Scientists at the National Center for Supercomputing Applications (NCSA), located at the University of Illinois at Urbana-Champaign used GPUs and deep learning to rapidly detect and characterize gravitational waves. This new approach enables astronomers to study gravitational waves using minimal computational resources, reducing time to discovery and increasing the scientific reach of gravitational wave astrophysics.