Multiscale super-resolution reconstruction of fluid flows with deep neural networks

Gengchao Yang, Renyu Luo, Qinghe Yao +2

We present a novel multiscale super-resolution framework (SRLBM) that applies deep learning directly to the mesoscopic density distribution functions of the lattice Boltzmann metho…