How to represent crystal structures for machine learning: towards fast prediction of electronic properties

K. T. Schütt, H. Glawe, F. Brockherde +3

High-throughput density-functional calculations of solids are extremely time consuming. As an alternative, we here propose a machine learning approach for the fast prediction of so…