Drag Reduction in Flows Past 2D and 3D Circular Cylinders Through Deep Reinforcement Learning

Michail Chatzimanolakis, Pascal Weber, Petros Koumoutsakos

We investigate drag reduction mechanisms in flows past two- and three-dimensional cylinders controlled by surface actuators using deep reinforcement learning. We investigate 2D and…