Dynamic optimization of a composite material robot arm using a flexible link and joint model by Marwah Ghazi Kareem, M. Abdularazza, Kawther K. Younus, Husam Jawad Abdulsamad, Luay S. Al-Ansari

“…The main contribution of this article is the development of a dynamic optimization framework that integrates a gradient-based optimization technique with the finite element method (FEM) to model and analyze the flexible robotic arm incorporating flexible joints. …”
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A Mesoscopic Model for Predicting the Chloride Diffusivity’ Representative Volume Element in Concrete as a Random Composite by JianXiang Xie, Gang Lin, Junming Wu

“…A mesoscopic model has been established based on the random aggregate model and a numerical model for calculating the chloride diffusivity has been proposed. …”
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Interpretability Study on the Fault Diagnosis Model of the Heat pipe/ Vapor Compression Composite Air Conditioning System by ZHANG Yiqi, HUANG Shuoquan, LI Xiuming, DI Yanqiang, SONG Mengjie, HAN Zongwei

“…This study develops a composite fault diagnosis model based on typical machine learning algorithms, compares the diagnostic performance of different models, and finally conducts interpretability research on the diagnostic models using the SHAP method. …”
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Application of Response Surface Methodology and Central Composite Inscribed Design for Modeling and Optimization of Marble Surface Quality by Sümeyra Cevheroğlu Çıra, Ahmet Dağ, Askeri Karakuş

“…Clarifying these factors for optimization of multivariate polishing process by trial and error method is difficult, time-consuming, and costly task. …”
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Light source classification and colour change modelling for understanding and predicting pigments discolouration by Panagiotis Siozos, Letizia Monico, Aldo Romani, Costanza Miliani, Brenda Doherty, Irina Crina Anca Sandu, Hartmut Kutzke, Ingrid M T Flåte, Petros Stavroulakis, Sophia Sotiropoulou

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Model Sensitivity Analysis for Coastal Morphodynamics: Investigating Sediment Parameters and Bed Composition in Delft3D by Robert L. Jenkins, Christopher G. Smith, Davina L. Passeri, Alisha M. Ellis

“…This study approaches the problem of limited sediment grain-size data with a series of simulations assessing model sensitivity to sediment parameters and initial bed composition configurations in Delft3D, leading to improved modeling practices. …”
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Relaxation Modeling of Unidirectional Carbon Fiber Reinforced Polymer Composites Before and After UV-C Exposure by Flavia Palmeri, Susanna Laurenzi

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Use of an Improved Car-Following Model to Explain the Influence of Traffic Composition on Saturation Headway at Signalized Intersections by Yi Wang, Jian Rong, Wei Luo, Yacong Gao

“…Previous studies mainly used statistical methods to analyze the impact of traffic composition on saturation flow rate from the mesolevel, and there is insufficient research on how traffic composition affects driving behavior. …”
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Predictive modeling of PMMA-based polymer composites reinforced with hydroxyapatite: a machine learning and FEM approach by Rohit Kumar Singh, Khyati Verma, G. C. Mohan Kumar

“…This research highlights the effectiveness of integrating micromechanical modeling with machine learning to improve the prediction and comprehension of composite behavior, thereby offering valuable insights for the design and application of advanced materials.…”
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Modeling and Optimization of MRR in Wire Electrical Discharge Machining of Silicon Particle-Reinforced AA6063 Composite by CR Mahesha, R .Suprabha, NPG Bhavani, Prashant Sunagar, Raja Ramesh, P. Balamurugan, Rajasekar Rajendran, Anirudh Bhowmick

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Machine learning-enabled multiscale modeling platform for damage sensing digital twin in piezoelectric composite structures by Somnath Ghosh, Saikat Dan, Preetam Tarafder

“…The DT framework consists of a two-step computational process integrating multiscale-multiphysics modeling with machine learning (ML) tools to detect damage progression in the piezoelectric composite structure using electrical signal measurements at a few surface points. …”
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Impact of ghrelin on body composition and muscle function in a long-term rodent model of critical illness. by Neil E Hill, Kevin G Murphy, Saima Saeed, Rahul Phadke, Darren Chambers, Duncan R Wilson, Stephen J Brett, Mervyn Singer

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Phytochemical composition, phytotoxicity, and ADME modeling of Artemisia absinthium L.: implications for food safety and pharmaceutical applications by Asmae Hbika, Ayoub Farihi, Mohammed Benali, Fatima-Zahrae Ed-darraz, Abdelhamid Bouyanzer, Mohammed F. Hawwal, Ramzi A. Mothana, Elkhadir Gharibi

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Value of a diagnostic model based on composite inflammatory and nutritional indicators in predicting early colorectal cancer by LIU Xinyue, DING Xueli, YU Yanan, LIU Ailing, TIAN Zibin

“…Objective To construct a diagnostic model based on composite inflammatory and nutritional indicators for early colorectal cancer, and to evaluate the predictive value of the model. …”
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Multi-function composite data generation and PIMamba model for fault diagnosis in sucker-rod pumping wells by Senhao Ren, Wenqiang Tang, Chao Ma, Li Hou, Xiaodong Chen, Jiashan Lin, Jie Yang, Yun Yang, Xiao Huo, Guoxin Li, Daowei Zhang

“…To overcome these challenges, we propose a multi-function composite data generation paradigm that integrates diverse functional characteristics, generating 11 classes of highly interpretable single-condition images as training data for a prior model. …”
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Comparation of specific equation of fat percentage in Brazilian military women with bioimpedance and infrared interactance methods by Paulo Alberto Porto Silva, José Fernandes Filho

“…It is concluded that, the results seen together, determine that the model presents a greater degree of significance with the BIA method than with the NIR. …”
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Research of the physical and chemical properties and methods of Red rice (food colour) determination in sausage products by N. V. Rudometova, I. S. Kim

“…High performance thin layer chromatography method and high performance liquid chromatography method for the Red rice identification was proposed. …”
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On the Assessment of Tribosystem Compatibility by Diverse Indicators and Methods (To the 100th anniversary of N. A. Bushe) by S. M. Zakharov, I. G. Goryacheva

“…On the basis of calculations based on these models conclusions on the structural composition of the studied alloys and the properties of its components, providing increase in the thickness of the lubricant film in different modes of friction. …”
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Comparison of alternative methods for methyl acetate + methanol + acetic acid + acetic anhydride mixture separation by A. V. Frolkova, Yu. I. Shashkova, А. К. Frolkova, М. A. Mayevskiy

“…The results obtained illustrate the variability of the structure of the technological separation flowsheet.Methods. Mathematical modeling using the software package Aspen Plus V. 10.0 was chosen as the research method. …”
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Study on the detection and suppression methods of carbon laying defects in auto fiber placement (AFP) process by Yixuan Xie, Zhiqiang Liu, Yinqi Li, Yueyue Zong

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