Crystal structure identification with 3D convolutional neural networks with application to high-pressure phase transitions in SiO${}_2$

Linus C. Erhard, Daniel Utt, Arne J. Klomp +1

Efficient, reliable and easy-to-use structure recognition of atomic environments is essential for the analysis of atomic scale computer simulations. In this work, we train two neur…