Neural Contrast Expansion for Explainable Structure-Property Prediction and Random Microstructure Design

Guangyu Nie, Yang Jiao, Yi Ren

Effective properties of composite materials are defined as the ensemble average of property-specific PDE solutions over the underlying microstructure distributions. Traditionally,…