To address the asymmetric flow field of the flying wing under cross-flow conditions at high
angles of attack, dual synthetic jet actuators (DSJAs) are positioned at the leading edge of …

The concept of digital twins promises to revolutionize engineering by offering new avenues
for optimization, control, and predictive maintenance. We propose a novel framework for …

Modeling transition-continuum hypersonic flows poses significant challenges due to
thermodynamic nonequilibrium and the associated breakdown of the continuum …

Using a deep learning PDE augmentation method (DPM), we train neural-network active
flow controllers to optimize the lift-to-drag ratio for turbulent airfoil flows at Reynolds number …

Modeling transition-continuum hypersonic flows poses significant challenges due to
thermodynamic nonequilibrium and the associated breakdown of the continuum …

Data assimilation methods for scientific computing improve the accuracy of predictive
calculations, reduce their cost, or both by incorporating higher-fidelity and/or experimental …

Active control of fluid dynamics in engineering applications is valuable but challenging, as
traditional optimization methods struggle with the complex, high-dimensional nature of these …