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Journal Articles

Aerodynamic force reduction of rectangular cylinder using deep reinforcement learning-controlled multiple jets

Lei Yan (严雷), Yuerong Li (栗悦荣), Bo Liu (刘博), Gang Hu (胡钢)

Physics of Fluids 36, 025169 (2024)

https://doi.org/10.1063/5.0189009

Published: February 2024

View article titled, Aerodynamic force reduction of rectangular cylinder using deep reinforcement learning-controlled multiple jets

Journal Articles

Stabilizing the square cylinder wake using deep reinforcement learning for different jet locations

Lei Yan (严雷), Yuerong Li (栗悦荣), Gang Hu (胡钢), Wen-li Chen (陈文礼), Wei Zhong (钟薇), Bernd R. Noack

Physics of Fluids 35, 115104 (2023)

https://doi.org/10.1063/5.0171188

Published: November 2023

View article titled, Stabilizing the square cylinder wake using deep reinforcement learning for different jet locations

Journal Articles

DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM

Qiulei Wang (王秋垒), Lei Yan (严雷), Gang Hu (胡钢), Chao Li (李朝), Yiqing Xiao (肖仪清), Hao Xiong (熊昊), Jean Rabault, Bernd R. Noack

Physics of Fluids 34, 081801 (2022)

https://doi.org/10.1063/5.0103113

Published: August 2022

View article titled, DRLinFluids: An open-source Python platform of coupling deep reinforcement learning and OpenFOAM