Performance Study of Convolutional Neural Network Architectures for 3D Incompressible Flow Simulations

Author:

Ajuria Illarramendi Ekhi12ORCID,Bauerheim Michael2ORCID,Ashton Neil3ORCID,Lapeyre Corentin1ORCID,Cuenot Bénédicte1ORCID

Affiliation:

1. CERFACS, Toulouse, France

2. ISAE SUPAERO, Toulouse, France

3. AWS, London, United Kingdom

Publisher

ACM

Reference47 articles.

1. C. P Arroyo , Towards the large-eddy simulation of a full engine: Integration of a 360 azimuthal degrees fan, compressor and combustion chamber. Part I: Methodology and initialisation . Journal of the Global Power and Propulsion Society , 2021 , vol. 2021 , no May , p. 1 -- 16 . C.P Arroyo, et al. Towards the large-eddy simulation of a full engine: Integration of a 360 azimuthal degrees fan, compressor and combustion chamber. Part I: Methodology and initialisation. Journal of the Global Power and Propulsion Society, 2021, vol. 2021, no May, p. 1--16.

2. R. Nichols , "Applications of RANS/ LES turbulence models." 41st Aerospace Sciences Meeting and Exhibit. 2003 R. Nichols, "Applications of RANS/LES turbulence models." 41st Aerospace Sciences Meeting and Exhibit. 2003

3. A review of level-set methods and some recent applications

4. Direct numerical simulations of turbulent reacting flows with shock waves and stiff chemistry using many-core/GPU acceleration

5. Machine Learning for Fluid Mechanics

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