Search Results for author: Berkay Alp Cakal

Found 1 papers, 1 papers with code

Numerical investigation of minimum drag profiles in laminar flow using deep learning surrogates

1 code implementation29 Sep 2020 Li-Wei Chen, Berkay Alp Cakal, Xiangyu Hu, Nils Thuerey

In the present study, U-net based deep neural network (DNN) models are trained with high-fidelity datasets to infer flow fields, and then employed as surrogate models to carry out the shape optimisation problem, i. e. to find a drag minimal profile with a fixed cross-section area subjected to a two-dimensional steady laminar flow.

Fluid Dynamics

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