Using recurrent neural networks for nonlinear component computation in advection-dominated reduced-order models

Romit Maulik, Vishwas Rao, Sandeep Madireddy +2

Rapid simulations of advection-dominated problems are vital for multiple engineering and geophysical applications. In this paper, we present a long short-term memory neural network…