The NASA Airport Throughput Prediction Challenge invites U.S. university students, faculty, and researchers to develop machine learning models that predict short-term airport runway throughput using historical air traffic and weather data, with the goal of improving flight efficiency and reducing delays, offering a total prize pool of $120,000.