![Deep learning for galaxy classification](/sites/default/files/styles/965x543/public/2019-12/ALCF-ADSP_Huerta-viz-2_1930x1086.jpg?itok=1tAVy-FW)
With an ALCF Data Science Program award, researchers from the National Center for Supercomputing Applications and Argonne are using deep learning to develop a highly accurate method for classifying hundreds of millions of unlabeled galaxies. This image is a snapshot from a visualization that shows the output of a deep neural network during training as it is learning to classify galaxies as spiral or elliptical. (Image: Janet Knowles, Joseph A. Insley, and Silvio Rizzi, Argonne National Laboratory)