Data-driven optimal control with neural network modeling of gradient flows

Xuping Tian, Baskar Ganapathysubramanian, Hailiang Liu

Extracting physical laws from observation data is a central challenge in many diverse areas of science and engineering. We propose Optimal Control Neural Networks (OCN) to learn th…