Previous version (Ver. 1) is here.

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

Animations

(a) DNS
(b) CNN-MLP model (Case 1)	(c) CNN-MLP model (Case 2)
(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).