Improving Direct Physical Properties Prediction of Heterogeneous Materials from Imaging Data via Convolutional Neural Network and a Morphology-Aware Generative Model

Ruijin Cang, Hechao Li, Hope Yao +2

Direct prediction of material properties from microstructures through statistical models has shown to be a potential approach to accelerating computational material design with lar…