Prediction of wall-bounded turbulence from wall quantities using
convolutional neural networks

Prediction of wall-bounded turbulence from wall quantities using convolutional neural networks

30 December 2019

Hossein Azizpour

R. Vinuesa

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Papers citing "Prediction of wall-bounded turbulence from wall quantities using convolutional neural networks"

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Title
Forward Gradients for Data-Driven CFD Wall Modeling Jan Huckelheim Tadbhagya Kumar Krishnan Raghavan Pinaki Pal AI4CE 52 0 0 20 Nov 2023
Aim in Climate Change and City Pollution P. Torres B. Sirmaçek S. Hoyas Ricardo Vinuesa HAI AI4CE 25 0 0 30 Dec 2021
Predicting the near-wall region of turbulence through convolutional neural networks A. Balasubramanian L. Guastoni A. Güemes A. Ianiro S. Discetti P. Schlatter Hossein Azizpour R. Vinuesa 58 7 0 15 Jul 2021
Deep Learning for Reduced Order Modelling and Efficient Temporal Evolution of Fluid Simulations Pranshu Pant Ruchi Doshi Pranav Bahl A. Farimani AI4CE 66 84 0 09 Jul 2021
Deep Neural Networks for Nonlinear Model Order Reduction of Unsteady Flows Hamidreza Eivazi H. Veisi M. H. Naderi V. Esfahanian AI4CE 96 173 0 02 Jul 2020
Convolutional-network models to predict wall-bounded turbulence from wall quantities L. Guastoni A. Güemes A. Ianiro S. Discetti P. Schlatter Hossein Azizpour R. Vinuesa 60 169 0 22 Jun 2020
Recurrent neural networks and Koopman-based frameworks for temporal predictions in a low-order model of turbulence Hamidreza Eivazi L. Guastoni P. Schlatter Hossein Azizpour Ricardo Vinuesa AI4CE 60 7 0 01 May 2020