Deep learning for visualization and novelty detection in large X-ray diffraction datasets

Lars Banko, Phillip M. Maffettone, Dennis Naujoks +2

We apply variational autoencoders (VAE) to X-ray diffraction (XRD) data analysis on both simulated and experimental thin-film data. We show that crystal structure representations l…