Erden, Damla Lara Aksahin, Zeynep Elif Durak, Alp Can Dulda

“…ObjectiveThe aim of this study was to evaluate the influence of different modeling agents on the surface microhardness (Vickers hardness number; VHN), roughness (Ra), and color change (ΔE) of a nano-hybrid composite with or without exposure to discoloration by coffee.Materials and MethodsSixty-four cylinder-shaped nano-hybrid composite specimens were prepared using a Teflon mold. …”
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Validation of Analytical Methods for Quality Control of Gel for Dentin Remineralization by A. L. Golovanenko, E. S. Berezina, I. V. Alekseeva, O. A. Oleshko

“…As a result of the studies, methods of testing for authenticity were developed, it was found that the proposed methods are characterized by a negative analytical signal on model mixtures free of the analyte and placebo, and a positive analytical signal on model mixtures of various compositions containing the analyte. …”
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A Multi-Objective Optimization Design Method for High-Aspect-Ratio Wing Structures Based on Mind Evolution Algorithm Backpropagation Surrogate Model by Jin Nan, Junhua Zheng, Bochuan Jiang, Yuhang Li, Jiayun Chen, Xuanqing Fan

“…To address the current challenges in balancing wing strength with lightweight structural designs, this study proposed an intelligent solution method for optimizing wing dimensions and structural layout. …”
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Research on the evaluation model of ecological environment change and its internal driving mechanisms by Rui Xu, Junfeng Deng, Youshan He, Guochen Sui, Xunchang Li, Wei Yang

“…To achieve this, the paper not only analyzes the multifaceted social, economic, and natural aspects of the composite ecosystem but also develops an ecological environment change evaluation model employing the topological hierarchy-entropy weight method. …”
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Force and Deformation Analysis of H(t)-T Loaded Pile Based on Pasternak Foundation Model by JIANG Jie, CHEN Lijun, CHAI Wencheng, AI Yonglin, OU Xiaoduo, GONG Jian

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