activity
20142023
most citedAssessment of Neural Network Augmented Reynolds Averaged Navier Stokes Turbulence Model in Extrapolation Modes

16 citations · 30 across the 6 of their papers we have counts for

collaborators

6 papers

physics.flu-dyn2023

Comparison of numerical software for predicting the performance of a horizontal axis tidal turbine

Robert Ellis, Joshua Bowman, Matthew Allmark +4

For tidal energy to become an alternative energy resource to fossil fuels then there needs to be confidence in the predicted performance of horizontal axis tidal turbine devices. A…

physics.flu-dyn2023

Predictions of steady and unsteady flows using machine-learned surrogate models

Shanti Bhushan, Greg W Burgreen, Joshua L Bowman +2

The applicability of computational fluid dynamics (CFD) based design tools depend on the accuracy and complexity of the physical models, for example turbulence models, which remain…

physics.flu-dyn2023★ 16 cited

Assessment of Neural Network Augmented Reynolds Averaged Navier Stokes Turbulence Model in Extrapolation Modes

Shanti Bhushan, Greg W. Burgreen, Wesley Brewer +1

A machine-learned (ML) model is developed to enhance the accuracy of turbulence transport equations of Reynolds Averaged Navier Stokes (RANS) solver and applied for periodic hill t…

physics.flu-dyn2021

Triple Hill's Vortex Synthetic Eddy Method

John Haywood, Adrian Sescu, Shanti Bhushan +1

The generation of initial or inflow synthetic turbulent velocity or scalar fields reproducing statistical characteristics of realistic turbulence is still a challenge. The syntheti…

physics.flu-dyn2014★ 4 cited

A Comparison of Model-Scale Experimental Measurements and Computational Predictions for a Large Transom-Stern Wave

David A. Drazen, Anne M. Fullerton, Thomas C. Fu +8

The flow field generated by a transom stern hull form is a complex, broad-banded, three-dimensional system marked by a large breaking wave. This unsteady multiphase turbulent flow…

physics.flu-dyn2014★ 10 cited

A Comparison of Full-Scale Experimental Measurements and Computational Predictions of the Transom-Stern Wave of the R/V Athena I

Donald C. Wyatt, Thomas C. Fu, Genevieve L. Taylor +5

Full-scale experimental measurements and numerical predictions of the wave-elevation topology behind a transom-sterned vessel, the R/V Athena I, are compared and assessed in this p…