Previous version (Ver. 1) is here.

Machine-Learned Turbulence Generator, Ver. 2 (MLTG2)

Animations

mov_DNS.gif
(a) DNS
Case1_new.gifCase2_new.gif
(b) CNN-MLP model (Case 1)(c) CNN-MLP model (Case 2)
Case3_new.gifCase4_new.gif
(d) CNN-MLP model (Case 3)(e) CNN-MLP model (Case 4)

Figure: Cross-sectional contour of streamwise velocity fluctuations. (See Reference below for case descriptions.)

References

  1. K. Fukami, Y. Nabae, K. Kawai, and K. Fukagata,
    "Synthetic turbulent inflow generator using machine learning,"
    Phys. Rev. Fluids 4, 064603 (2019).


Last-modified: 2019-06-05 (Wed) 00:24:15 (103d)
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