Developing an improved Crystal Graph Convolutional Neural Network framework for accelerated materials discovery

Cheol Woo Park, Chris Wolverton

The recently proposed crystal graph convolutional neural network (CGCNN) offers a highly versatile and accurate machine learning (ML) framework by learning material properties dire…