Our views on how one can leverage machine learning techniques to help constitutive modeling of composite materials are summarized in this paper
Xin Liu, Su Tian, Fei Tao and Wenbin Yu, A review of artificial neural networks in the constitutive modeling of composite materials, Composites Part B, vol. 224, 2021,109152.
https://www.sciencedirect.com/science/article/pii/S1359836821005321.