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physics.flu-dyn2020
Turbulence closure modeling with data-driven techniques: physical compatibility and consistency considerations
Salar Taghizadeh, Freddie D. Witherden, Sharath S. Girimaji
A recent thrust in turbulence closure modeling research is to incorporate machine learning (ML) elements, such as neural networks, for the purpose of enhancing the predictive capab…
physics.flu-dyn2018
High-Order Computational Fluid Dynamics Simulations of a Spinning Golf Ball
Jacob Crabill, Freddie Witherden, Antony Jameson
This paper presents the first high-order computational fluid dynamics (CFD) simulations of static and spinning golf balls at realistic flow conditions. The present results are show…