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20232025
most citedturbo-RANS: Straightforward and Efficient Bayesian Optimization of Turbulence Model Coefficients

10 citations · 12 across the 4 of their papers we have counts for

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2 papers · 1 filter

physics.flu-dyn2025

Kolmogorov-Arnold Networks for Turbulence Anisotropy Mapping

Nikhila Kalia, Ryley McConkey, Eugene Yee +1

This study evaluates the generalization performance and representation efficiency (parsimony) of a previously introduced Tensor Basis Kolmogorov-Arnold Network (TBKAN) architecture…

physics.flu-dyn2025★ 1 cited

Bayesian Optimization of the GEKO Turbulence Model for Predicting Flow Separation Over a Smooth Surface

Nikhila Kalia, Ryley McConkey, Eugene Yee +1

This paper applies Bayesian-optimization-RANS (turbo-RANS) to improve Reynolds-averaged Navier-Stokes (RANS) turbulence models for a converging-diverging channel, a case with adver…