21 citations · 21 across the 4 of their papers we have counts for
4 papers
Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction
Jiajian Lu, Offer Grembek, Mark Hansen
Surrogate safety measures can provide fast and pro-active safety analysis and give insights on the pre-crash process and crash failure mechanism by studying near misses. However, v…
How Fast You Can Actually Fly: A Comparative Investigation of Flight Airborne Time in China and the U.S
Ke Liu, Zhe Zheng, Bo Zou +1
Actual airborne time (AAT) is the time between wheels-off and wheels-on of a flight. Understanding the behavior of AAT is increasingly important given the ever growing demand for a…
Predicting Aircraft Trajectories: A Deep Generative Convolutional Recurrent Neural Networks Approach
Yulin Liu, Mark Hansen
Reliable 4D aircraft trajectory prediction, whether in a real-time setting or for analysis of counterfactuals, is important to the efficiency of the aviation system. Toward this en…
Anatomy of a Crash
Aude Marzuoli, Emmanuel Boidot, Eric Feron +4
Transportation networks constitute a critical infrastructure enabling the transfers of passengers and goods, with a significant impact on the economy at different scales. Transport…