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 …
A sensitivity analysis based trade-off between probabilistic model identification and statistical estimation
In a context of uncertainty quantification, the probabilistic model of a random vector at the
input of a computational code is not always known. An identification of the joint distribution …
input of a computational code is not always known. An identification of the joint distribution …
Probabilistic representatives mining (prem): A clustering method for distributional data reduction
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 …
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 …
Administration, is a comprehensive computer model that estimates environmental impacts …
Étude de l'influence de l'échantillonnage statistique et des incertitudes d'inférence probabiliste sur la variance d'un estimateur
Les enjeux industriels actuels nécessitent des essais mécaniques pouvant être coûteux et
limitant ainsi la quantité de données à partir desquelles une inférence statistique est …
limitant ainsi la quantité de données à partir desquelles une inférence statistique est …