Multi-objective optimization of the epoxy matrix system using machine learning

The material properties of the epoxy matrix system are optimized by applying machine learning to a dataset composed of the data on the epoxy composition with the additives and the experimental material properties with missing values before and after curing. First, we construct regression models to p...

Full description

Bibliographic Details
Main Authors: Shigeru Taniguchi, Kaori Uemura, Shogo Tamaki, Keiichiro Nomura, Kohei Koyanagi, Shigeru Kuchii
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Results in Materials
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590048X23000146