Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks

Yaser Afshar, Saakaar Bhatnagar, Shaowu Pan +2

An approximation model based on convolutional neural networks (CNNs) is proposed for flow field predictions. The CNN is used to predict the velocity and pressure field in unseen fl…