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physics.flu-dyn2023
Accelerated evolution of Burgers turbulence with coarse projective integration and deep learning
Mrigank Dhingra, Omer San, Anne E. Staples
Simulating turbulence to stationarity is a major bottleneck in many engineering problems of practical importance. The problem can be cast as a multiscale problem involving energy r…
physics.flu-dyn2023
Forward Sensitivity Analysis and Mode Dependent Control for Closure Modeling of Galerkin Systems
Shady E. Ahmed, Omer San
Model reduction by projection-based approaches is often associated with losing some of the important features that contribute towards the dynamics of the retained scales. As a resu…