Accelerating deep reinforcement learning strategies of flow control through a multi-environment approach
Author:
Affiliation:
1. Department of Mathematics, University of Oslo, 0316 Oslo, Norway
2. Computer Laboratory, University of Cambridge, Cambridge CB3 0FD, United Kingdom
Funder
Norges Forskningsråd
Publisher
AIP Publishing
Subject
Condensed Matter Physics,Fluid Flow and Transfer Processes,Mechanics of Materials,Computational Mechanics,Mechanical Engineering
Link
http://aip.scitation.org/doi/pdf/10.1063/1.5116415
Reference51 articles.
1. Feedback shear layer control for bluff body drag reduction
2. Active control of flow separation over an airfoil using synthetic jets
3. Drag reduction mechanisms of a car model at moderate yaw by bi-frequency forcing
4. Jet mixing optimization using machine learning control
5. Closed-Loop Turbulence Control: Progress and Challenges
Cited by 124 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Machine learning for bridge wind engineering;Advances in Wind Engineering;2024-09
2. Reducing flow fluctuation using deep reinforcement learning with a CNN-based flow feature model;Ocean Engineering;2024-08
3. Mitigating the lift of a circular cylinder in wake flow using deep reinforcement learning guided self-rotation;Ocean Engineering;2024-08
4. Effect of synthetic jets actuator parameters on deep reinforcement learning-based flow control performance in a square cylinder;Physics of Fluids;2024-08-01
5. Model-based deep reinforcement learning for active control of flow around a circular cylinder using action-informed episode-based neural ordinary differential equations;Physics of Fluids;2024-08-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3