Multi-level aircraft feature representation and selection for aviation environmental impact analysis

Z Gao, SI Kampezidou, A Behere, TG Puranik… - … Research Part C …, 2022 - Elsevier
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 …

Probabilistic representatives mining (prem): A clustering method for distributional data reduction

Z Gao, TG Puranik, DN Mavris - AIAA Journal, 2022 - arc.aiaa.org
Complex computations and analyses on massive data sets can be impractical or infeasible.
Data reduction is a crucial problem in the era of big data to obtain a reduced representation …

Parametric uncertainty quantification of aviation environmental design tool

D Lim, Y Li, MJ LeVine, M Kirby… - … Analysis and Optimization …, 2018 - arc.aiaa.org
Aviation Environmental Design Tool (AEDT), developed by the US Federal Aviation
Administration, is a comprehensive computer model that estimates environmental impacts …