Two-scale neural networks for optimal control of linear convection-dominated equations

Sijing Liu, Marcus Sarkis, Yi Zhang +1

We propose a two-scale neural network method for optimal control problems governed by convection-dominated convection-diffusion-reaction equations. Building on two-scale architectu…