Convolutional autoencoders and long short-term memory networks for PDE emulation

This is supporting code for our manuscript available here. We test the viscous Burgers equations (in the case of small viscosity when a sharp shock is obtained). We also test the inviscid Shallow water equations.

Email: rmaulik@anl.gov for any questions/feedback