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Artificial Intelligence in Fluid Mechanics

Traditionally, the underlying physics of fluid mechanics has been explored by theoretical and computational methods along with experimental measurements. Recently, there has been a resurgence of data-driven and machine learning methods to provide a fourth pillar as a unifying force towards improved understanding and controlling of fluid flow. The focus of this special issue is on the symbiosis of traditional modeling with the data-driven methods for solving fluid problems, e.g., integration of AI/ML techniques with computational and experimental fluid dynamics. The contributions below include recent advances in data-driven techniques for fluid mechanics, and showcase the application of these methods in applied science and engineering.

Guest editors: Rajeev K. Jaiman, Weiwei Zhang, and Dixia Fan

Special Collection Image
Michael Philip Sitte; Nguyen Anh Khoa Doan
10.1063/5.0097496
Xu Wang (王旭); 王旭; Jiaqing Kou (寇家庆); 寇家庆; Weiwei Zhang (张伟伟); 张伟伟
10.1063/5.0101991
Xiaodong He (何校栋); 何校栋; Yinan Wang (王亦南); 王亦南; Juan Li (李娟); 李娟
10.1063/5.0097688
Sudeepta Mondal; Soumalya Sarkar
10.1063/5.0099197
Mario Lino; Stathi Fotiadis; Anil A. Bharath; Chris D. Cantwell
10.1063/5.0097679
Mihir Durve; Adriano Tiribocchi; Fabio Bonaccorso; Andrea Montessori; Marco Lauricella; Michał Bogdan; Jan Guzowski; Sauro Succi
10.1063/5.0097597
Renkun Han (韩仁坤); 韩仁坤; Yixing Wang (王怡星); 王怡星; Weiqi Qian (钱炜祺); 钱炜祺; Wenzheng Wang (王文正); 王文正; Miao Zhang (张淼); 张淼; Gang Chen (陈刚); 陈刚
10.1063/5.0096432
Qingzhi Hou; Zewei Sun; Li He; Alireza Karemat
10.1063/5.0095536
Deepinder Jot Singh Aulakh; Steven B. Beale; Jon G. Pharoah
10.1063/5.0097480
A. Charalampopoulos; T. Sapsis
10.1063/5.0098278
Yu-Eop Kang; Sunwoong Yang; Kwanjung Yee
10.1063/5.0097740
Zhengxiao Ma (马正宵); 马正宵; Jian Yu (于剑); 于剑; Ruoye Xiao (肖若冶); 肖若冶
10.1063/5.0098122
Like Xie (谢理科); 谢理科; Hua Liang (梁华); 梁华; Haohua Zong (宗豪华); 宗豪华; Xuecheng Liu (刘雪城); 刘雪城; Yinghong Li (李应红); 李应红
10.1063/5.0096778
Chongyang Yan (闫重阳); 闫重阳; Yufei Zhang (张宇飞); 张宇飞; Haixin Chen (陈海昕); 陈海昕
10.1063/5.0097438
Zhibo Wang (王治波); 王治波; Feng He (何枫); 何枫; Haixiang Zhang (张海翔); 张海翔; Pengfei Hao (郝鹏飞); 郝鹏飞; Xiwen Zhang (张锡文); 张锡文; Xiangru Li (李庠儒); 李庠儒
10.1063/5.0097375
Indu Kant Deo; Rajeev Jaiman
10.1063/5.0086926
Hui Tang; Teo Deveney; Tony Shardlow; Gary D. Lock
10.1063/5.0091371
Xinshuai Zhang (张鑫帅); 张鑫帅; Tingwei Ji (季廷炜); 季廷炜; Fangfang Xie (谢芳芳); 谢芳芳; Changdong Zheng (郑畅东); 郑畅东; Yao Zheng (郑耀); 郑耀
10.1063/5.0090394
Haoyun Xing; Jun Zhang; Wenjun Ma; Dongsheng Wen
10.1063/5.0090134
Rundi Qiu (丘润荻); 丘润荻; Renfang Huang (黄仁芳); 黄仁芳; Yao Xiao (肖姚); 肖姚; Jingzhu Wang (王静竹); 王静竹; Zhen Zhang (张珍); 张珍; Jieshun Yue (岳杰顺); 岳杰顺; Zhong Zeng (曾忠); 曾忠; Yiwei Wang (王一伟); 王一伟
10.1063/5.0091063
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