Flight Demand Forecasting with Transformers

no code implementations • 4 Nov 2021 • Liya Wang, Amy Mykityshyn, Craig Johnson, Jillian Cheng

This work was conducted in support of a MITRE-developed mobile application, Pacer, which displays predicted departure demand to general aviation (GA) flight operators so they can have better situation awareness of the potential for departure delays during busy periods.

Management

Deep Learning for Flight Demand Forecasting

no code implementations • 6 Nov 2020 • Liya Wang, Amy Mykityshyn, Craig Johnson, Benjamin D. Marple

Field demonstrations involving Pacer's previously designed rule-based prediction method showed that the prediction accuracy of departure demand still has room for improvement.

Management Self-Driving Cars