“…Furthermore, since the LBM is suitable for parallel computing using the MPI and GPUs as reported by Huang et al (2015) ; Li et al (2013) and has been validated for turbulent flow DNS (e.g., Lammers et al, 2006;Chikatamarla et al, 2010;Bespalko et al, 2012;Suga et al, 2015 ), it has been often applied to various complex turbulent flow problems such as flows in porous media (e.g., Hasert et al, 2011;Krafczyk et al, 2015;Kuwata and Suga, 2015b ) or over rough walls (e.g., Jin et al, 2015;Tóth and Jánosi, 2015 ). Because of the above distinctive computational features, this study employs the LBM for simulating the time-dependent turbulent flow fields over porous and rough walls.…”