Inferring low-dimensional microstructure representations using convolutional neural networks

Nicholas Lubbers, Turab Lookman, Kipton Barros

We apply recent advances in machine learning and computer vision to a central problem in materials informatics: The statistical representation of microstructural images. We use act…