Composition optimization of a high-performance epoxy resin based on molecular dynamics and machine learning

• Published in: Materials & design Vol. 194; p. 108932
• Main Authors: Jin, Kai, Luo, Hao, Wang, Ziyu, Wang, Hao, Tao, Jie
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.09.2020; Elsevier
• Subjects: Composition optimization; Epoxy resin; Machine learning; Molecular dynamics simulation; Neural network; Epoxy resin; Molecular dynamics simulation; Neural network; Composition optimization; Machine learning

Epoxy resin is a general term for a class of thermosetting polymers containing two or more epoxy groups in the molecule and has an excellent comprehensive performance. The properties of the resin system vary greatly due to the different compositions of the base resin, curing agent, and toughening ag...