210 citations · 336 across the 6 of their papers we have counts for
3 papers · 1 filter
Feature Identification in Complex Fluid Flows by Convolutional Neural Networks
Shizheng Wen, Michael W. Lee, Kai M. Kruger Bastos +1
Recent efforts have shown machine learning to be useful for the prediction of nonlinear fluid dynamics. Predictive accuracy is often a central motivation for employing neural netwo…
Two-domain and three-domain limit cycles in a typical aeroelastic system with freeplay in pitch
Edouard Verstraelen, Grigorios Dimitriadis, Gustavo Dal Ben Rossetto +1
Freeplay is a significant source of nonlinearity in aeroelastic systems and is strictly regulated by airworthiness authorities. It splits the phase plane of such systems into three…
A Novel Model Order Reduction Approach for Navier-Stokes Equations at High Reynolds Number
Maciej Balajewicz, Earl Dowell, Bernd Noack
A new approach to model order reduction of the Navier-Stokes equations at high Reynolds number is proposed. Unlike traditional approaches, this method does not rely on empirical tu…