Deep learning and multi-level featurization of graph representations of microstructural data

Reese Jones, Cosmin Safta, Ari Frankel

Many material response functions depend strongly on microstructure, such as inhomogeneities in phase or orientation. Homogenization presents the task of predicting the mean respons…