Grasping extreme aerodynamics on a low-dimensional manifold
Modern air vehicles perform a wide range of operations, including transportation, defense,
surveillance, and rescue. These aircraft can fly in calm conditions but avoid operations in …
surveillance, and rescue. These aircraft can fly in calm conditions but avoid operations in …
Towards a new paradigm in intelligence-driven computational fluid dynamics simulations
Computational Fluid Dynamics (CFD) plays a crucial role in investigating new physical
phenomena and exploring the principles of fluid mechanics. However, CFD numerical …
phenomena and exploring the principles of fluid mechanics. However, CFD numerical …
Autoencoder‐based flow‐analogue probabilistic reconstruction of heat waves from pressure fields
This paper presents a novel hybrid approach for the probabilistic reconstruction of
meteorological fields based on the combined use of the analogue method (AM) and deep …
meteorological fields based on the combined use of the analogue method (AM) and deep …
Data-driven transient lift attenuation for extreme vortex gust-airfoil interactions
We present a data-driven feedforward control to attenuate large transient lift experienced by
an airfoil disturbed by an extreme level of discrete vortex gust. The current analysis uses a …
an airfoil disturbed by an extreme level of discrete vortex gust. The current analysis uses a …
Data-Driven Modeling, Sensing, and Control of Extreme Vortex-Airfoil Interactions
This study considers data-driven strategies to tackle a range of problems under violent gusty
aerodynamic conditions, referred to as extreme aerodynamics. Modern small-scale air …
aerodynamic conditions, referred to as extreme aerodynamics. Modern small-scale air …