L. Davidson

most citedUsing Physics Informed Neural Network (PINN) and Neural Network (NN) to Improve a

k - I ¨ 

Turbulence Model

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physics.flu-dyn2026★ 2 cited

Using Physics Informed Neural Network (PINN) and Neural Network (NN) to Improve a $k - I ¨ $ Turbulence Model

Lars Davidson

l flows and flat-plate boundary layers. However, it predicts too low a turbulent kinetic energy. This is a feature it shares with most other two-equation turbulence models. When co…

Using Physics Informed Neural Network (PINN) and Neural Network (NN) to Improve a k−I¨ Turbulence Model

Using Physics Informed Neural Network (PINN) and Neural Network (NN) to Improve a $k - I ¨ $ Turbulence Model