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 …
Develo** virtual acoustic terrain for Urban Air Mobility trajectory planning
Abstract Urban Air Mobility (UAM) is a transformative concept that must operate
harmoniously within the constraints imposed by societal impacts. Noise-aware flight …
harmoniously within the constraints imposed by societal impacts. Noise-aware flight …
Revealing the compound interrelationships toward sustainable transition in semiconductor supply chain: A sensitivity analysis
H Qiu, SW Tseng, X Zhang, C Huang, KJ Wu - International Journal of …, 2024 - Elsevier
This study provides specific guidelines for allocating resources by determining the positive
and negative interrelationships as well as the sensitive criteria and factors of the …
and negative interrelationships as well as the sensitive criteria and factors of the …
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
Z Gao, Y Yu, Q Wei, U Topcu, JP Clarke - ar** 3D Virtual Safety Risk Terrain for UAS Operations in Complex Urban Environments
Unmanned Aerial Systems (UAS), an integral part of the Advanced Air Mobility (AAM) vision,
are capable of performing a wide spectrum of tasks in urban environments. The societal …
are capable of performing a wide spectrum of tasks in urban environments. The societal …
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 …