Reinforcement learning for bluff body active flow control in experiments and simulations
出版年份 2020 全文链接
标题
Reinforcement learning for bluff body active flow control in experiments and simulations
作者
关键词
-
出版物
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Volume 117, Issue 42, Pages 26091-26098
出版商
Proceedings of the National Academy of Sciences
发表日期
2020-10-06
DOI
10.1073/pnas.2004939117
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Fabrication and characterization of folded foils supporting streamwise traveling waves
- (2019) Sam Calisch et al. JOURNAL OF FLUIDS AND STRUCTURES
- Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control
- (2019) Jean Rabault et al. JOURNAL OF FLUID MECHANICS
- Machine Learning for Fluid Mechanics
- (2019) Steven L. Brunton et al. Annual Review of Fluid Mechanics
- Controlled gliding and perching through deep-reinforcement-learning
- (2019) Guido Novati et al. Physical Review Fluids
- Mapping the properties of the vortex-induced vibrations of flexible cylinders in uniform oncoming flow
- (2019) Dixia Fan et al. JOURNAL OF FLUID MECHANICS
- A robotic Intelligent Towing Tank for learning complex fluid-structure dynamics
- (2019) D. Fan et al. Science Robotics
- Efficient collective swimming by harnessing vortices through deep reinforcement learning
- (2018) Siddhartha Verma et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Fluid directed rigid body control using deep reinforcement learning
- (2018) Pingchuan Ma et al. ACM TRANSACTIONS ON GRAPHICS
- An entropy-viscosity large eddy simulation study of turbulent flow in a flexible pipe
- (2018) Zhicheng Wang et al. JOURNAL OF FLUID MECHANICS
- Mastering the game of Go without human knowledge
- (2017) David Silver et al. NATURE
- Flow Navigation by Smart Microswimmers via Reinforcement Learning
- (2017) Simona Colabrese et al. PHYSICAL REVIEW LETTERS
- Learning to soar in turbulent environments
- (2016) Gautam Reddy et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Closed-Loop Turbulence Control: Progress and Challenges
- (2015) Steven L. Brunton et al. Applied Mechanics Reviews
- Simultaneous CFD evaluation of VIV suppression using smaller control cylinders
- (2015) Hongjun Zhu et al. JOURNAL OF FLUIDS AND STRUCTURES
- Reinforcement Learning and Wavelet Adapted Vortex Methods for Simulations of Self-propelled Swimmers
- (2014) Mattia Gazzola et al. SIAM JOURNAL ON SCIENTIFIC COMPUTING
- Control of Flow Over a Bluff Body
- (2008) Haecheon Choi et al. Annual Review of Fluid Mechanics
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now