Concepedia

A Machine Learning Strategy to Assist Turbulence Model Development

Brendan Tracey, Karthikeyan Duraisamy, Juan J. Alonso

53rd AIAA Aerospace Sciences Meeting · 2015 · 289 citations · 17 references

DOIFull text

Open access

Concepts

Abstract

Peer Reviewed

References

17

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

, , +10

Two-equation eddy-viscosity turbulence models for engineering applications

Florian Menter · AIAA Journal · 1994 · 20.7K citations

, , +16

Multilayer feedforward networks are universal approximators

HornikK., StinchcombeM., WhiteH. · Neural Networks · 1989 · 9.4K citations

, , +10

Smooth Regression Analysis

Geoffrey S. Watson · PUB – Publications at Bielefeld University (Bielefeld University) · 1964 · 2.6K citations

Formulation of the k-w Turbulence Model Revisited

David C. Wilcox · AIAA Journal · 2008 · 1.2K citations

, , +17