Data-driven correction of coarse grid CFD simulations

Author:

Kiener A.ORCID,Langer S.,Bekemeyer P.

Publisher

Elsevier BV

Subject

General Engineering,General Computer Science

Reference43 articles.

1. Machine learning for fluid mechanics;Brunton;Annu Rev Fluid Mech,2020

2. The potential of machine learning to enhance computational fluid dynamics;Vinuesa,2021

3. Perspectives on machine learning-augmented Reynolds-averaged and large eddy simulation models of turbulence;Duraisamy;Phys Rev Fluids,2021

4. Assessment of supervised machine learning methods for fluid flows;Fukami;Theor Comput Fluid Dyn,2020

5. Interpolation-based reduced-order modelling for steady transonic flows via manifold learning;Franz;Int J Comput Fluid Dyn,2014

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