Non-intrusive model reduction of large-scale, nonlinear dynamical systems using deep learning

Han Gao, Jian-Xun Wang, Matthew J. Zahr

Projection-based model reduction has become a popular approach to reduce the cost associated with integrating large-scale dynamical systems so they can be used in many-query settin…