In 2021, the Argonne Leadership Computing Facility (ALCF) is planning to deploy Aurora A21, a new Intel-Cray system, slated to be the first exascale supercomputer in the United States. Aurora will be equipped with advanced capabilities for modeling and simulation, data science, and machine learning, which will allow scientists to tackle much larger and more complex problems than are possible today.