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Modeling of Mechanical and Essential Properties of Nanocomposites by Francis Odikpo Edoziuno; Adeolu Adesoji Adediran; Olanrewaju Seun Adesina; Christian O. Osueke; Suchart Siengchin; Tien-Chien Jen is a book available to read on EtoBox.

What is Modeling of Mechanical and Essential Properties of Nanocomposites about?

Predictive modeling and optimization of the desired mechanical performance and other properties of nanocomposites are possible using various conventional experimental designs, regression modeling, optimization methods, and other modern machine learning modeling techniques. Modeling of material properties helps to minimize the number of experimental trials performed by varying the input factors/process parameters. The quantitative analysis of the statistical factors and impacts on the mechanical performance and physical properties of the materials need to be analyzed. Moreover, the generation of predictive model equations and subsequent validation of the prediction accuracy, adequacy, and suitability of the derived models are desirable. This chapter presents a discussion on the widely used analytical, predictive modeling, and experimental design optimization approaches for the properties of polymeric nanocomposites and highlights examples of the modeling involving the effect of the numerous input parameters, including volume/weight fraction of nano-reinforcements/fillers, etc. on the mechanical properties of polymer nanocomposites. A classification of different modeling techniques a

Author

Francis Odikpo Edoziuno; Adeolu Adesoji Adediran; Olanrewaju Seun Adesina; Christian O. Osueke; Suchart Siengchin; Tien-Chien Jen

Publisher

Elsevier Science & Technology

Published

2023

Language

EN

ISBN

9780323996570

Subjects

Engineering, Science, Stem