SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets

Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya +1

Deep Learning (DL) algorithms are emerging as a key alternative to computationally expensive CFD simulations. However, state-of-the-art DL approaches require large and high-resolut…