NASA will highlight the vital role of supercomputing in the search for Earth-size planets, understanding the causes of space weather, relating air quality impacts to the changing weather and climate, improving aircraft performance, designing next-generation spacecraft, and much more at the 24th annual Supercomputing 2011 (SC11) conference.