Junjie Zhang

Prediction and optimization of surface quality in direct laser tangential turning of RB-SiC through interpretable machine learning model and reinforcement learning-based genetic algorithm

Real-time reinforcement learning for turbulent state-dependent control in a bluff-body wake

Abstract Controlling turbulent dynamics remains a major challenge because their chaotic, multiscale nature strongly affects many fluid systems. Here, we present REACT, an autonomous reinforcement learning framework for real-time, state-dependent control of turbulent wake dynamics in a wind tunnel. Deployed on an Ahmed-...