Predicting Coherent Turbulent Structures via Deep Learning

被引：0
|
作者：
Schmekel, D. [1 ]
Alcántara-Ávila, F. [1 ]
Hoyas, S. [2 ]
Vinuesa, R. [1 ]
机构：
[1] FLOW, Engineering Mechanics, KTH Royal Institute of Technology, Stockholm, Sweden
[2] Instituto de Matemática Pura y Aplicada, Universitat Politècnica de València, València, Spain
来源：
Frontiers in Physics | 2022年 / 10卷
关键词：
Turbulence;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Predicting Coherent Turbulent Structures via Deep Learning
    Schmekel, D.
    Alcantara-Avila, F.
    Hoyas, S.
    Vinuesa, R.
    FRONTIERS IN PHYSICS, 2022, 10
  • [2] Unsupervised deep learning of spatial organizations of coherent structures in a turbulent channel flow
    Sayyari, Mohammad Javad
    Hwang, Jinyul
    Kim, Kyung Chun
    PHYSICS OF FLUIDS, 2022, 34 (11)
  • [3] Predicting Scattering From Complex Nano-Structures via Deep Learning
    Li, Yongzhong
    Wang, Yinpeng
    Qi, Shutong
    Ren, Qiang
    Kang, Lei
    Campbell, Sawyer D.
    Werner, Pingjuan L.
    Werner, Douglas H.
    IEEE ACCESS, 2020, 8 : 139983 - 139993
  • [4] Learning to Extract Coherent Summary via Deep Reinforcement Learning
    Wu, Yuxiang
    Hu, Baotian
    THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 5602 - 5609
  • [5] Coherent structures in a turbulent environment
    Spineanu, F
    Vlad, M
    PHYSICAL REVIEW E, 2002, 65 (02):
  • [6] Predicting the temporal dynamics of turbulent channels through deep learning
    Borrelli, Giuseppe
    Guastoni, Luca
    Eivazi, Hamidreza
    Schlatter, Philipp
    Vinuesa, Ricardo
    INTERNATIONAL JOURNAL OF HEAT AND FLUID FLOW, 2022, 96
  • [7] Perspectives on predicting and controlling turbulent flows through deep learning
    Vinuesa, Ricardo
    PHYSICS OF FLUIDS, 2024, 36 (03)
  • [8] Condensation of Coherent Structures in Turbulent Flows
    Chong, Kai Leong
    Huang, Shi-Di
    Kaczorowski, Matthias
    Xia, Ke-Qing
    PHYSICAL REVIEW LETTERS, 2015, 115 (26)
  • [9] Coherent turbulent structures in a rapid contraction
    Alhareth, Abdullah A.
    Mugundhan, Vivek
    Langley, Kenneth R.
    Thoroddsen, Sigurour T.
    JOURNAL OF FLUID MECHANICS, 2024, 1000
  • [10] Spectrum of coherent structures in a turbulent environment
    Spineanu, F
    Vlad, M
    PHYSICAL REVIEW LETTERS, 2000, 84 (21) : 4854 - 4857
12345