72 citations · 72 across the 1 of their papers we have counts for
2 papers
cs.CE2018
Reduced order modeling of subsurface multiphase flow models using deep residual recurrent neural networks
J. Nagoor Kani, Ahmed H. Elsheikh
We present a reduced order modeling (ROM) technique for subsurface multi-phase flow problems building on the recently introduced deep residual recurrent neural network (DR-RNN) [1]…
cs.CE2017★ 72 cited
DR-RNN: A deep residual recurrent neural network for model reduction
J. Nagoor Kani, Ahmed H. Elsheikh
We introduce a deep residual recurrent neural network (DR-RNN) as an efficient model reduction technique for nonlinear dynamical systems. The developed DR-RNN is inspired by the it…