Graph Neural Networks for an Accurate and Interpretable Prediction of the Properties of Polycrystalline Materials

Minyi Dai, Mehmet F. Demirel, Yingyu Liang +1

Various machine learning models have been used to predict the properties of polycrystalline materials, but none of them directly consider the physical interactions among neighborin…