Statistics and machine learning in aviation environmental impact analysis: A survey of recent progress
The rapid growth of global aviation operations has made its negative environmental impact
an international concern. Accurate modeling of aircraft fuel burn, emissions, and noise is the …
an international concern. Accurate modeling of aircraft fuel burn, emissions, and noise is the …
Multi-level aircraft feature representation and selection for aviation environmental impact analysis
A wholesome understanding of aviation's environmental impacts is indispensable to the
realization of a sustainable future of aviation. An accurate assessment of aircraft features …
realization of a sustainable future of aviation. An accurate assessment of aircraft features …
Improved Aircraft Environmental Impact Segmentation via Metric Learning
Accurate modeling of aircraft environmental impact is pivotal to the design of operational
procedures and policies to mitigate negative aviation environmental impact. Aircraft …
procedures and policies to mitigate negative aviation environmental impact. Aircraft …
Noise-Aware and Equitable Urban Air Traffic Management: An Optimization Approach
Urban air mobility (UAM), a transformative concept for the transport of passengers and
cargo, faces several integration challenges in complex urban environments. Community …
cargo, faces several integration challenges in complex urban environments. Community …
Aircraft Environmental Impact Segmentation via Metric Learning
Metric learning is the process of learning a tailored distance metric for a particular task. This
advanced subfield of machine learning is useful to any machine learning or data mining task …
advanced subfield of machine learning is useful to any machine learning or data mining task …