A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction

5 Aug 2020 Shady Ahmed Suraj Pawar Omer San Adil Rasheed Mandar Tabib

We put forth a long short-term memory (LSTM) nudging framework for the enhancement of reduced order models (ROMs) of fluid flows utilizing noisy measurements for air traffic improvements. Toward emerging applications of digital twins in aviation, the proposed approach allows for constructing a realtime predictive tool for wake-vortex transport and decay systems... (read more)

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