106 citations · 106 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2020★ 106 cited
Assessment of unsteady flow predictions using hybrid deep learning based reduced order models
Sandeep Reddy Bukka, Rachit Gupta, Allan Ross Magee +1
In this paper, we present two deep learning-based hybrid data-driven reduced order models for the prediction of unsteady fluid flows. The first model projects the high-fidelity tim…
physics.flu-dyn2020
Deep Convolutional Recurrent Autoencoders for Flow Field Prediction
Sandeep Reddy Bukka, Allan Ross Magee, Rajeev Kumar Jaiman
In this paper, an end-to-end nonlinear model reduction methodology is presented based on the convolutional recurrent autoencoder networks. The methodology is developed in the conte…