Accelerating the discovery of new materials with deep learning

Abstract

The use of deep learning and ideas from image recognition to accelerate data analysis and hence discovery of novel materials is described. A particular focus is given to the field of energy research.

Keywords: deep learning; high-energy diffraction microscopy; new materials in energy research.