Search Results for author: Luca Gastonia

Found 1 papers, 0 papers with code

Predicting the wall-shear stress and wall pressure through convolutional neural networks

no code implementations1 Mar 2023 Arivazhagan G. Balasubramanian, Luca Gastonia, Philipp Schlatter, Hossein Azizpour, Ricardo Vinuesa

At $Re_{\tau}=550$, both FCN and R-Net can take advantage of the self-similarity in the logarithmic region of the flow and predict the velocity-fluctuation fields at $y^{+} = 50$ using the velocity-fluctuation fields at $y^{+} = 100$ as input with about 10% error in prediction of streamwise-fluctuations intensity.

Cannot find the paper you are looking for? You can Submit a new open access paper.