1. Artificial intelligence in fluid mechanics

   • Wei-Wei Zhang
   • Bernd R. Noack

   Perspective 20 January 2022 Pages: 1715 - 1717

   

2. Applying machine learning to study fluid mechanics

   • Steven L. Brunton

   Invited Review Open access 04 January 2022 Pages: 1718 - 1726

   

3. Physics-informed neural networks (PINNs) for fluid mechanics: a review

   • Shengze Cai
   • Zhiping Mao
   • George Em Karniadakis

   Invited Review 23 January 2022 Pages: 1727 - 1738

   

4. Genetic-algorithm-based artificial intelligence control of a turbulent boundary layer

   • Jianing Yu
   • Dewei Fan
   • Yu Zhou

   Research Paper 06 January 2022 Pages: 1739 - 1747

   

5. Practical framework for data-driven RANS modeling with data augmentation

   • Xianwen Guo
   • Zhenhua Xia
   • Shiyi Chen

   Research Paper 24 January 2022 Pages: 1748 - 1756

   

6. Multilayer perceptron neural network activated by adaptive Gaussian radial basis function and its application to predict lid-driven cavity flow

   • Qinghua Jiang
   • Lailai Zhu
   • Vinothkumar Sekar

   Research Paper 03 January 2022 Pages: 1757 - 1772

   

7. Deconvolutional artificial-neural-network framework for subfilter-scale models of compressible turbulence

   • Zelong Yuan
   • Yunpeng Wang
   • Jianchun Wang

   Research Paper 23 January 2022 Pages: 1773 - 1785

   

8. Bayesian optimization for active flow control

   • Antoine B. Blanchard
   • Guy Y. Cornejo Maceda
   • Themistoklis P. Sapsis

   Research Paper 10 January 2022 Pages: 1786 - 1798

   

9. Aerodynamic modeling using an end-to-end learning attitude dynamics network for flight control

   • Tun Zhao
   • Gong Chen
   • Weiqi Qian

   Research Paper 10 February 2022 Pages: 1799 - 1811

   

10. Data-driven Bayesian inference of turbulence model closure coefficients incorporating epistemic uncertainty

    • Daigo Maruyama
    • Philipp Bekemeyer
    • Sanjiv Sharma

    Research Paper Open access 31 March 2022 Pages: 1812 - 1838

    

11. Correction to: Large deformation plasticity

    • O. T. Bruhns

    Correction Open access 08 November 2021 Pages: 1839 - 1839

12. Correction to: Practical framework for data-driven RANS modeling with data augmentation

    • Xianwen Guo
    • Zhenhua Xia
    • Shiyi Chen

    Correction 25 February 2022 Pages: 1840 - 1842

    

13. Effects of electrical stimulation on skin surface

    • Xinkai Xu
    • Han Zhang
    • Liang Guo

    Review Paper 06 February 2021 Pages: 1843 - 1871