Bernd R. Noack
- Machine Learning for Fluid Mechanics
2019/09/12 by Steven L. Brunton, Bernd R. Noack, Petros Koumoutsakos · 107 citations
Physics and Astronomy · Computer Science · Materials Science · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Machine Learning in Materials Science
- Closed-Loop Turbulence Control: Progress and Challenges
2015/07/30 by Steven L. Brunton, Bernd R. Noack · 55 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Aerodynamics and Acoustics in Jet Flows
- Recursive dynamic mode decomposition of a transient cylinder wake
2015/11/21 by Bernd R. Noack, Noack, B. R., Witold Stankiewicz +5 · 3 citations
Engineering · Physics and Astronomy · #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks #Hydraulic and Pneumatic Systems
- Dynamic feature-based deep reinforcement learning for flow control of circular cylinder with sparse surface pressure sensing
2024/05/28 by Qiulei Wang, Lei Yan, Gang Hu +4 · 5 citations
Engineering · Physics and Astronomy · #Fluid Dynamics and Vibration Analysis #Vibration and Dynamic Analysis #Model Reduction and Neural Networks
- Dynamic Obstacle Avoidance of Fixed-Wing Aircraft in Final Phase via Reinforcement Learning
2024/03/05 by Yiming Ou, Hao Xiong, Hantao Jiang +2 · 1 citation
Engineering · #Aerospace and Aviation Technology #Air Traffic Management and Optimization #Autonomous Vehicle Technology and Safety